ACM Portal
  Subscribe (Full Service)    Register (Limited Service, Free)    Login
  Search:   The ACM Digital Library   The Guide
  
ACM Home Page
Please provide us with feedback. Feedback
Digital Library logoTake a look at the new version of this page: [ beta version ]. Tell us what you think.
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
  Purchase this Book  
Source
Medium: Hardcover
Year of Publication: 2000
ISBN:0471056693
Authors
Richard O. Duda
Peter E. Hart
David G. Stork
Publisher
Wiley-Interscience 
Bibliometrics
Downloads (6 Weeks): n/a,   Downloads (12 Months): n/a,   Citation Count: 1611
Additional Information:

cited by   index terms   collaborative colleagues  

Tools and Actions: Review this Book  

CITED BY  1,625
Hidehisa Nakayama , Nirwan Ansari , Abbas Jamalipour , Nei Kato, Fault-resilient sensing in wireless sensor networks, Computer Communications, v.30 n.11-12, p.2375-2384, September, 2007
Ron Bekkerman , Ran El-Yaniv , Naftali Tishby , Yoad Winter, On feature distributional clustering for text categorization, Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, p.146-153, September 2001, New Orleans, Louisiana, United States
Ravindran Kannan , Santosh Vempala, Spectral Algorithms, Foundations and Trends® in Theoretical Computer Science, v.4 n.3–4, p.157-288, March 2009
Yirng-An Chen , Youn-Long Lin , Long-Wen Chang, A Systolic Algorithm for the k-Nearest Neighbors Problem, IEEE Transactions on Computers, v.41 n.1, p.103-108, January 1992
Steven L. Horowitz , Theodosios Pavlidis, Picture Segmentation by a Tree Traversal Algorithm, Journal of the ACM (JACM), v.23 n.2, p.368-388, April 1976
Joel Ratsaby, On learning multicategory classification with sample queries, Information and Computation, v.185 n.2, p.298-327, September 15, 2003
Marcello Pelillo, Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.24 n.11, p.1535-1541, November 2002
H. Osman , M. M. Fahmy, On the Discriminatory Power of Adaptive Feed-Forward Layered Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.8, p.837-842, August 1994
Allan Kuchinsky , Celine Pering , Michael L. Creech , Dennis Freeze , Bill Serra , Jacek Gwizdka, FotoFile: a consumer multimedia organization and retrieval system, Proceedings of the SIGCHI conference on Human factors in computing systems: the CHI is the limit, p.496-503, May 15-20, 1999, Pittsburgh, Pennsylvania, United States
John B. Hampshire, II , Alex Waibel, The Meta-Pi Network: Building Distributed Knowledge Representations for Robust Multisource Pattern Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.7, p.751-769, July 1992
Ted Pedersen, A simple approach to building ensembles of Naive Bayesian classifiers for word sense disambiguation, Proceedings of the first conference on North American chapter of the Association for Computational Linguistics, p.63-69, April 29-May 04, 2000, Seattle, Washington
Kevin B. Pratt , Gleb Tschapek, Visualizing concept drift, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2003, Washington, D.C.
Tom Bylander, Learning probabilistically consistent linear threshold functions, Proceedings of the tenth annual conference on Computational learning theory, p.62-71, July 06-09, 1997, Nashville, Tennessee, United States
Sariel Har-Peled , Kasturi Varadarajan, Projective clustering in high dimensions using core-sets, Proceedings of the eighteenth annual symposium on Computational geometry, p.312-318, June 05-07, 2002, Barcelona, Spain
M. a. Abidi , T. Chandra, A New Efficient and Direct Solution for Pose Estimation Using Quadrangular Targets: Algorithm and Evaluation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.5, p.534-538, May 1995
Bonnie Berger , Mona Singh, An iterative method for improved protein structural motif recognition, Proceedings of the first annual international conference on Computational molecular biology, p.37-46, January 20-23, 1997, Santa Fe, New Mexico, United States
Brigitte Quenet , David Horn, The dynamic neural filter: a binary model of spatiotemporal coding, Neural Computation, v.15 n.2, p.309-329, February 2003
Yau-Tarng Juang , Kuo-Chang Huang , Ing-Jr Ding, Speaker adaptation based on MAP estimation using fuzzy controller, Pattern Recognition Letters, v.24 n.15, p.2807-2813, November 2003
Xin Liu , Yihong Gong , Wei Xu , Shenghuo Zhu, Document clustering with cluster refinement and model selection capabilities, Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, August 11-15, 2002, Tampere, Finland
Theo Pavlidis , Christopher J. Van Wyk, An automatic beautifier for drawings and illustrations, ACM SIGGRAPH Computer Graphics, v.19 n.3, p.225-234, Jul. 1985
Dario Maio , Davide Maltoni , Stefano Rizzi, Dynamic Clustering of Maps in Autonomous Agents, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.18 n.11, p.1080-1091, November 1996
Eric Granger , Yvon Savaria , Pierre Lavoie, A Pattern Reordering Approach Based on Ambiguity Detection for Online Category Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.4, p.524-528, April 2003
Hakan Altinçay , Mübeccel Demirekler, Undesirable effects of output normalization in multiple classifier systems, Pattern Recognition Letters, v.24 n.9-10, p.1163-1170, 01 June 2003
Apostol Natsev , Rajeev Rastogi , Kyuseok Shim, WALRUS: a similarity retrieval algorithm for image databases, ACM SIGMOD Record, v.28 n.2, p.395-406, June 1999
Aaron F. Bobick , Robert C. Bolles, The Representation Space Paradigm of Concurrent Evolving Object Descriptions, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.2, p.146-156, February 1992
Piotr Indyk , Rajeev Motwani, Approximate nearest neighbors: towards removing the curse of dimensionality, Proceedings of the thirtieth annual ACM symposium on Theory of computing, p.604-613, May 24-26, 1998, Dallas, Texas, United States
Michael Kearns , Dana Ron, Algorithmic stability and sanity-check bounds for leave-one-out cross-validation, Proceedings of the tenth annual conference on Computational learning theory, p.152-162, July 06-09, 1997, Nashville, Tennessee, United States
ChunMei Lu , Nicola J. Ferrier, Repetitive Motion Analysis: Segmentation and Event Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.2, p.258-263, January 2004
Moses Charikar , Chandra Chekuri , Tomás Feder , Rajeev Motwani, Incremental clustering and dynamic information retrieval, Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, p.626-635, May 04-06, 1997, El Paso, Texas, United States
John Shawe-Taylor , Nello Cristianini, Further results on the margin distribution, Proceedings of the twelfth annual conference on Computational learning theory, p.278-285, July 07-09, 1999, Santa Cruz, California, United States
Fabian Monrose , Aviel Rubin, Authentication via keystroke dynamics, Proceedings of the 4th ACM conference on Computer and communications security, p.48-56, April 01-04, 1997, Zurich, Switzerland
Chris H. Q. Ding, Analysis of gene expression profiles: class discovery and leaf ordering, Proceedings of the sixth annual international conference on Computational biology, p.127-136, April 18-21, 2002, Washington, DC, USA
Vladimir Berikov , Alexander Litvinenko, The influence of prior knowledge on the expected performance of a classifier, Pattern Recognition Letters, v.24 n.15, p.2537-2548, November 2003
M. Y. Chen , A. Kundu , J. Zhou, Off-Line Handwritten Word Recognition Using a Hidden Markov Model Type Stochastic Network, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.5, p.481-496, May 1994
Nimrod Megiddo, Linear Programming in Linear Time When the Dimension Is Fixed, Journal of the ACM (JACM), v.31 n.1, p.114-127, Jan. 1984
Erik A. Engbers , Arnold W. M. Smeulders, Design Considerations for Generic Grouping in Vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.4, p.445-457, April 2003
Leah S. Larkey, A patent search and classification system, Proceedings of the fourth ACM conference on Digital libraries, p.179-187, August 11-14, 1999, Berkeley, California, United States
Iwao Sekita , Takio Kurita , Nobuyuki Otsu, Complex Autoregressive Model for Shape Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.4, p.489-496, April 1992
Neal Lesh , Mohammed J. Zaki , Mitsunori Ogihara, Mining features for sequence classification, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.342-346, August 15-18, 1999, San Diego, California, United States
Daekeun You , Gyeonghwan Kim, An efficient approach for slant correction of handwritten Korean strings based on structural properties, Pattern Recognition Letters, v.24 n.12, p.2093-2101, August 2003
Naoko Ito , Yoshihisa Shimazu , Teruo Yokoyama , Yutaka Matushita, Fuzzy logic based non-parametric color image segmentation with optional block processing, Proceedings of the 1995 ACM 23rd annual conference on Computer science, p.119-126, February 28-March 02, 1995, Nashville, Tennessee, United States
Trygve Randen , John Hå Husøy, Filtering for Texture Classification: A Comparative Study, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.21 n.4, p.291-310, April 1999
Aistis Raudys, High speed associative memories for feature extraction and visualisation, Pattern Recognition Letters, v.24 n.9-10, p.1317-1329, 01 June 2003
Jacob Kogan , Charles Nicholas , Vladimir Volkovich, Text Mining with Information-Theoretic Clustering, Computing in Science and Engineering, v.5 n.6, p.52-59, November 2003
Luis Rueda , B. John Oommen, On Optimal Pairwise Linear Classifiers for Normal Distributions: The Two-Dimensional Case, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.24 n.2, p.274-280, February 2002
Ethem Alpaydin, Voting over Multiple Condensed Nearest Neighbors, Artificial Intelligence Review, v.11 n.1-5, p.115-132, Feb. 1997
Gábor Gosztolya , András Kocsor, A hierarchical evaluation methodology in speech recognition, Acta Cybernetica, v.17 n.2, p.213-224, January 2005
Fernando De la Torre , Takeo Kanade, Multimodal oriented discriminant analysis, Proceedings of the 22nd international conference on Machine learning, p.177-184, August 07-11, 2005, Bonn, Germany
Cheng-En Guo , Song-Chun Zhu , Ying Nian Wu, Modeling Visual Patterns by Integrating Descriptive and Generative Methods, International Journal of Computer Vision, v.53 n.1, p.5-29, June 2003
Jon M. Kleinberg, Two algorithms for nearest-neighbor search in high dimensions, Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, p.599-608, May 04-06, 1997, El Paso, Texas, United States
Inderjit S. Dhillon , Subramanyam Mallela , Rahul Kumar, Enhanced word clustering for hierarchical text classification, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
Daniel Barbará , Yi Li , Julia Couto, COOLCAT: an entropy-based algorithm for categorical clustering, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
Vladimir Cherkassky, Model complexity control and statisticallearning theory, Natural Computing: an international journal, v.1 n.1, p.109-133, May 2002
Alan Wee-Chung Liew , Lap Keung Szeto , Sy-Sen Tang , Hong Yan , Mengsu Yang, A Computational Approach to Gene Expression Data Extraction and Analysis, Journal of VLSI Signal Processing Systems, v.38 n.3, p.237-258, November 2004
Mihai Bādoiu , Sariel Har-Peled , Piotr Indyk, Approximate clustering via core-sets, Proceedings of the thiry-fourth annual ACM symposium on Theory of computing, May 19-21, 2002, Montreal, Quebec, Canada
Jacek Leski, Towards a robust fuzzy clustering, Fuzzy Sets and Systems, v.137 n.2, p.215-233, 16 July 2003
Piew Datta , James H. Drew , Andrew Betz , D. R. Mani , Jeffery Howard, Estimating business targets, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.420-425, August 26-29, 2001, San Francisco, California
Tadashi Nomoto , Yuji Matsumoto, A new approach to unsupervised text summarization, Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, p.26-34, September 2001, New Orleans, Louisiana, United States
Inderjit S. Dhillon, Co-clustering documents and words using bipartite spectral graph partitioning, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.269-274, August 26-29, 2001, San Francisco, California
Andy Podgurski , David Leon , Patrick Francis , Wes Masri , Melinda Minch , Jiayang Sun , Bin Wang, Automated support for classifying software failure reports, Proceedings of the 25th International Conference on Software Engineering, May 03-10, 2003, Portland, Oregon
Piotr Indyk , Rajeev Motwani , Prabhakar Raghavan , Santosh Vempala, Locality-preserving hashing in multidimensional spaces, Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, p.618-625, May 04-06, 1997, El Paso, Texas, United States
Hong-Mo Je , Daijin Kim , Sung Yang Bang, Human Face Detection in Digital Video Using SVMEnsemble, Neural Processing Letters, v.17 n.3, p.239-252, June 2003
Byeong Man Kim , Qing Li , Chang Seok Park , Si Gwan Kim , Ju Yeon Kim, A new approach for combining content-based and collaborative filters, Journal of Intelligent Information Systems, v.27 n.1, p.79-91, July 2006
Umar Syed , Golan Yona, Using a mixture of probabilistic decision trees for direct prediction of protein function, Proceedings of the seventh annual international conference on Research in computational molecular biology, p.289-300, April 10-14, 2003, Berlin, Germany
Ertem Tuncel , Hakan Ferhatosmanoglu , Kenneth Rose, VQ-index: an index structure for similarity searching in multimedia databases, Proceedings of the tenth ACM international conference on Multimedia, December 01-06, 2002, Juan-les-Pins, France
Rachid El Abdouni Khayari , Ramin Sadre , Boudewijn R. Haverkort, Fitting world-wide web request traces with the EM-algorithm, Performance Evaluation, v.52 n.2-3, p.175-191, April 2003
A. K. Jain , M. N. Murty , P. J. Flynn, Data clustering: a review, ACM Computing Surveys (CSUR), v.31 n.3, p.264-323, Sept. 1999
Sitao Wu , Tommy W. S. Chow, Self-Organizing-Map Based Clustering Using a Local Clustering Validity Index, Neural Processing Letters, v.17 n.3, p.253-271, June 2003
Ying Zhao , George Karypis, Evaluation of hierarchical clustering algorithms for document datasets, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
Yong Huang , Kap Luk Chan , Zhihua Zhang, Texture classification by multi-model feature integration using Bayesian networks, Pattern Recognition Letters, v.24 n.1-3, p.393-401, January 2003
Chi-ho Chan , Michael J. Lyons , Nobuji Tetsutani, Mouthbrush: drawing and painting by hand and mouth, Proceedings of the 5th international conference on Multimodal interfaces, November 05-07, 2003, Vancouver, British Columbia, Canada
Jerry Alan Fails , Dan R. Olsen, Jr., Interactive machine learning, Proceedings of the 8th international conference on Intelligent user interfaces, January 12-15, 2003, Miami, Florida, USA
Anthony Hoogs , Roderic Collins , Robert Kaucic , Joseph Mundy, A Common Set of Perceptual Observables for Grouping, Figure-Ground Discrimination, and Texture Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.4, p.458-474, April 2003
Stijn Viaene , Richard A. Derrig , Guido Dedene, A Case Study of Applying Boosting Naive Bayes to Claim Fraud Diagnosis, IEEE Transactions on Knowledge and Data Engineering, v.16 n.5, p.612-620, May 2004
Robert P. W. Duin , Fabio Roli , Dick de Ridder, A note on core research issues for statistical pattern recognition, Pattern Recognition Letters, v.23 n.4, p.493-499, February 2002
L. I. Kuncheva , C. J. Whitaker , P. D. Cockcroft , Z. S. J. Hoare, Pre-selection of independent binary features: an application to diagnosing Scrapie in sheep, Proceedings of the 20th conference on Uncertainty in artificial intelligence, p.325-332, July 07-11, 2004, Banff, Canada
A. Sakar , R. J. Mammone, Growing and Pruning Neural Tree Networks, IEEE Transactions on Computers, v.42 n.3, p.291-299, March 1993
Chris Ding , Xiaofeng He, K-nearest-neighbor consistency in data clustering: incorporating local information into global optimization, Proceedings of the 2004 ACM symposium on Applied computing, March 14-17, 2004, Nicosia, Cyprus
Stefan Siersdorfer , Sergej Sizov , Gerhard Weikum, Goal-oriented methods and meta methods for document classification and their parameter tuning, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA
Carlos Ordonez , Edward Omiecinski, FREM: fast and robust EM clustering for large data sets, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
Michelle X. Zhou , Min Chen , Ying Feng, Building a Visual Database for Example-based Graphics Generation, Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02), p.23, October 28-29, 2002
Deok-Hwan Kim , Chin-Wan Chung, QCluster: relevance feedback using adaptive clustering for content-based image retrieval, Proceedings of the 2003 ACM SIGMOD international conference on Management of data, June 09-12, 2003, San Diego, California
Faming Liang, An effective Bayesian neural network classifier with a comparison study to support vector machine, Neural Computation, v.15 n.8, p.1959-1989, August 2003
Paul N. Bennett, Using asymmetric distributions to improve text classifier probability estimates, Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, July 28-August 01, 2003, Toronto, Canada
William H. Hsu, Control of inductive bias in supervised learning using evolutionary computation: a wrapper-based approach, Data mining: opportunities and challenges, Idea Group Publishing, Hershey, PA, 2003
John Karat , Clare-Marie Karat , Carolyn Brodie, Personalizing interaction: directions for HCI research, Designing personalized user experiences in eCommerce, Kluwer Academic Publishers, Norwell, MA, 2004
Ju Han Kim , Isaac S. Kohane , Lucila Ohno-Machado, Visualization and evaluation of clusters for exploratory analysis of gene expression data, Journal of Biomedical Informatics, v.35 n.1, p.25-36, February 2002
Alexander Tuzhilin , Gediminas Adomavicius, Handling very large numbers of association rules in the analysis of microarray data, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
Parag C. Pendharkar , James A. Rodger, Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption, Decision Support Systems, v.36 n.1, p.117-136, September 2003
Jerry Fails , Dan Olsen, A design tool for camera-based interaction, Proceedings of the SIGCHI conference on Human factors in computing systems, April 05-10, 2003, Ft. Lauderdale, Florida, USA
Sanja Fidler , Danijel Skocaj , Ales Leonardis, Combining Reconstructive and Discriminative Subspace Methods for Robust Classification and Regression by Subsampling, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.3, p.337-350, March 2006
Wei-Hao Lin , Hsin-Hsi Chen, Backward machine transliteration by learning phonetic similarity, proceeding of the 6th conference on Natural language learning, p.1-7, August 31, 2002
Prem Melville , Raymod J. Mooney , Ramadass Nagarajan, Content-boosted collaborative filtering for improved recommendations, Eighteenth national conference on Artificial intelligence, p.187-192, July 28-August 01, 2002, Edmonton, Alberta, Canada
Ming-Hsuan Yang, Extended isomap for pattern classification, Eighteenth national conference on Artificial intelligence, p.224-229, July 28-August 01, 2002, Edmonton, Alberta, Canada
M. A. Luersen , R. Le Riche, Globalized Nelder-Mead method for engineering optimization, Proceedings of the third international conference on Engineering computational technology, p.165-166, September 04-06, 2002, Stirling, Scotland
Mirella Lapata , Alex Lascarides, Detecting novel compounds: the role of distributional evidence, Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics, April 12-17, 2003, Budapest, Hungary
Woo-Sung Kang , Jin Young Choi, Domain density description for multiclass pattern classification with reduced computational load, Pattern Recognition, v.41 n.6, p.1997-2009, June, 2008
Diansheng Guo , Donna J. Peuquet , Mark Gahegan, ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata, Geoinformatica, v.7 n.3, p.229-253, September 2003
Gang Wu , Yi Wu , Long Jiao , Yuan-Fang Wang , Edward Y. Chang, Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance, Proceedings of the eleventh ACM international conference on Multimedia, November 02-08, 2003, Berkeley, CA, USA
Anoop M. Namboodiri , Anil K. Jain, Online Handwritten Script Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.1, p.124-130, January 2004
Ahmed Elgammal , Ramani Duraiswami , Larry S. Davis, Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.11, p.1499-1504, November 2003
Vana Kalogeraki , Dimitrios Gunopulos , D. Zeinalipour-Yazti, A local search mechanism for peer-to-peer networks, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
Mauricio Orozco-Alzate , César Germán Castellanos-Domínguez, Comparison of the nearest feature classifiers for face recognition, Machine Vision and Applications, v.17 n.5, p.279-285, September 2006
Tadashi Nomoto , Yuji Matsumoto, The diversity-based approach to open-domain text summarization, Information Processing and Management: an International Journal, v.39 n.3, p.363-389, May 2003
Gabor T. Herman , K. T. Daniel Yeung, On Piecewise-Linear Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.7, p.782-786, July 1992
Shaohua Zhou , Volker Krueger , Rama Chellappa, Probabilistic recognition of human faces from video, Computer Vision and Image Understanding, v.91 n.1-2, p.214-245, July 2003
M. A. Maloof , P. Langley , T. O. Binford , R. Nevatia , S. Sage, Improved Rooftop Detection in Aerial Images with Machine Learning, Machine Learning, v.53 n.1-2, p.157-191, October-November 2003
Bisser Raytchev , Hiroshi Murase, Unsupervised recognition of multi-view face sequences based on pairwise clustering with attraction and repulsion, Computer Vision and Image Understanding, v.91 n.1-2, p.22-52, July 2003
S. m. Smith , J. m. Brady, ASSET-2: Real-Time Motion Segmentation and Shape Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.8, p.814-820, August 1995
Benjamin Kuipers , Patrick Beeson, Bootstrap learning for place recognition, Eighteenth national conference on Artificial intelligence, p.174-180, July 28-August 01, 2002, Edmonton, Alberta, Canada
Kwang In Kim , Keechul Jung , Jin Hyung Kim, Texture-Based Approach for Text Detection in Images Using Support Vector Machines and Continuously Adaptive Mean Shift Algorithm, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.12, p.1631-1639, December 2003
Jing Wang , Bobby Bodenheimer, An evaluation of a cost metric for selecting transitions between motion segments, Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation, July 26-27, 2003, San Diego, California
Ying Zhao , George Karypis, Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering, Machine Learning, v.55 n.3, p.311-331, June 2004
Markos Markou , Sameer Singh, Novelty detection: a review—part 1: statistical approaches, Signal Processing, v.83 n.12, p.2481-2497, December 2003
Bernd Fischer , Joachim M. Buhmann, Bagging for Path-Based Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.11, p.1411-1415, November 2003
Xiangqian Wu , David Zhang , Kuanquan Wang, Fisherpalms based palmprint recognition, Pattern Recognition Letters, v.24 n.15, p.2829-2838, November 2003
Donald C. Comeau , W. John Wilbur, Non-word identification or spell checking without a dictionary, Journal of the American Society for Information Science and Technology, v.55 n.2, p.169-177, January 15, 2004
Boaz J. Super, Fast correspondence-based system for shape retrieval, Pattern Recognition Letters, v.25 n.2, p.217-225, 19 January 2004
J. B. Mena, State of the art on automatic road extraction for GIS update: a novel classification, Pattern Recognition Letters, v.24 n.16, p.3037-3058, December 2003
Anthony Santella , Doug DeCarlo, Robust clustering of eye movement recordings for quantification of visual interest, Proceedings of the 2004 symposium on Eye tracking research & applications, p.27-34, March 22-24, 2004, San Antonio, Texas
Eiman Elnahrawy , Badri Nath, Cleaning and querying noisy sensors, Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications, September 19-19, 2003, San Diego, CA, USA
Hong Lu , Yap-Peng Tan, Unsupervised clustering of dominant scenes in sports video, Pattern Recognition Letters, v.24 n.15, p.2651-2662, November 2003
Sheng Gao , Wen Wu , Chin-Hui Lee , Tat-Seng Chua, A maximal figure-of-merit learning approach to text categorization, Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, July 28-August 01, 2003, Toronto, Canada
Jian Zhang , Yiming Yang, Probabilistic score estimation with piecewise logistic regression, Proceedings of the twenty-first international conference on Machine learning, p.115, July 04-08, 2004, Banff, Alberta, Canada
Conrad Sanderson , Kuldip K. Paliwal, Fast features for face authentication under illumination direction changes, Pattern Recognition Letters, v.24 n.14, p.2409-2419, October 2003
Nina Mishra , Dana Ron , Ram Swaminathan, A New Conceptual Clustering Framework, Machine Learning, v.56 n.1-3, p.115-151
Alexandros Kalousis , João Gama , Melanie Hilario, On Data and Algorithms: Understanding Inductive Performance, Machine Learning, v.54 n.3, p.275-312, March 2004
Yan Liu , John R. Kender, Fast video segment retrieval by sort-merge feature selection, boundary refinement, and lazy evaluation, Computer Vision and Image Understanding, v.92 n.2-3, p.147-175, November/December 2003
Hayit Greenspan , Guy Dvir , Yossi Rubner, Context-dependent segmentation and matching in image databases, Computer Vision and Image Understanding, v.93 n.1, p.86-109, January 2004
Ruud M. Bolle , Nalini K. Ratha , Sharath Pankanti, Error analysis of pattern recognition systems: the subsets bootstrap, Computer Vision and Image Understanding, v.93 n.1, p.1-33, January 2004
Jieping Ye , Qi Li , Hui Xiong , Haesun Park , Ravi Janardan , Vipin Kumar, IDR/QR: an incremental dimension reduction algorithm via QR decomposition, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
Philip M. Long, Efficient algorithms for learning functions with bounded variation, Information and Computation, v.188 n.1, p.99-115, 10 January 2004
Vasileios Hatzivassiloglou , Kathleen R. McKeown, Predicting the semantic orientation of adjectives, Proceedings of the eighth conference on European chapter of the Association for Computational Linguistics, p.174-181, July 07-12, 1997, Madrid, Spain
Hinrich Schütze, Automatic word sense discrimination, Computational Linguistics, v.24 n.1, March 1998
Claudio A. Policastro , Andre C. P. L. F. Carvalho , Alexandre C. B. Delbern, Hybrid approach for case adaptation, Design and application of hybrid intelligent systems, IOS Press, Amsterdam, The Netherlands, 2003
Ole-Christoffer Granmo, Parallel hypothesis driven video content analysis, Proceedings of the 2004 ACM symposium on Applied computing, March 14-17, 2004, Nicosia, Cyprus
Hai Leong Chieu , Hwee Tou Ng , Yoong Keok Lee, Closing the gap: learning-based information extraction rivaling knowledge-engineering methods, Proceedings of the 41st Annual Meeting on Association for Computational Linguistics, p.216-223, July 07-12, 2003, Sapporo, Japan
Youngjoong Ko , Jinwoo Park , Jungyun Seo, Improving text categorization using the importance of sentences, Information Processing and Management: an International Journal, v.40 n.1, p.65-79, January 2004
Ming Hsuan Yang , Narendra Ahuja , Mark Tabb, Extraction of 2D Motion Trajectories and Its Application to Hand Gesture Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.24 n.8, p.1061-1074, August 2002
András Kornai , Marc Krellenstein , Michael Mulligan , David Twomey , Fruzsina Veress , Alec Wysoker, Classifying the Hungarian web, Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics, April 12-17, 2003, Budapest, Hungary
Aravind Kalaiah , Amitabh Varshney, Statistical point geometry, Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing, June 23-25, 2003, Aachen, Germany
J. N. Manjunatha , K. R. Sivaramakrishnan , Raghavendra Kumar Pandey , M Narasimha Murthy, Citation prediction using time series approach KDD Cup 2003 (task 1), ACM SIGKDD Explorations Newsletter, v.5 n.2, December 2003
Yanxi Liu , Karen L. Schmidt , Jeffrey F. Cohn , Sinjini Mitra, Facial asymmetry quantification for expression invariant human identification, Computer Vision and Image Understanding, v.91 n.1-2, p.138-159, July 2003
Pavel Paclík , Robert P. W. Duin, Dissimilarity-based classification of spectra: computational issues, Real-Time Imaging, v.9 n.4, p.237-244, August 2003
P. A. Vijaya , M. Narasimha Murty , D. K. Subramanian, Leaders-subleaders: an efficient hierarchical clustering algorithm for large data sets, Pattern Recognition Letters, v.25 n.4, p.505-513, March 2004
Alexander Franz, Independence assumptions considered harmful, Proceedings of the eighth conference on European chapter of the Association for Computational Linguistics, p.182-189, July 07-12, 1997, Madrid, Spain
M. Bacauskiene , A. Verikas, Selecting salient features for classification based on neural network committees, Pattern Recognition Letters, v.25 n.16, p.1879-1891, December 2004
Shimon Ullman , Evgeniy Bart, Recognition invariance obtained by extended and invariant features, Neural Networks, v.17 n.5-6, p.833-848, June 2004
Manny Rayner , Beth Ann Hockey, Transparent combination of rule-based and data-driven approaches in a speech understanding architecture, Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics, April 12-17, 2003, Budapest, Hungary
Diansheng Guo, Coordinating computational and visual approaches for interactive feature selection and multivariate clustering, Information Visualization, v.2 n.4, p.232-246, December 2003
Fabio Aiolli , Alessandro Sperduti, A re-weighting strategy for improving margins, Artificial Intelligence, v.137 n.1-2, p.197-216, May 2002
Dimo Dimov, Fast, shape based image retrieval, Proceedings of the 4th international conference conference on Computer systems and technologies: e-Learning, p.296-302, June 19-20, 2003, Rousse, Bulgaria
Ronan Collobert , Samy Bengio, Links between perceptrons, MLPs and SVMs, Proceedings of the twenty-first international conference on Machine learning, p.23, July 04-08, 2004, Banff, Alberta, Canada
Anind K. Dey , Raffay Hamid , Chris Beckmann , Ian Li , Daniel Hsu, a CAPpella: programming by demonstration of context-aware applications, Proceedings of the SIGCHI conference on Human factors in computing systems, p.33-40, April 24-29, 2004, Vienna, Austria
Djamel Bouchaffra , Venu Govindaraju , Sargur Srihari, A Methodology for Mapping Scores to Probabilities, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.21 n.9, p.923-927, September 1999
Z. Wu , R. Leahy, An Optimal Graph Theoretic Approach to Data Clustering: Theory and Its Application to Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.15 n.11, p.1101-1113, November 1993
Alessandro Vinciarelli , Samy Bengio, Writer adaptation techniques in HMM based off-line cursive script recognition, Pattern Recognition Letters, v.23 n.8, p.905-916, June 2002
T. Wakahara, Shape Matching Using LAT and its Application to Handwritten Numeral Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.6, p.618-629, June 1994
H. Greenspan , R. Goodman , R. Chellappa , C. H. Anderson, Learning Texture Discrimination Rules in a Multiresolution System, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.9, p.894-901, September 1994
Dana H. Ballard, Strip trees: a hierarchical representation for curves, Communications of the ACM, v.24 n.5, p.310-321, May 1981
Pierre-yves Oudeyer, Phonemic coding might result from sensory-motor coupling dynamics, Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats, p.407-416, August 05-09, 2002
Bin Gao , Tie-Yan Liu , Tao Qin , Xin Zheng , Qian-Sheng Cheng , Wei-Ying Ma, Web image clustering by consistent utilization of visual features and surrounding texts, Proceedings of the 13th annual ACM international conference on Multimedia, November 06-11, 2005, Hilton, Singapore
IEEE Transactions on Knowledge and Data Engineering Staff, Hybrid Pattern Recognition Using Markov Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.15 n.6, p.651-656, June 1993
H. Nishida , S. Mori, An Algebraic Approach to Automatic Construction of Structural Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.15 n.12, p.1298-1311, December 1993
Ana L. N. Fred , José M. N. Leitão, A New Cluster Isolation Criterion Based on Dissimilarity Increments, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.8, p.944-958, August 2003
P. Morillo , J. M. Orduña , M. Fernández, A comparison study of evolutive algorithms for solving the partitioning problem in distributed virtual environment systems, Parallel Computing, v.30 n.5-6, p.585-610, May 2004
Athanasios Kehagias , Vassilios Petridis , Vassilis G. Kaburlasos , Pavlina Fragkou, A Comparison of Word- and Sense-Based Text Categorization Using Several Classification Algorithms, Journal of Intelligent Information Systems, v.21 n.3, p.227-247, November 2003
L. O'Gorman, The Document Spectrum for Page Layout Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.15 n.11, p.1162-1173, November 1993
Ishwar K. Sethi, Data mining: an introducation, Data mining for design and manufacturing: methods and applications, Kluwer Academic Publishers, Norwell, MA, 2001
C. D. Martínez-Hinarejos , A. Juan , F. Casacuberta, Median strings for k-nearest neighbour classification, Pattern Recognition Letters, v.24 n.1-3, p.173-181, January 2003
Volker Roth , Julian Laub , Motoaki Kawanabe , Joachim M. Buhmann, Optimal Cluster Preserving Embedding of Nonmetric Proximity Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.12, p.1540-1551, December 2003
Masashi Inoue , Naonori Ueda, Exploitation of Unlabeled Sequences in Hidden Markov Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.12, p.1570-1581, December 2003
Conrad Sanderson , Kuldip K. Paliwal, Features for robust face-based identity verification, Signal Processing, v.83 n.5, p.931-940, May 2003
Heloise Hse , Michael Shilman , A. Richard Newton, Robust sketched symbol fragmentation using templates, Proceedings of the 9th international conference on Intelligent user interface, January 13-16, 2004, Funchal, Madeira, Portugal
Larry Huston , Rahul Sukthankar , Rajiv Wickremesinghe , M. Satyanarayanan , Gregory R. Ganger , Erik Riedel , Anastassia Ailamaki, Diamond: A Storage Architecture for Early Discard in Interactive Search, Proceedings of the 3rd USENIX Conference on File and Storage Technologies, March 31-31, 2004, San Francisco, CA
Sarunas Raudys, Experts' Boasting in Trainable Fusion Rules, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.9, p.1178-1182, September 2003
Tony Van Gestel , Johan A. K. Suykens , Bart Baesens , Stijn Viaene , Jan Vanthienen , Guido Dedene , Bart De Moor , Joos Vandewalle, Benchmarking Least Squares Support Vector Machine Classifiers, Machine Learning, v.54 n.1, p.5-32, January 2004
Volker Blanz , Thomas Vetter, Face Recognition Based on Fitting a 3D Morphable Model, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.9, p.1063-1074, September 2003
Oded Maimon , Lior S. Rokach, Data mining by attribute decomposition with semiconductor manufacturing case study, Data mining for design and manufacturing: methods and applications, Kluwer Academic Publishers, Norwell, MA, 2001
Franz Pernkopf , Paul O'Leary, Floating search algorithm for structure learning of Bayesian network classifiers, Pattern Recognition Letters, v.24 n.15, p.2839-2848, November 2003
Hyun-Chul Kim , Daijin Kim , Sung Yang Bang, Face recognition using LDA mixture model, Pattern Recognition Letters, v.24 n.15, p.2815-2821, November 2003
Vladimir Cherkassky , Yunqian Ma, Comparison of model selection for regression, Neural Computation, v.15 n.7, p.1691-1714, July 2003
Son Lam Phung , Abdesselam Bouzerdoum , Douglas Chai, Skin Segmentation Using Color Pixel Classification: Analysis and Comparison, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.1, p.148-154, January 2005
Jouni K. Seppänen , Heikki Mannila, Dense itemsets, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
Ruud M. Bolle , Andrea Califano , Rick Kjeldsen, A Complete and Extendable Approach to Visual Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.5, p.534-548, May 1992
Šarūnas Raudys , Dean M. Young, Results in statistical discriminant analysis: a review of the former Soviet union literature, Journal of Multivariate Analysis, v.89 n.1, p.1-35, April 2004
M. Das , M. J. Paulik , N. K. Loh, A Bivariate Autoregressive Technique for Analysis and Classification of Planar Shapes, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.12 n.1, p.97-103, January 1990
P. T. Sander , S. W. Zucker, Inferring Surface Trace and Differential Structure from 3-D Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.12 n.9, p.833-854, September 1990
Elzbieta Pekalska , Robert P. W. Duin, Dissimilarity representations allow for building good classifiers, Pattern Recognition Letters, v.23 n.8, p.943-956, June 2002
Xiaofei He , Deng Cai , Haifeng Liu , Wei-Ying Ma, Locality preserving indexing for document representation, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
S. C. Chan , A. K. C. Wong, Synthesis and Recognition of Sequences, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.13 n.12, p.1245-1255, December 1991
William A. Hoff , Narendra Ahuja, Surfaces from Stereo: Integrating Feature Matching, Disparity Estimation, and Contour Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.11 n.2, p.121-136, February 1989
Anil K. Jain , Salil Prabhakar , Lin Hong, A Multichannel Approach to Fingerprint Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.21 n.4, p.348-359, April 1999
Jean-Marie Beaulieu , Morris Goldberg, Hierarchy in Picture Segmentation: A Stepwise Optimization Approach, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.11 n.2, p.150-163, February 1989
Daniel Keysers , Wolfgang Macherey , Hermann Ney , Jörg Dahmen, Adaptation in Statistical Pattern Recognition Using Tangent Vectors, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.2, p.269-274, January 2004
Avinash Jain , Pierre Moulin , Michael I. Miller , Kannan Ramchandran, Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.24 n.9, p.1153-1166, September 2002
Y. Xia, Skeletonization via the Realization of the Fire Front's Propagation and Extinction in Digital Binary Shapes, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.11 n.10, p.1076-1086, October 1989
Youngjoong Ko , Jungyun Seo, Using the feature projection technique based on a normalized voting method for text classification, Information Processing and Management: an International Journal, v.40 n.2, p.191-208, March 2004
Inas Khalifa , Medhat Moussa , Mohamed Kamel, Range image segmentation using local approximation of scan lines with application to CAD model acquisition, Integrated image and graphics technologies, Kluwer Academic Publishers, Norwell, MA, 2004
Mukund Deshpande , George Karypis, Selective Markov models for predicting Web page accesses, ACM Transactions on Internet Technology (TOIT), v.4 n.2, p.163-184, May 2004
Yi Liao , Shu-Cherng Fang , Henry L. W. Nuttle, A neural network model with bounded-weights for pattern classification, Computers and Operations Research, v.31 n.9, p.1411-1426, 1 August 2004
Charu C. Aggarwal , Jiawei Han , Jianyong Wang , Philip S. Yu, On demand classification of data streams, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
Amit K. Roy Chowdhury , Rama Chellappa, Face reconstruction from monocular video using uncertainty analysis and a generic model, Computer Vision and Image Understanding, v.91 n.1-2, p.188-213, July 2003
Dmitry Pavlov , Heikki Mannila , Padhraic Smyth, Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data, IEEE Transactions on Knowledge and Data Engineering, v.15 n.6, p.1409-1421, November 2003
Cordelia Schmid, Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval, International Journal of Computer Vision, v.56 n.1-2, p.7-16, January-February 2004
Conrad Sanderson , Kuldip K. Paliwal, Structurally noise resistant classifier for multi-modal person verification, Pattern Recognition Letters, v.24 n.16, p.3089-3099, December 2003
William E. Spangler , Mordechai Gal-Or , Jerrold H. May, Using data mining to profile TV viewers, Communications of the ACM, v.46 n.12, p.66-72, December 2003
Tian-Shu Wang , Nan-Ning Zheng , Yan Li , Ying-Qing Xu , Heung-Yung Shum, Learning kernel-based HMMs for dynamic sequence synthesis, Graphical Models, v.65 n.4, p.206-221, July 2003
In-Jung Kim , Jin-Hyung Kim, Statistical Character Structure Modeling and Its Application to Handwritten Chinese Character Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.11, p.1422-1436, November 2003
Thomas Funkhouser , Patrick Min , Michael Kazhdan , Joyce Chen , Alex Halderman , David Dobkin , David Jacobs, A search engine for 3D models, ACM Transactions on Graphics (TOG), v.22 n.1, p.83-105, January 2003
Benjamin I. P. Rubinstein , Jon McAuliffe , Simon Cawley , Marimuthu Palaniswami , Kotagiri Ramamohanarao , Terence P. Speed, Machine learning in low-level microarray analysis, ACM SIGKDD Explorations Newsletter, v.5 n.2, December 2003
Kiyoung Yang , Cyrus Shahabi, A PCA-based similarity measure for multivariate time series, Proceedings of the 2nd ACM international workshop on Multimedia databases, November 13-13, 2004, Washington, DC, USA
Selim Aksoy , Krzysztof Koperski , Carsten Tusk , Giovanni Marchisio, Interactive training of advanced classifiers for mining remote sensing image archives, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
Tilman Lange , Volker Roth , Mikio L. Braun , Joachim M. Buhmann, Stability-based validation of clustering solutions, Neural Computation, v.16 n.6, p.1299-1323, June 2004
Shree K. Nayar , Peter N. Belhumeur , Terry E. Boult, Lighting sensitive display, ACM Transactions on Graphics (TOG), v.23 n.4, p.963-979, October 2004
Ramgopal R. Mettu , C. Greg Plaxton, Optimal Time Bounds for Approximate Clustering, Machine Learning, v.56 n.1-3, p.35-60
Mirella Lapata , Chris Brew, Verb class disambiguation using informative priors, Computational Linguistics, v.30 n.1, p.45-73, March 2004
James F. Bowring , James M. Rehg , Mary Jean Harrold, Active learning for automatic classification of software behavior, ACM SIGSOFT Software Engineering Notes, v.29 n.4, July 2004
K. T. Abou-Moustafa , M. Cheriet , C. Y. Suen, On the structure of hidden Markov models, Pattern Recognition Letters, v.25 n.8, p.923-931, June 2004
George Tzanetakis , Perry Cook, Music analysis and retrieval systems for audio signals, Journal of the American Society for Information Science and Technology, v.55 n.12, p.1077-1083, October 2004
Jong Hee Kang , William Welbourne , Benjamin Stewart , Gaetano Borriello, Extracting places from traces of locations, Proceedings of the 2nd ACM international workshop on Wireless mobile applications and services on WLAN hotspots, October 01-01, 2004, Philadelphia, PA, USA
T. Van Gestel , J. A. K. Suykens , G. Lanckriet , A. Lambrechts , B. De Moor , J. Vandewalle, Multiclass LS-SVMs: Moderated Outputs and Coding-Decoding Schemes, Neural Processing Letters, v.15 n.1, p.45-58, February 2002
Krishna Kummamuru , Rohit Lotlikar , Shourya Roy , Karan Singal , Raghu Krishnapuram, A hierarchical monothetic document clustering algorithm for summarization and browsing search results, Proceedings of the 13th international conference on World Wide Web, May 17-20, 2004, New York, NY, USA
C. R. Stephens , H. Waelbroeck , S. Talley, Predicting healthcare costs using GAs, Proceedings of the 2005 workshops on Genetic and evolutionary computation, June 25-26, 2005, Washington, D.C.
Hstau Y. Liao , Gabor T. Herman, Automated estimation of the parameters of Gibbs priors to be used in binary tomography, Discrete Applied Mathematics, v.139 n.1-3, p.149-170, 30 April 2004
Jayanta Basak, Online adaptive decision trees, Neural Computation, v.16 n.9, p.1959-1981, September 2004
Yin Li , Jian Sun , Chi-Keung Tang , Heung-Yeung Shum, Lazy snapping, ACM Transactions on Graphics (TOG), v.23 n.3, August 2004
Brian V. Funt , Graham D. Finlayson, Color Constant Color Indexing, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.5, p.522-529, May 1995
Anton Petrov , Soheil Shams, Microarray Image Processing and Quality Control, Journal of VLSI Signal Processing Systems, v.38 n.3, p.211-226, November 2004
G. Taubin , F. Cukierman , S. Sullivan , J. Ponce , D. J. Kriegman, Parameterized Families of Polynomials for Bounded Algebraic Curve and Surface Fitting, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.3, p.287-303, March 1994
C. M. Karat , C. Brodie , J. Karat , J. Vergo , S. R. Alpert, Personalizing the user experience on ibm.com, IBM Systems Journal, v.42 n.4, p.686-701, October 2003
Owen Carmichael , Martial Hebert, Shape-Based Recognition of Wiry Objects, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.12, p.1537-1552, December 2004
Jianfeng Gao , Chin-Yew Lin, Introduction to the special issue on statistical language modeling, ACM Transactions on Asian Language Information Processing (TALIP), v.3 n.2, p.87-93, June 2004
M. L. Kherfi , D. Ziou , A. Bernardi, Image Retrieval from the World Wide Web: Issues, Techniques, and Systems, ACM Computing Surveys (CSUR), v.36 n.1, p.35-67, March 2004
King-Shy Goh , Edward Y. Chang , Wei-Cheng Lai, Multimodal concept-dependent active learning for image retrieval, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
Shai Shalev-Shwartz , Yoram Singer , Andrew Y. Ng, Online and batch learning of pseudo-metrics, Proceedings of the twenty-first international conference on Machine learning, p.94, July 04-08, 2004, Banff, Alberta, Canada
Jin Ok Kim , Woongjae Lee , Jun Hwang , Kyong Seok Baik , Chin Hyun Chung, Lip print recognition for security systems by multi-resolution architecture, Future Generation Computer Systems, v.20 n.2, p.295-301, February 2004
Jayanta Basak , Raghu Krishnapuram, Interpretable Hierarchical Clustering by Constructing an Unsupervised Decision Tree, IEEE Transactions on Knowledge and Data Engineering, v.17 n.1, p.121-132, January 2005
Volker Tresp , Jürgen Hollatz , Subutai Ahmad, Representing Probabilistic Rules with Networks of GaussianBasis Functions, Machine Learning, v.27 n.2, p.173-200, May 1997
Ambuj K. Singh , B. S. Manjunath , Robert F. Murphy, A distributed database for bio-molecular images, ACM SIGMOD Record, v.33 n.2, June 2004
John Y. Ching , Andrew K. C. Wong , Keith C. C. Chan, Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.7, p.641-651, July 1995
Allan Borodin , Rafail Ostrovsky , Yuval Rabani, Subquadratic Approximation Algorithms for Clustering Problems in High Dimensional Spaces, Machine Learning, v.56 n.1-3, p.153-167
B. A. Draper , C. E. Brodley , P. E. Utgoff, Goal-Directed Classification Using Linear Machine Decision Trees, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.9, p.888-893, September 1994
Zhihong Pan , Glenn Healey , Manish Prasad , Bruce Tromberg, Face Recognition in Hyperspectral Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.12, p.1552-1560, December 2003
Øivind Due Trier , Anil K. Jain, Goal-Directed Evaluation of Binarization Methods, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.12, p.1191-1201, December 1995
Jiebo Luo , Matthew Boutell, Automatic Image Orientation Detection via Confidence-Based Integration of Low-Level and Semantic Cues, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.5, p.715-726, May 2005
Ming-Hsuan Yang , David J. Kriegman , Narendra Ahuja, Detecting Faces in Images: A Survey, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.24 n.1, p.34-58, January 2002
Eugene Hsu , Sommer Gentry , Jovan Popović, Example-based control of human motion, Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation, August 27-29, 2004, Grenoble, France
Adam Meyerson , Liadan O'Callaghan , Serge Plotkin, A k-Median Algorithm with Running Time Independent of Data Size, Machine Learning, v.56 n.1-3, p.61-87
Canasai Kruengkrai , Virach Sornlertlamvanich , Hitoshi Isahara, Refining a divisive partitioning algorithm for unsupervised clustering, Design and application of hybrid intelligent systems, IOS Press, Amsterdam, The Netherlands, 2003
Nimit Kumar , Laxmidhar Behera, Visual–Motor Coordination Using a Quantum Clustering Based Neural Control Scheme, Neural Processing Letters, v.20 n.1, p.11-22, August 2004
Kamal Ali , Wijnand van Stam, TiVo: making show recommendations using a distributed collaborative filtering architecture, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
Balaji Krishnapuram , Alexander J. Hartemink , Lawrence Carin , Mario A. T. Figueiredo, A Bayesian Approach to Joint Feature Selection and Classifier Design, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.9, p.1105-1111, September 2004
Kyrre Begnum , Mark Burgess, Principle Components and Importance Ranking of Distributed Anomalies, Machine Learning, v.58 n.2-3, p.217-230, February 2005
B. Cernuschi-Frias , D. B. Cooper , Y.-P. Hung , P. N. Belhumeur, Toward a Model-Based Bayesian Theory for Estimating and Recognizing Parameterized 3-D Objects Using Two or More Images Taken from Different Positions, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.11 n.10, p.1028-1052, October 1989
Marco F. Duarte , Yu Hen Hu, Vehicle classification in distributed sensor networks, Journal of Parallel and Distributed Computing, v.64 n.7, p.826-838, July 2004
Iftach Nachman , Gal Elidan , Nir Friedman, "Ideal Parent" structure learning for continuous variable networks, Proceedings of the 20th conference on Uncertainty in artificial intelligence, p.400-409, July 07-11, 2004, Banff, Canada
Amnon Shashua, On Photometric Issues in 3D Visual Recognition from aSingle 2D Image, International Journal of Computer Vision, v.21 n.1-2, p.99-122, January. 1997
Hiroshi Mitsumoto , Shinichi Tamura , Kozo Okazaki , Naoki Kajimi , Yutaka Fukui, 3-D Reconstruction Using Mirror Images Based on a Plane Symmetry Recovering Method, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.9, p.941-946, September 1992
Arthur E. C. Pece, The Problem of Sparse Image Coding, Journal of Mathematical Imaging and Vision, v.17 n.2, p.89-108, September 2002
Jie Wei, Markov Edit Distance, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.3, p.311-321, March 2004
François Ennesser , Gérard Medioni, Finding Waldo, or Focus of Attention Using Local Color Information, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.8, p.805-809, August 1995
Malu Castellanos , Fabio Casati , Umeshwar Dayal , Ming-Chien Shan, A Comprehensive and Automated Approach to Intelligent Business Processes Execution Analysis, Distributed and Parallel Databases, v.16 n.3, p.239-273, November 2004
Tomer Hertz , Aharon Bar-Hillel , Daphna Weinshall, Boosting margin based distance functions for clustering, Proceedings of the twenty-first international conference on Machine learning, p.50, July 04-08, 2004, Banff, Alberta, Canada
Wei Chu , S. Sathiya Keerthi , Chong Jin Ong, Bayesian trigonometric support vector classifier, Neural Computation, v.15 n.9, p.2227-2254, September 2003
B. Ravichandran , Avinash Gandhe , R. E. Smith, XCS for robust automatic target recognition, Proceedings of the 2005 conference on Genetic and evolutionary computation, June 25-29, 2005, Washington DC, USA
Cheng-Lin Liu , Hiroshi Sako , Hiromichi Fujisawa, Effects of Classifier Structures and Training Regimes on Integrated Segmentation and Recognition of Handwritten Numeral Strings, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.11, p.1395-1407, November 2004
Bora Gazen , Steven Minton, AutoFeed: an unsupervised learning system for generating webfeeds, Proceedings of the 3rd international conference on Knowledge capture, October 02-05, 2005, Banff, Alberta, Canada
Carlos Ordonez , Edward Omiecinski, Efficient Disk-Based K-Means Clustering for Relational Databases, IEEE Transactions on Knowledge and Data Engineering, v.16 n.8, p.909-921, August 2004
Koji Nakano , Stephen Olariu, An Optimal Algorithm for the Angle-Restricted All Nearest Neighbor Problem on the Reconfigurable Mesh, with Applications, IEEE Transactions on Parallel and Distributed Systems, v.8 n.9, p.983-990, September 1997
Lin Deng , Jian Pei , Jinwen Ma , Dik Lun Lee, A rank sum test method for informative gene discovery, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
Scott Spangler , Jeffrey Kreulen, Interactive methods for taxonomy editing and validation, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
G. Beni , X. Liu, A Least Biased Fuzzy Clustering Method, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.9, p.954-960, September 1994
K. V. Mardia , T. J. Hainsworth, A Spatial Thresholding Method for Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.10 n.6, p.919-927, November 1988
Till Quack , Ullrich Mönich , Lars Thiele , B. S. Manjunath, Cortina: a system for large-scale, content-based web image retrieval, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
R. Lin , S. Olariu , J. L. Schwing , B.-F. Wang, The Mesh with Hybrid Buses: An Efficient Parallel Architecture for Digital Geometry, IEEE Transactions on Parallel and Distributed Systems, v.10 n.3, p.266-280, March 1999
Chahab Nastar , Nicholas Ayache, Frequency-Based Nonrigid Motion Analysis: Application to Four Dimensional Medical Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.18 n.11, p.1067-1079, November 1996
S. -H. Lin , M. C. Chen , J. -M. Ho , Y. -M. Huang, ACIRD: Intelligent Internet Document Organization and Retrieval, IEEE Transactions on Knowledge and Data Engineering, v.14 n.3, p.599-614, May 2002
J. Wu , C. Chan, Isolated Word Recognition by Neural Network Models with Cross-Correlation Coefficients for Speech Dynamics, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.15 n.11, p.1174-1185, November 1993
David P. Helmbold , Robert E. Schapire , Yoram Singer , Manfred K. Warmuth, A Comparison of New and Old Algorithms for a Mixture EstimationProblem, Machine Learning, v.27 n.1, p.97-119, April 1997
Anne H. Schistad Solberg, Flexible nonlinear contextual classification, Pattern Recognition Letters, v.25 n.13, p.1501-1508, 1 October 2004
Tao Jiang , Art B. Owen, Quasi-regression with shrinkage, Mathematics and Computers in Simulation, v.62 n.3-6, p.231-241, 3 March 2003
Rastislav Lukac , Bogdan Smolka , Konstantinos N. Plataniotis , Anastasios N. Venetsanopoulos, Selection weighted vector directional filters, Computer Vision and Image Understanding, v.94 n.1-3, p.140-167, April/May/June 2004
Jens Keuchel , Christoph Schnörr , Christian Schellewald , Daniel Cremers, Binary Partitioning, Perceptual Grouping, and Restoration with Semidefinite Programming, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.11, p.1364-1379, November 2003
Gediminas Adomavicius , Ramesh Sankaranarayanan , Shahana Sen , Alexander Tuzhilin, Incorporating contextual information in recommender systems using a multidimensional approach, ACM Transactions on Information Systems (TOIS), v.23 n.1, p.103-145, January 2005
Robert Osada , Thomas Funkhouser , Bernard Chazelle , David Dobkin, Shape distributions, ACM Transactions on Graphics (TOG), v.21 n.4, p.807-832, October 2002
Thomas Villmann , Erzsébet Merényi , Barbara Hammer, Neural maps in remote sensing image analysis, Neural Networks, v.16 n.3-4, p.389-403, April 2003
Asok Ray, Symbolic dynamic analysis of complex systems for anomaly detection, Signal Processing, v.84 n.7, p.1115-1130, July 2004
Jian-xiong Dong , Adam Krzyzak , Ching Y. Suen, Fast SVM Training Algorithm with Decomposition on Very Large Data Sets, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.4, p.603-618, April 2005
Per-Ola Kristensson , Shumin Zhai, SHARK2: a large vocabulary shorthand writing system for pen-based computers, Proceedings of the 17th annual ACM symposium on User interface software and technology, October 24-27, 2004, Santa Fe, NM, USA
Giuseppe Acciani , Ernesto Chiarantoni , Girolamo Fornarelli , Silvano Vergura, A feature extraction unsupervised neural network for an environmental data set, Neural Networks, v.16 n.3-4, p.427-436, April 2003
John P. Collomosse , Peter M. Hall, Cubist Style Rendering from Photographs, IEEE Transactions on Visualization and Computer Graphics, v.9 n.4, p.443-453, October 2003
Michael D. Grossberg , Shree K. Nayar, Modeling the Space of Camera Response Functions, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.10, p.1272-1282, October 2004
Guanglei Liu , Chuanyi Ji , Vincent W. S. Chan, On the scalability of network management information for inter-domain light-path assessment, IEEE/ACM Transactions on Networking (TON), v.13 n.1, p.160-172, February 2005
Prateek Sarkar , George Nagy, Style Consistent Classification of Isogenous Patterns, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.1, p.88-98, January 2005
Cen Li , Gautam Biswas, Unsupervised Learning with Mixed Numeric and Nominal Data, IEEE Transactions on Knowledge and Data Engineering, v.14 n.4, p.673-690, July 2002
Eugene Hsu , Kari Pulli , Jovan Popović, Style translation for human motion, ACM Transactions on Graphics (TOG), v.24 n.3, July 2005
K. Cho , S. M. Dunn, Learning Shape Classes, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.16 n.9, p.882-888, September 1994
Doina Precup , Paul E. Utgoff, Classification Using Φ-Machines and Constructive Function Approximation, Machine Learning, v.55 n.1, p.31-52, April 2004
Cheng-Lin Liu , Stefan Jaeger , Masaki Nakagawa, Online Recognition of Chinese Characters: The State-of-the-Art, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.2, p.198-213, January 2004
Özgür Şimşek , Andrew G. Barto, Using relative novelty to identify useful temporal abstractions in reinforcement learning, Proceedings of the twenty-first international conference on Machine learning, p.95, July 04-08, 2004, Banff, Alberta, Canada
Steffen Staab, Emergent Semantics, IEEE Intelligent Systems, v.17 n.1, p.78-86, January 2002
Roy Malka , Boaz Lerner, Classification of flourescence in situ hybridization images using belief networks, Pattern Recognition Letters, v.25 n.16, p.1777-1785, December 2004
Chris Ding , Xiaofeng He, K-means clustering via principal component analysis, Proceedings of the twenty-first international conference on Machine learning, p.29, July 04-08, 2004, Banff, Alberta, Canada
Ankur Jain , Edward Y. Chang , Yuan-Fang Wang, Adaptive stream resource management using Kalman Filters, Proceedings of the 2004 ACM SIGMOD international conference on Management of data, June 13-18, 2004, Paris, France
Erick Cantú-Paz , Chandrika Kamath, Evolving neural networks to identify bent-double galaxies in the FIRST survey, Neural Networks, v.16 n.3-4, p.507-517, April 2003
Xiaofei He, Incremental semi-supervised subspace learning for image retrieval, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
Kenji Suzuki , Isao Horiba , Noboru Sugie, Neural Edge Enhancer for Supervised Edge Enhancement from Noisy Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.12, p.1582-1596, December 2003
Lee A. Iverson , Steven W. Zucker, Logical/Linear Operators for Image Curves, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.10, p.982-996, October 1995
Sudeep Sarkar , P. Jonathon Phillips , Zongyi Liu , Isidro Robledo Vega , Patrick Grother , Kevin W. Bowyer, The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.2, p.162-177, February 2005
P. Androutsos , A. Kushki , K. N. Plataniotis , A. N. Venetsanopoulos, Aggregation of color and shape features for hybrid query generation in content based visual information retrieval, Signal Processing, v.85 n.2, p.385-393, February 2005
Hermann Ney , Ute Essen , Reinhard Kneser, On the Estimation of 'Small' Probabilities by Leaving-One-Out, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.17 n.12, p.1202-1212, December 1995
Sameer Singh, Multiresolution Estimates of Classification Complexity, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.25 n.12, p.1534-1539, December 2003
Aravind Kalaiah , Amitabh Varshney, Statistical geometry representation for efficient transmission and rendering, ACM Transactions on Graphics (TOG), v.24 n.2, p.348-373, April 2005
Boris Aronov , Sariel Har-Peled, On approximating the depth and related problems, Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms, January 23-25, 2005, Vancouver, British Columbia
Youssef M. Marzouk , Ahmed F. Ghoniem, K-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical N-body simulations, Journal of Computational Physics, v.207 n.2, p.493-528, 10 August 2005
Jun Wang , Mohan S Kankanhalli , Weiqi Yan , Ramesh Jain, Experiential Sampling for video surveillance, First ACM SIGMM international workshop on Video surveillance, November 02-08, 2003, Berkeley, California
Jitender S. Deogun , Vijay V. Raghavan, Description of the UNL/USL system used for MUC-3, Proceedings of the 3rd conference on Message understanding, May 21-23, 1991, San Diego, California
Gyula Zsigri , András Kocsor , László Tóth , Györgyi Sejtes, Phonetic level annotation and segmentation of Hungarian speech databases, Acta Cybernetica, v.16 n.4, p.659-673, 2004
Gediminas Adomavicius , Alexander Tuzhilin, Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions, IEEE Transactions on Knowledge and Data Engineering, v.17 n.6, p.734-749, June 2005
Bin Ma , Haizhou Li, A phonotactic-semantic paradigm for automatic spoken document classification, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
John Burger , John Henderson, Exploiting diversity for answering questions, Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers, p.10-12, May 27-June 01, 2003, Edmonton, Canada
P. Carrión , E. Cernadas , J. F. Gálvez , M. Damián , P. de Sá-Otero, Classification of honeybee pollen using a multiscale texture filtering scheme, Machine Vision and Applications, v.15 n.4, p.186-193, October 2004
H. B. Mitchell, Pattern recognition using type-II fuzzy sets, Information Sciences—Informatics and Computer Science: An International Journal, v.170 n.2-4, p.409-418, 25 February 2005
Geoffrey I. Webb , Kai Ming Ting, On the application of ROC analysis to predict classification performance under varying class distributions, Machine Learning, v.58 n.1, p.25-32, January 2005
Jong Hee Kang , William Welbourne , Benjamin Stewart , Gaetano Borriello, Extracting places from traces of locations, ACM SIGMOBILE Mobile Computing and Communications Review, v.9 n.3, July 2005
Michail Vlachos , George Kollios , Dimitrios Gunopulos, Elastic Translation Invariant Matching of Trajectories, Machine Learning, v.58 n.2-3, p.301-334, February 2005
Ossama Younis , Sonia Fahmy, FlowMate: scalable on-line flow clustering, IEEE/ACM Transactions on Networking (TON), v.13 n.2, p.288-301, April 2005
N. Bertoldi , F. Brugnara , M. Cettolo , M. Federico , D. Giuliani, Cross-task portability of a broadcast news speech recognition system, Speech Communication, v.38 n.3-4, p.335-347, November 2002
Mihai Surdeanu , Jordi Turmo , Alicia Ageno, A hybrid unsupervised approach for document clustering, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA
Yaniv Frishman , Ayellet Tal, Visualization of mobile object environments, Proceedings of the 2005 ACM symposium on Software visualization, May 14-15, 2005, St. Louis, Missouri
Derek Hoiem , Alexei A. Efros , Martial Hebert, Automatic photo pop-up, ACM Transactions on Graphics (TOG), v.24 n.3, July 2005
Jian-xiong Dong , Adam Krzyzak , Ching Y. Suen, An improved handwritten Chinese character recognition system using support vector machine, Pattern Recognition Letters, v.26 n.12, p.1849-1856, September 2005
Jieping Ye , Qi Li, A Two-Stage Linear Discriminant Analysis via QR-Decomposition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.6, p.929-941, June 2005
David D. Lewis, Data extraction as text categorization: an experiment with the MUC-3 corpus, Proceedings of the 3rd conference on Message understanding, May 21-23, 1991, San Diego, California
Venkatavasu Bokka , Himabindu Gurla , Stephan Olariu , James L. Schwing, Podality-Based Time-Optimal Computations on Enhanced Meshes, IEEE Transactions on Parallel and Distributed Systems, v.8 n.10, p.1019-1035, October 1997
Jaesik Min , Kevin W. Bowyer, Improved range image segmentation by analyzing surface fit patterns, Computer Vision and Image Understanding, v.97 n.2, p.242-258, February 2005
Ramesh Nallapati, Semantic language models for topic detection and tracking, Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop, p.1-6, May 27-June 01, 2003, Edmonton, Canada
David L. Buckeridge , Howard Burkom , Murray Campbell , William R. Hogan , Andrew W. Moore, Algorithms for rapid outbreak detection: a research synthesis, Journal of Biomedical Informatics, v.38 n.2, p.99-113, April 2005
Jun Yan , Ning Liu , Benyu Zhang , Shuicheng Yan , Zheng Chen , Qiansheng Cheng , Weiguo Fan , Wei-Ying Ma, OCFS: optimal orthogonal centroid feature selection for text categorization, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
Manik Varma , Andrew Zisserman, A Statistical Approach to Texture Classification from Single Images, International Journal of Computer Vision, v.62 n.1-2, p.61-81, April-May 2005
Cem Ünsalan , Kim L. Boyer, A system to detect houses and residential street networks in multispectral satellite images, Computer Vision and Image Understanding, v.98 n.3, p.423-461, June 2005
Alexander Mehler, Hierarchical orderings of textual units, Proceedings of the 19th international conference on Computational linguistics, p.1-7, August 24-September 01, 2002, Taipei, Taiwan
Matthew Cooper , Jonathan Foote , Andreas Girgensohn , Lynn Wilcox, Temporal event clustering for digital photo collections, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), v.1 n.3, p.269-288, August 2005
Rong Chen , Edward H. Herskovits, A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA
Vijay Karamcheti , Davi Geiger , Zvi Kedem , S. Muthukrishnan, Detecting malicious network traffic using inverse distributions of packet contents, Proceeding of the 2005 ACM SIGCOMM workshop on Mining network data, August 26-26, 2005, Philadelphia, Pennsylvania, USA
Michael J. Lyons , Michael Haehnel , Nobuji Tetsutani, Designing, playing, and performing with a vision-based mouth interface, Proceedings of the 2003 conference on New interfaces for musical expression, May 22-24, 2003, Montreal, Quebec, Canada
Franz Pernkopf , Djamel Bouchaffra, Genetic-Based EM Algorithm for Learning Gaussian Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.8, p.1344-1348, August 2005
Ching-Hung Lee , Yu-Ching Lin, An adaptive neuro-fuzzy filter design via periodic fuzzy neural network, Signal Processing, v.85 n.2, p.401-411, February 2005
Alex M. Menkes, Book review: Signal and Image Processing with Neural Networks by Timothy Masters (John Wiley & Sons, Inc., 1994), ACM SIGART Bulletin, v.6 n.3, p.18-19, July 1995
Bin Gao , Tie-Yan Liu , Xin Zheng , Qian-Sheng Cheng , Wei-Ying Ma, Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA
Jieping Ye , Qi Li , Hui Xiong , Haesun Park , Ravi Janardan , Vipin Kumar, IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition, IEEE Transactions on Knowledge and Data Engineering, v.17 n.9, p.1208-1222, September 2005
B. John Oommen , Luis G. Rueda, A formal analysis of why heuristic functions work, Artificial Intelligence, v.164 n.1-2, p.1-22, May 2005
Yung-Keun Kwon , Byung-Ro Moon, Nonlinear feature extraction using a neuro genetic hybrid, Proceedings of the 2005 conference on Genetic and evolutionary computation, June 25-29, 2005, Washington DC, USA
Gustavo Carneiro , Nuno Vasconcelos, A database centric view of semantic image annotation and retrieval, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
Elad Yom-Tov , Shai Fine , David Carmel , Adam Darlow, Learning to estimate query difficulty: including applications to missing content detection and distributed information retrieval, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
Jeffrey S. Beis , David G. Lowe, Indexing without Invariants in 3D Object Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.21 n.10, p.1000-1015, October 1999
Ulisses Braga-Neto , John Goutsias, Object-Based Image Analysis Using Multiscale Connectivity, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.6, p.892-907, June 2005
Murali Haran , Alan Karr , Alessandro Orso , Adam Porter , Ashish Sanil, Applying classification techniques to remotely-collected program execution data, ACM SIGSOFT Software Engineering Notes, v.30 n.5, September 2005
Franz Josef Och, Minimum error rate training in statistical machine translation, Proceedings of the 41st Annual Meeting on Association for Computational Linguistics, p.160-167, July 07-12, 2003, Sapporo, Japan
Amir Ahmad , Lipika Dey, A feature selection technique for classificatory analysis, Pattern Recognition Letters, v.26 n.1, p.43-56, 1 January 2005
Shai Rubin , Mihai Christodorescu , Vinod Ganapathy , Jonathon T. Giffin , Louis Kruger , Hao Wang , Nicholas Kidd, An auctioning reputation system based on anomaly, Proceedings of the 12th ACM conference on Computer and communications security, November 07-11, 2005, Alexandria, VA, USA
Gita Sukthankar , Katia Sycara, A cost minimization approach to human behavior recognition, Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems, July 25-29, 2005, The Netherlands
Sameer Singh , Markos Markou, An Approach to Novelty Detection Applied to the Classification of Image Regions, IEEE Transactions on Knowledge and Data Engineering, v.16 n.4, p.396-407, April 2004
Lipyeow Lim , Min Wang , Jeffrey Scott Vitter, CXHist: an on-line classification-based histogram for XML string selectivity estimation, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway
Nizar Bouguila , Djemel Ziou, Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications, Pattern Recognition Letters, v.26 n.12, p.1916-1925, September 2005
Helge Langseth , Thomas D. Nielsen, Latent Classification Models, Machine Learning, v.59 n.3, p.237-265, June 2005
Sariel Har-Peled , Bardia Sadri, How fast is the k-means method?, Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms, January 23-25, 2005, Vancouver, British Columbia
David D. Lewis, Feature selection and feature extraction for text categorization, Proceedings of the workshop on Speech and Natural Language, February 23-26, 1992, Harriman, New York
Antonio P. G. Damiance, Jr. , Liang Zhao , Andre C. P. L. F. Carvalho, A dynamical model with adaptive pixel moving for microarray images segmentation, Real-Time Imaging, v.10 n.4, p.189-195, August 2004
Deok-Hwan Kim , Chin-Wan Chung , Kobus Barnard, Relevance feedback using adaptive clustering for image similarity retrieval, Journal of Systems and Software, v.78 n.1, p.9-23, October 2005
Özgür Şimşek , Alicia P. Wolfe , Andrew G. Barto, Identifying useful subgoals in reinforcement learning by local graph partitioning, Proceedings of the 22nd international conference on Machine learning, p.816-823, August 07-11, 2005, Bonn, Germany
O. Camara , O. Colliot , I. Bloch, Computational modeling of thoracic and abdominal anatomy using spatial relationships for image segmentation, Real-Time Imaging, v.10 n.4, p.263-273, August 2004
Michael McGuire , Konstantinos N. Plataniotis , Anastasios N. Venetsanopoulos, Data Fusion of Power and Time Measurements for Mobile Terminal Location, IEEE Transactions on Mobile Computing, v.4 n.2, p.142-153, March 2005
Nir Ailon , Bernard Chazelle , Seshadhri Comandur , Ding Liu, Self-improving algorithms, Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm, p.261-270, January 22-26, 2006, Miami, Florida
Andruid Kerne , Eunyee Koh , Vikram Sundaram , J. Michael Mistrot, Generative semantic clustering in spatial hypertext, Proceedings of the 2005 ACM symposium on Document engineering, November 02-04, 2005, Bristol, United Kingdom
Rui Li , Bir Bhanu , Anlei Dong, Coevolutionary feature synthesized EM algorithm for image retrieval, Proceedings of the 13th annual ACM international conference on Multimedia, November 06-11, 2005, Hilton, Singapore
Douglas Turnbull , Charles Elkan, Fast Recognition of Musical Genres Using RBF Networks, IEEE Transactions on Knowledge and Data Engineering, v.17 n.4, p.580-584, April 2005
Liu Ren , Gregory Shakhnarovich , Jessica K. Hodgins , Hanspeter Pfister , Paul Viola, Learning silhouette features for control of human motion, ACM Transactions on Graphics (TOG), v.24 n.4, p.1303-1331, October 2005
Anil K. Ghosh , Probal Chaudhuri , C. A. Murthy, On Visualization and Aggregation of Nearest Neighbor Classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.10, p.1592-1602, October 2005
Raymond Y. K. Lau, Adaptive negotiation agents for e-business, Proceedings of the 7th international conference on Electronic commerce, August 15-17, 2005, Xi'an, China
Ping Li , Igor Farkas , Brian MacWhinney, Early lexical development in a self-organizing neural network, Neural Networks, v.17 n.8-9, p.1345-1362, October/November 2004
Jernej Barbič , Alla Safonova , Jia-Yu Pan , Christos Faloutsos , Jessica K. Hodgins , Nancy S. Pollard, Segmenting motion capture data into distinct behaviors, Proceedings of the 2004 conference on Graphics interface, p.185-194, May 17-19, 2004, London, Ontario, Canada
Joes Staal , Stiliyan N. Kalitzin , Max A. Viergever, A Trained Spin-Glass Model for Grouping of Image Primitives, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.7, p.1172-1182, July 2005
Giorgio Fumera , Fabio Roli, A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.6, p.942-956, June 2005
Rui Cai , Lie Lu , Alan Hanjalic, Unsupervised content discovery in composite audio, Proceedings of the 13th annual ACM international conference on Multimedia, November 06-11, 2005, Hilton, Singapore
Hongyan Liu , Xiaoxin Yin , Jiawei Han, An efficient multi-relational Naïve Bayesian classifier based on semantic relationship graph, Proceedings of the 4th international workshop on Multi-relational mining, p.39-48, August 21-21, 2005, Chicago, Illinois
Sambu Seo , Klaus Obermayer, Self-organizing maps and clustering methods for matrix data, Neural Networks, v.17 n.8-9, p.1211-1229, October/November 2004
E. Cernadas , P. Carriön , P. G. Rodriguez , E. Muriel , T. Antequera, Analyzing magnetic resonance images of Iberian pork loin to predict its sensorial characteristics, Computer Vision and Image Understanding, v.98 n.2, p.345-361, May 2005
Xiaofei He , Deng Cai , Haifeng Liu , Jiawei Han, Image clustering with tensor representation, Proceedings of the 13th annual ACM international conference on Multimedia, November 06-11, 2005, Hilton, Singapore
Julian Fierrez-Aguilar , Daniel Garcia-Romero , Javier Ortega-Garcia , Joaquin Gonzalez-Rodriguez, Adapted user-dependent multimodal biometric authentication exploiting general information, Pattern Recognition Letters, v.26 n.16, p.2628-2639, December 2005
Shin C. Chin , Asok Ray , Venkatesh Rajagopalan, Symbolic time series analysis for anomaly detection: a comparative evaluation, Signal Processing, v.85 n.9, p.1859-1868, September 2005
Deb Roy , Ehud Reiter, Connecting language to the world, Artificial Intelligence, v.167 n.1-2, p.1-12, September 2005
Mohan M. Trivedi , Tarak L. Gandhi , Kohsia S. Huang, Distributed Interactive Video Arrays for Event Capture and Enhanced Situational Awareness, IEEE Intelligent Systems, v.20 n.5, p.58-66, September 2005
Gautam Pant , Padmini Srinivasan, Learning to crawl: Comparing classification schemes, ACM Transactions on Information Systems (TOIS), v.23 n.4, p.430-462, October 2005
Garrett T. Kenyon , James Theiler , John S. George , Bryan J. Travis , David W. Marshak, Correlated firing improves stimulus discrimination in a retinal model, Neural Computation, v.16 n.11, p.2261-2291, November 2004
Slobodan Ribaric , Ivan Fratric, A Biometric Identification System Based on Eigenpalm and Eigenfinger Features, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.11, p.1698-1709, November 2005
Andrew Busch , Wageeh W. Boles , Sridha Sridharan, Texture for Script Identification, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.11, p.1720-1732, November 2005
Bogdan Georgescu , Peter Meer, Point Matching under Large Image Deformations and Illumination Changes, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.6, p.674-688, June 2004
Elena Baralis , Silvia Chiusano, Essential classification rule sets, ACM Transactions on Database Systems (TODS), v.29 n.4, p.635-674, December 2004
David Casasent , Yu-Chiang Wang, A hierarchical classifier using new support vector machines for automatic target recognition, Neural Networks, v.18 n.5-6, p.541-548, June 2005
Ah-Hwee Tan , Hwee-Leng Ong , Hong Pan , Jamie Ng , Qiu-Xiang Li, Towards personalised web intelligence, Knowledge and Information Systems, v.6 n.5, p.595-616, September 2004
Paul E. Patton , Thomas J. Anastasio, Modeling cross-modal enhancement and modality-specific suppression in multisensory neurons, Neural Computation, v.15 n.4, p.783-810, April 2003
Witold Pedrycz, Collaborative fuzzy clustering, Pattern Recognition Letters, v.23 n.14, p.1675-1686, December 2002
Nikolaos Doulamis , Anastasios Doulamis, Non-sequential multiscale content-based video decomposition, Signal Processing, v.85 n.2, p.325-356, February 2005
Ronald R. Yager, Toward the intelligent control of hierarchical clustering, Technologies for constructing intelligent systems: Tasks, Physica-Verlag GmbH, Heidelberg, Germany, 2002
Jaime S. Cardoso , Joaquim F. Pinto da Costa , Maria J. Cardoso, Modelling ordinal relations with SVMs: an application to objective aesthetic evaluation of breast cancer conservative treatment, Neural Networks, v.18 n.5-6, p.808-817, June 2005
Robert M. Losee, Browsing mixed structured and unstructured data, Information Processing and Management: an International Journal, v.42 n.2, p.440-452, March 2006
Kar-Ann Toh , Quoc-Long Tran , Dipti Srinivasan, Benchmarking a Reduced Multivariate Polynomial Pattern Classifier, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.6, p.740-755, June 2004
Luc T. Wille, Review of "Learning Kernel Classifiers: Theory and Algorithms by Ralf Herbrich." MIT Press, Cambridge, Mass., 2002. ISBN 026208306X, 384 pages; and Review of "Learning with Kernels: Support Vector Machines, Regularization Optimization and Beyond by Bernhard Scholkopf and Alexander J. Smola." IT Press, Cambridge, Mass., 2002, ISBN 0262194759, 644 pages., ACM SIGACT News, v.35 n.3, September 2004
Ovidiu Ghita , Paul F. Whelan , Tim Carew , Padmapriya Nammalwar, Quality grading of painted slates using texture analysis, Computers in Industry, v.56 n.8, p.802-815, December 2005
Jamie A. Ward , Paul Lukowicz , Gerhard Tröster, Gesture spotting using wrist worn microphone and 3-axis accelerometer, Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies, October 12-14, 2005, Grenoble, France
Martin H. C. Law , Mario A. T. Figueiredo , Anil K. Jain, Simultaneous Feature Selection and Clustering Using Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.9, p.1154-1166, September 2004
Miin-Shen Yang , Kuo-Lung Wu, A Similarity-Based Robust Clustering Method, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.26 n.4, p.434-448, April 2004
Venkatavasu Bokka , Himabindu Gurla , Stephan Olariu , James L. Schwing , Larry Wilson, Time-Optimal Domain-Specific Querying on Enhanced Meshes, IEEE Transactions on Parallel and Distributed Systems, v.8 n.1, p.13-24, January 1997
C. M. Takemura , R. M. Cesar, Jr. , R. A. T. Arantes , L. da F. Costa , E. Hingst-Zaher , V. Bonato , S. F. dos Reis, Morphometrical data analysis using wavelets, Real-Time Imaging, v.10 n.4, p.239-250, August 2004
Bin Gao , Tie-Yan Liu , Guang Feng , Tao Qin , Qian-Sheng Cheng , Wei-Ying Ma, Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning, IEEE Transactions on Knowledge and Data Engineering, v.17 n.9, p.1263-1273, September 2005
Florent Perronnin , Jean-Luc Dugelay , Kenneth Rose, A Probabilistic Model of Face Mapping with Local Transformations and Its Application to Person Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.7, p.1157-1171, July 2005
Cor J. Veenman , David M. J. Tax, LESS: A Model-Based Classifier for Sparse Subspaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.9, p.1496-1500, September 2005
Ana L. N. Fred , Anil K. Jain, Combining Multiple Clusterings Using Evidence Accumulation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.27 n.6, p.835-850, June 2005
Jianfeng Gao , Haoliang Qi , Xinsong Xia , Jian-Yun Nie, Linear discriminant model for information retrieval, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
Manuele Bicego , Umberto Castellani , Vittorio Murino, A hidden Markov model approach for appearance-based 3D object recognition, Pattern Recognition Letters, v.26 n.16, p.2588-2599, December 2005
Per-Ola Kristensson , Shumin Zhai, Relaxing stylus typing precision by geometric pattern matching, Proceedings of the 10th international conference on Intelligent user interfaces, January 10-13, 2005, San Diego, California, USA
Youngjoong Ko , Jungyun Seo, Text categorization using feature projections, Proceedings of the 19th international conference on Computational linguistics, p.1-7, August 24-September 01, 2002, Taipei, Taiwan
Deng Cai , Xiaofei He, Orthogonal locality preserving indexing, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
Robert Bridle , Eric McCreath, Inducing shortcuts on a mobile phone interface, Proceedings of the 11th international conference on Intelligent user interfaces, January 29-February 01, 2006, Sydney, Australia
Marcos Salganicoff, Tolerating Concept and Sampling Shift in Lazy Learning UsingPrediction Error Context Switching, Artificial Intelligence Review, v.11 n.1-5, p.133-155, Feb. 1997
Luis Rueda, Selecting the best hyperplane in the framework of optimal pairwise linear classifiers, Pattern Recognition Letters, v.25 n.1, p.49-62, 5 January 2004
Robert C. Holte , Chris Drummond, Cost-sensitive classifier evaluation, Proceedings of the 1st international workshop on Utility-based data mining, August 21-21, 2005, Chicago, Illinois
Takeshi Shakunaga, 3-D Corridor Modeling from a Single View Under Natural Lighting Conditions, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.14 n.2, p.293-298, February 1992
Santosh Mathan , Stephen Whitlow , Deniz Erdogmus , Misha Pavel , Patricia Ververs , Michael Dorneich, Neurophysiologically driven image triage: a pilot study, CHI '06 extended abstracts on Human factors in computing systems, April 22-27, 2006, Montréal, Québec, Canada
Cheng-Chin Chiang , Chi-Jang Huang, A robust method for detecting arbitrarily tilted human faces in color images, Pattern Recognition Letters, v.26 n.16, p.2518-2536, December 2005
Dietrich Wettschereck , David W. Aha , Takao Mohri, A Review and Empirical Evaluation of Feature Weighting Methods for aClass of Lazy Learning Algorithms, Artificial Intelligence Review, v.11 n.1-5, p.273-314, Feb. 1997
Giorgio Giacinto , Fabio Roli , Luca Didaci, Fusion of multiple classifiers for intrusion detection in computer networks, Pattern Recognition Letters, v.24 n.12, p.1795-1803, August 2003
Daniel L. Swets , Juyang Weng, Hierarchical Discriminant Analysis for Image Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.21 n.5, p.386-401, May 1999
John C. Henderson, Word alignment baselines, Proceedings of the HLT-NAACL 2003 Workshop on Building and using parallel texts: data driven machine translation and beyond, p.27-30, May 31-31, 2003, Edmonton, Canada
Hermann Ney, Stochastic modelling: from pattern classification to language translation, Proceedings of the workshop on Data-driven methods in machine translation, p.1-5, July 07-07, 2001, Toulouse, France
David Williams , Xuejun Liao , Ya Xue , Lawrence Carin, Incomplete-data classification using logistic regression, Proceedings of the 22nd international conference on Machine learning, p.972-979, August 07-11, 2005, Bonn, Germany
William M. Wells, III, Statistical Approaches to Feature-Based Object Recognition, International Journal of Computer Vision, v.21 n.1-2, p.63-98, January. 1997
Stan Z. Li, Parameter Estimation for Optimal Object Recognition: Theory andApplication, International Journal of Computer Vision, v.21 n.3, p.207-222, Feb. 1997
Umesh Rajashekar , Lawrence K. Cormack , Alan C. Bovik, Visual search: structure from noise, Proceedings of the 2002 symposium on Eye tracking research & applications, March 25-27, 2002, New Orleans, Louisiana
Stephan Dreiseitl , Lucila Ohno-Machado, Logistic regression and artificial neural network classification models: a methodology review, Journal of Biomedical Informatics, v.35 n.5/6, p.352-359, October 2002
Ben Taskar , Vassil Chatalbashev , Daphne Koller , Carlos Guestrin, Learning structured prediction models: a large margin approach, Proceedings of the 22nd international conference on Machine learning, p.896-903, August 07-11, 2005, Bonn, Germany
Kevyn Collins-Thompson , Jamie Callan, Predicting reading difficulty with statistical language models, Journal of the American Society for Information Science and Technology, v.56 n.13, p.1448-1462, November 2005
Marie desJardins , Eric Eaton , Kiri L. Wagstaff, Learning user preferences for sets of objects, Proceedings of the 23rd international conference on Machine learning, p.273-280, June 25-29, 2006, Pittsburgh, Pennsylvania
David Arthur , Sergei Vassilvitskii, How slow is the k-means method?, Proceedings of the twenty-second annual symposium on Computational geometry, June 05-07, 2006, Sedona, Arizona, USA
N. Kim , N. Kehtarnavaz, DWT-based scene-adaptive color quantization, Real-Time Imaging, v.11 n.5-6, p.443-453, October - December 2005
Julian Laub , Klaus-Robert Müller, Feature Discovery in Non-Metric Pairwise Data, The Journal of Machine Learning Research, 5, p.801-818, 12/1/2004
Jennifer G. Dy , Carla E. Brodley, Feature Selection for Unsupervised Learning, The Journal of Machine Learning Research, 5, p.845-889, 12/1/2004
Nitesh V. Chawla , Lawrence O. Hall , Kevin W. Bowyer , W. Philip Kegelmeyer, Learning Ensembles from Bites: A Scalable and Accurate Approach, The Journal of Machine Learning Research, 5, p.421-451, 12/1/2004
Joshua Podolak , Philip Shilane , Aleksey Golovinskiy , Szymon Rusinkiewicz , Thomas Funkhouser, A planar-reflective symmetry transform for 3D shapes, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006
Xi Shao , Changsheng Xu , Namunu C. Maddage , Qi Tian , Mohan S. Kankanhalli , Jesse S. Jin, Automatic summarization of music videos, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), v.2 n.2, p.127-148, May 2006
Julia Neumann , Christoph Schnörr , Gabriele Steidl, Combined SVM-Based Feature Selection and Classification, Machine Learning, v.61 n.1-3, p.129-150, November 2005
Jieping Ye, Generalized Low Rank Approximations of Matrices, Machine Learning, v.61 n.1-3, p.167-191, November 2005
Suyash P. Awate , Ross T. Whitaker, Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.3, p.364-376, March 2006
Zhe Chen , Suzanna Becker , Jeff Bondy , Ian C. Bruce , Simon C. Haykin, A Novel Model-Based Hearing Compensation Design Using a Gradient-Free Optimization Method, Neural Computation, v.17 n.12, p.2648-2671, December 2005
Robert E. Mahony , Robert C. Williamson, Prior knowledge and preferential structures in gradient descent learning algorithms, The Journal of Machine Learning Research, 1, p.311-355, 9/1/2001
W. John Wilbur , Lana Yeganova , Won Kim, The Synergy Between PAV and AdaBoost, Machine Learning, v.61 n.1-3, p.71-103, November 2005
Fred Rothganger , Svetlana Lazebnik , Cordelia Schmid , Jean Ponce, 3D Object Modeling and Recognition Using Local Affine-Invariant Image Descriptors and Multi-View Spatial Constraints, International Journal of Computer Vision, v.66 n.3, p.231-259, March 2006
Dénes Paczolay , László Felföldi , András Kocsor, Classifier combination schemes in speech impediment therapy systems, Acta Cybernetica, v.17 n.2, p.385-399, January 2005
Yongmei Michelle Wang , Hongjiang Zhang, Detecting image orientation based on low-level visual content, Computer Vision and Image Understanding, v.93 n.3, p.328-346, March 2004
Arnulf B. A. Graf , Felix A. Wichmann , Heinrich H. Bülthoff , Bernhard H. Schölkopf, Classification of Faces in Man and Machine, Neural Computation, v.18 n.1, p.143-165, January 2006
Hsin-Hsi Chen , Wen-Cheng Lin , Changhua Yang , Wei-Hao Lin, Translating–transliterating named entities for multilingual information access, Journal of the American Society for Information Science and Technology, v.57 n.5, p.645-659, March 2006
Manny Rayner , Beth Ann Hockey , Jim Hieronymus , John Dowding , Greg Aist , Susana Early, An intelligent procedure assistant built using REGULUS 2 and ALTERF, Proceedings of the 41st Annual Meeting on Association for Computational Linguistics, p.193-196, July 07-12, 2003, Sapporo, Japan
Manabu Kotani , Seiichi Ozawa, Feature Extraction Using Independent Components of Each Category, Neural Processing Letters, v.22 n.2, p.113-124, October 2005
Hakan Altinçay, On naive Bayesian fusion of dependent classifiers, Pattern Recognition Letters, v.26 n.15, p.2463-2473, November 2005
Jieping Ye , Tao Xiong, Null space versus orthogonal linear discriminant analysis, Proceedings of the 23rd international conference on Machine learning, p.1073-1080, June 25-29, 2006, Pittsburgh, Pennsylvania
Kang Hoon Lee , Myung Geol Choi , Jehee Lee, Motion patches: building blocks for virtual environments annotated with motion data, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006
Jinze Liu , Qi Zhang , Wei Wang , Leonard McMillan , Jan Prins, Clustering pair-wise dissimilarity data into partially ordered sets, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Soo-Chang Pei , Yi-Chong Zeng, Tamper proofing and attack identification of corrupted image by using semi-fragile multiple-watermarking algorithm, Proceedings of the 2006 ACM Symposium on Information, computer and communications security, March 21-24, 2006, Taipei, Taiwan
Hstau Y. Liao , Gabor T. Herman, A coordinate ascent approach to tomographic reconstruction of label images from a few projections, Discrete Applied Mathematics, v.151 n.1-3, p.184-197, 1 October 2005
Jianfeng Gao , Jian-Yun Nie, A study of statistical models for query translation: finding a good unit of translation, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
Wojciech Jaworski, Bounds for validation, Fundamenta Informaticae, v.70 n.3, p.261-275, April 2006
Fabian J. Theis , Gonzalo A. García, On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms, Signal Processing, v.86 n.3, p.603-623, March 2006
Do Joon Jung , Hang Joon Kim, Place recognition system from long-term observations, Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence, p.36-43, June 22-24, 2005, Bari, Italy
Eija Haapalainen , Perttu Laurinen , Heli Junno , Lauri Tuovinen , Juha Röning, Methods for classifying spot welding processes: a comparative study of performance, Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence, p.412-421, June 22-24, 2005, Bari, Italy
C. Greg Plaxton, Approximation algorithms for hierarchical location problems, Journal of Computer and System Sciences, v.72 n.3, p.425-443, May 2006
Cigdem Demir , Ethem Alpaydin, Cost-conscious classifier ensembles, Pattern Recognition Letters, v.26 n.14, p.2206-2214, 15 October 2005
D. Huang , Tommy W. S. Chow, Enhancing Density-Based Data Reduction Using Entropy, Neural Computation, v.18 n.2, p.470-495, February 2006
Sangho Park , J. K. Aggarwal, Simultaneous tracking of multiple body parts of interacting persons, Computer Vision and Image Understanding, v.102 n.1, p.1-21, April 2006
Matthew B. Kennel , Jonathon B. Shlens , Henry D. I. Abarbanel , E. J. Chichilnisky, Estimating Entropy Rates with Bayesian Confidence Intervals, Neural Computation, v.17 n.7, p.1531-1576, July 2005
Alireza S. Mahani , Ralf S. Wessel, Motion Contrast Classification Is a Linearly Nonseparable Problem, Neural Computation, v.17 n.8, p.1700-1705, August 2005
Chi-Hoon Lee , Russ Greiner , Shaojun Wang, Using query-specific variance estimates to combine Bayesian classifiers, Proceedings of the 23rd international conference on Machine learning, p.529-536, June 25-29, 2006, Pittsburgh, Pennsylvania
Omer Gurewitz , Israel Cidon , Moshe Sidi, One-way delay estimation using network-wide measurements, IEEE/ACM Transactions on Networking (TON), v.14 n.SI, p.2710-2724, June 2006
Eric E. Thomson , William B. Kristan, Quantifying Stimulus Discriminability: A Comparison of Information Theory and Ideal Observer Analysis, Neural Computation, v.17 n.4, p.741-778, April 2005
Davide Anguita , Andrea Boni, Digital Least Squares Support Vector Machines, Neural Processing Letters, v.18 n.1, p.65-72, August 2003
E. P. Lyvers , O. R. Mitchell, Precision Edge Contrast and Orientation Estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.10 n.6, p.927-937, November 1988
Vassilios Petridis , Vassilis G. Kaburlasos, Finknn: a fuzzy interval number k-nearest neighbor classifier for prediction of sugar production from populations of samples, The Journal of Machine Learning Research, 4, p.17-37, 12/1/2003
Baback Moghaddam , Ming-Hsuan Yang, Learning Gender with Support Faces, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.24 n.5, p.707-711, May 2002
Ke Huang , Selin Aviyente, Information-theoretic wavelet packet subband selection for texture classification, Signal Processing, v.86 n.7, p.1410-1420, July 2006
Leif Azzopardi , Mark Baillie , Fabio Crestani, Adaptive query-based sampling for distributed IR, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
Konstantinos P. Ferentinos, Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms, Neural Networks, v.18 n.7, p.934-950, September 2005
Jieping Ye , Tie Wang, Regularized discriminant analysis for high dimensional, low sample size data, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Robert M. Losee, Is 1 noun worth 2 adjectives?: measuring relative feature utility, Information Processing and Management: an International Journal, v.42 n.5, p.1248-1259, September 2006
K. C. Tan , Q. Yu , J. H. Ang, A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining, Computational Optimization and Applications, v.34 n.2, p.273-294, June 2006
Michael Rimer , Tony Martinez, Classification-based objective functions, Machine Learning, v.63 n.2, p.183-205, May 2006
Deng Cai , Zheng Shao , Xiaofei He , Xifeng Yan , Jiawei Han, Mining hidden community in heterogeneous social networks, Proceedings of the 3rd international workshop on Link discovery, p.58-65, August 21-25, 2005, Chicago, Illinois
Sean Hanna, Inductive machine learning of optimal modular structures: Estimating solutions using support vector machines, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, v.21 n.4, p.351-366, October 2007
V. Robins , J. Abernethy , N. Rooney , E. Bradley, Topology and intelligent data analysis, Intelligent Data Analysis, v.8 n.5, p.505-515, October 2004
Ahmed Al-Ani , Mohamed Deriche , Jalel Chebil, A new mutual information based measure for feature selection, Intelligent Data Analysis, v.7 n.1, p.43-57, January 2003
Ninan Sajeeth Philip , K. Babu Joseph, Boosting the differences: A fast Bayesian classifier neural network, Intelligent Data Analysis, v.4 n.6, p.463-473, December 2000
A. El Imrani , A. Bouroumi , M. Limouri , A. Essa\{\i}d, A coevolutionary genetic algorithm using fuzzy clustering, Intelligent Data Analysis, v.4 n.3,4, p.183-193, September 2000
Zidrina Pabarskaite, Decision trees for web log mining, Intelligent Data Analysis, v.7 n.2, p.141-154, April 2003
Jo\~ao Gama, Iterative Bayes, Intelligent Data Analysis, v.4 n.6, p.475-488, December 2000
Li Shen , James Ford , Fillia Makedon , Andrew Saykin, A surface-based approach for classification of 3D neuroanatomic structures, Intelligent Data Analysis, v.8 n.6, p.519-542, December 2004
F. Bergadano , D. Gunetti , C. Picardi, Identity verification through dynamic keystroke analysis, Intelligent Data Analysis, v.7 n.5, p.469-496, October 2003
Niall Rooney , David Patterson , Mykola Galushka, A comprehensive review of recursive Naïve Bayes Classifiers, Intelligent Data Analysis, v.8 n.6, p.615-628, December 2004
Fang-Xiang Wu, Gene Regulatory Network modelling: a state-space approach, International Journal of Data Mining and Bioinformatics, v.2 n.1, p.1-14, January 2008
Chee Siong Teh , Chee Peng Lim, An Artificial Neural Network Classifier Design Based-on Variable Kernel and Non-Parametric Density Estimation, Neural Processing Letters, v.27 n.2, p.137-151, April 2008
Nicola Adami , Sergio Benini , Riccardo Leonardi, An overview of video shot clustering and summarization techniques for mobile applications, Proceedings of the 2nd international conference on Mobile multimedia communications, September 18-20, 2006, Alghero, Italy
L. Zhang , Y. Zhong , B. Huang , P. Li, A resource limited artificial immune system algorithm for supervised classification of multi/hyper-spectral remote sensing imagery, International Journal of Remote Sensing, v.28 n.7, p.1665-1686, March 2007
Gastón schlotthauer , María Eugenia Torres , Cristina Jackson-Menaldi, Automatic diagnosis of pathological voices, Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing, p.150-155, September 22-24, 2006, Lisbon, Portugal
Jonghwa Kim , Stephan Mastnik , Elisabeth André, EMG-based hand gesture recognition for realtime biosignal interfacing, Proceedings of the 13th international conference on Intelligent user interfaces, January 13-16, 2008, Gran Canaria, Spain
Marie Chan , Daniel Estève , Christophe Escriba , Eric Campo, A review of smart homes-Present state and future challenges, Computer Methods and Programs in Biomedicine, v.91 n.1, p.55-81, July, 2008
Jidong Zhao , Ke Lu , Xiaofei He, Locality sensitive semi-supervised feature selection, Neurocomputing, v.71 n.10-12, p.1842-1849, June, 2008
Chun-Rong Huang , Chu-Song Chen , Pau-Choo Chung, Contrast context histogram-An efficient discriminating local descriptor for object recognition and image matching, Pattern Recognition, v.41 n.10, p.3071-3077, October, 2008
Patrícia R. Oliveira , Roseli A. F. Romero, Improvements on ICA mixture models for image pre-processing and segmentation, Neurocomputing, v.71 n.10-12, p.2180-2193, June, 2008
Shrihari Vasudevan , Roland Siegwart, Bayesian space conceptualization and place classification for semantic maps in mobile robotics, Robotics and Autonomous Systems, v.56 n.6, p.522-537, June, 2008
Mingyu Zhong , Michael Georgiopoulos , Georgios C. Anagnostopoulos, A k-norm pruning algorithm for decision tree classifiers based on error rate estimation, Machine Learning, v.71 n.1, p.55-88, April 2008
Elif Derya íbeyli, Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines, Computers in Biology and Medicine, v.38 n.1, p.14-22, January, 2008
Asifullah Khan , Syed Fahad Tahir , Abdul Majid , Tae-Sun Choi, Machine learning based adaptive watermark decoding in view of anticipated attack, Pattern Recognition, v.41 n.8, p.2594-2610, August, 2008
Brandon T. Taylor , V Michael Bove, The bar of soap: a grasp recognition system implemented in a multi-functional handheld device, CHI '08 extended abstracts on Human factors in computing systems, April 05-10, 2008, Florence, Italy
Jian-Tao Sun , Ben-Yu Zhang , Zheng Chen , Yu-Chang Lu , Chun-Yi Shi , Wei-Ying Ma, GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, p.299-305, September 20-24, 2004
Kadappagari Vijaya Kumar , Atul Negi, SubXPCA and a generalized feature partitioning approach to principal component analysis, Pattern Recognition, v.41 n.4, p.1398-1409, April, 2008
Bo Gun Park , Kyoung Mu Lee , Sang Uk Lee, Color-based image retrieval using perceptually modified Hausdorff distance, Journal on Image and Video Processing, v.2008 n.1, p.1-10, January 2008
Ronald R. Yager, Soft Aggregation Methods in Case Based Reasoning, Applied Intelligence, v.21 n.3, p.277-288, November-December 2004
Aaron Park , In-Wook Jung , Seong-Joon Baek , Jin Young Kim , Seung You Na, An improvement on the detection of skin cancer based on Raman spectroscopy, Proceedings of the 7th WSEAS International Conference on Multimedia Systems & Signal Processing, p.125-128, April 15-17, 2007, Hangzhou, China
Minoru Nakayama , Yosiyuki Takahasi, Estimation of certainty for multiple choice tasks using features of eye-movements, Proceedings of the 2008 symposium on Eye tracking research & applications, March 26-28, 2008, Savannah, Georgia
Panagiotis G. Ipeirotis , Alexandros Ntoulas , Junghoo Cho , Luis Gravano, Modeling and managing changes in text databases, ACM Transactions on Database Systems (TODS), v.32 n.3, p.14-es, August 2007
Anthony Whitehead , Nick Crampton , Kaitlyn Fox , Hannah Johnston, Sensor networks as video game input devices, Proceedings of the 2007 conference on Future Play, November 14-17, 2007, Toronto, Canada
Yun Fu , Zhu Li , Thomas S. Huang , Aggelos K. Katsaggelos, Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval, Computer Vision and Image Understanding, v.110 n.3, p.390-402, June, 2008
Ankush Mittal , Ankur Jain , Ganesh K. Agarwal, Audio---Video based People Counting and Security Framework for Traffic Crossings, Journal of VLSI Signal Processing Systems, v.49 n.3, p.377-391, December 2007
Anurag Mittal , Larry S. Davis, A General Method for Sensor Planning in Multi-Sensor Systems: Extension to Random Occlusion, International Journal of Computer Vision, v.76 n.1, p.31-52, January 2008
G. Pajares , J. M. Cruz , M. Belmonte, Support vector machines for shade identification in urban areas, Proceedings of the 4th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision, p.1-4, December 17-19, 2004, Tenerife, Canary Islands, Spain
Hyun-Chul Kim , Jaewook Lee, Clustering Based on Gaussian Processes, Neural Computation, v.19 n.11, p.3088-3107, November 2007
Vijay Iyengar , Ioana Boier , Karen Kelley , Raymond Curatolo, Analytics for audit and business controls in corporate travel & entertainment, Proceedings of the sixth Australasian conference on Data mining and analytics, December 03-04, 2007, Gold Coast, Australia
Dacheng Tao , Xuelong Li , Xindong Wu , Weiming Hu , Stephen J. Maybank, Supervised tensor learning, Knowledge and Information Systems, v.13 n.1, p.1-42, September 2007
Carlos E. Thomaz , Fabio L. Duran , Geraldo F. Busatto , Duncan F. Gillies , Daniel Rueckert, Multivariate Statistical Differences of MRI Samples of the Human Brain, Journal of Mathematical Imaging and Vision, v.29 n.2-3, p.95-106, November 2007
Felipe P. Bergo , Alexandre X. Falcão , Paulo A. Miranda , Leonardo M. Rocha, Automatic Image Segmentation by Tree Pruning, Journal of Mathematical Imaging and Vision, v.29 n.2-3, p.141-162, November 2007
Yijuan Lu , Qi Tian , Jennifer Neary , Feng Liu , Yufeng Wang, Adaptive discriminant analysis for microarray-based classification, ACM Transactions on Knowledge Discovery from Data (TKDD), v.2 n.1, p.1-20, March 2008
Sivan Sabato , Elad Yom-Tov , Aviad Tsherniak , Saharon Rosset, Analyzing system logs: a new view of what's important, Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques, p.1-7, April 10, 2007, Cambridge, MA
Hao Zhou , K. Z. Mao, An impulsive noise color image filter using learning-based color morphological operations, Digital Signal Processing, v.18 n.3, p.406-421, May, 2008
F. Javier Acevedo , Arantzazu Narvaez , Saturnino Maldonado , Phillip Siegmann , Sergio Lafuente , Hilario Gómez, Signal preprocessing techniques for an electronic tongue, Proceedings of the 5th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision, p.15-20, September 15-17, 2005, Malta
Erendira Rendón Lara , R. Barandela, Scaling clustering algorithm for data with categorical attributes, Proceedings of the 9th WSEAS International Conference on Computers, p.1-6, July 14-16, 2005, Athens, Greece
Chi Hau Chen , Pei-Gee Peter Ho, Statistical pattern recognition in remote sensing, Pattern Recognition, v.41 n.9, p.2731-2741, September, 2008
Deng Cai , Xiaofei He , Jiawei Han, Regularized regression on image manifold for retrieval, Proceedings of the international workshop on Workshop on multimedia information retrieval, September 24-29, 2007, Augsburg, Bavaria, Germany
Mohan Sridharan , Peter Stone, Structure-based color learning on a mobile robot under changing illumination, Autonomous Robots, v.23 n.3, p.161-182, October 2007
Qi-Xing Huang , Simon Flöry , Natasha Gelfand , Michael Hofer , Helmut Pottmann, Reassembling fractured objects by geometric matching, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006
Prabal Dutta , Mike Grimmer , Anish Arora , Steven Bibyk , David Culler, Design of a wireless sensor network platform for detecting rare, random, and ephemeral events, Proceedings of the 4th international symposium on Information processing in sensor networks, April 24-27, 2005, Los Angeles, California
Yong Rui , Anoop Gupta , Alex Acero, Automatically extracting highlights for TV Baseball programs, Proceedings of the eighth ACM international conference on Multimedia, p.105-115, October 2000, Marina del Rey, California, United States
Adam J. Grove , Nick Littlestone , Dale Schuurmans, General convergence results for linear discriminant updates, Proceedings of the tenth annual conference on Computational learning theory, p.171-183, July 06-09, 1997, Nashville, Tennessee, United States
H. D. Cheng , X. J. Shi , R. Min , L. M. Hu , X. P. Cai , H. N. Du, Approaches for automated detection and classification of masses in mammograms, Pattern Recognition, v.39 n.4, p.646-668, April, 2006
Joel McCall , Mohan M. Trivedi, Driver monitoring for a human-centered driver assistance system, Proceedings of the 1st ACM international workshop on Human-centered multimedia, October 27-27, 2006, Santa Barbara, California, USA
Simone Calderara , Rudy Melli , Andrea Prati , Rita Cucchiara, Reliable background suppression for complex scenes, Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks, October 27-27, 2006, Santa Barbara, California, USA
Mingkun Li , Ishwar K. Sethi, Confidence-based classifier design, Pattern Recognition, v.39 n.7, p.1230-1240, July, 2006
Sarit Shwartz , Michael Zibulevsky , Yoav Y. Schechner, Fast kernel entropy estimation and optimization, Signal Processing, v.85 n.5, p.1045-1058, May 2005
Prashant Srinivasan , David Birchfield , Gang Qian , Assegid Kidané, A pressure sensing floor for interactive media applications, Proceedings of the 2005 ACM SIGCHI International Conference on Advances in computer entertainment technology, p.278-281, June 15-17, 2005, Valencia, Spain
Jae-seung Yeom , Ozan K. Tonguz, Security and self-organization in transparent optical networks: an overview, Proceedings of the 1st international conference on Access networks, p.13-es, September 04-06, 2006, Athens, Greece
Jianfeng Gao , Hao Yu , Wei Yuan , Peng Xu, Minimum sample risk methods for language modeling, Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing, p.209-216, October 06-08, 2005, Vancouver, British Columbia, Canada
P. Kakumanu , S. Makrogiannis , N. Bourbakis, A survey of skin-color modeling and detection methods, Pattern Recognition, v.40 n.3, p.1106-1122, March, 2007
Hong Seo Ryoo, Pattern classification by concurrently determined piecewise linear and convex discriminant functions, Computers and Industrial Engineering, v.51 n.1, p.79-89, September 2006
Nikolaos Nasios , Adrian G. Bors, Kernel-based classification using quantum mechanics, Pattern Recognition, v.40 n.3, p.875-889, March, 2007
M. Lozano , J. M. Sotoca , J. S. Sánchez , F. Pla , E. Pkalska , R. P. W. Duin, Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces, Pattern Recognition, v.39 n.10, p.1827-1838, October, 2006
Qing Tao , Gao-wei Wu , Jue Wang, The theoretical analysis of FDA and applications, Pattern Recognition, v.39 n.6, p.1199-1204, June, 2006
Rishi Jobanputra , David A. Clausi, Preserving boundaries for image texture segmentation using grey level co-occurring probabilities, Pattern Recognition, v.39 n.2, p.234-245, February, 2006
Marek R. Ogiela , Ryszard Tadeusiewicz , Lidia Ogiela, Image languages in intelligent radiological palm diagnostics, Pattern Recognition, v.39 n.11, p.2157-2165, November, 2006
Gaurav Harit , Santanu Chaudhury, Clustering in video data: Dealing with heterogeneous semantics of features, Pattern Recognition, v.39 n.5, p.789-811, May, 2006
Bart Kroon , Sander Maas , Sabri Boughorbel , Alan Hanjalic, Eye localization in low and standard definition content with application to face matching, Computer Vision and Image Understanding, v.113 n.8, p.921-933, August, 2009
Saleema Amershi , Cristina Conati, Unsupervised and supervised machine learning in user modeling for intelligent learning environments, Proceedings of the 12th international conference on Intelligent user interfaces, January 28-31, 2007, Honolulu, Hawaii, USA
Tomas Izo , W. Eric L. Grimson, Simultaneous pose recovery and camera registration from multiple views of a walking person, Image and Vision Computing, v.25 n.3, p.342-351, March, 2007
Sibao Chen , Haifeng Zhao , Min Kong , Bin Luo, 2D-LPP: A two-dimensional extension of locality preserving projections, Neurocomputing, v.70 n.4-6, p.912-921, January, 2007
Pietari Pulkkinen , Hannu Koivisto, Identification of interpretable and accurate fuzzy classifiers and function estimators with hybrid methods, Applied Soft Computing, v.7 n.2, p.520-533, March, 2007
Fabien Lauer , Ching Y. Suen , Gérard Bloch, A trainable feature extractor for handwritten digit recognition, Pattern Recognition, v.40 n.6, p.1816-1824, June, 2007
Yogananda A P , M Narasimha Murthy , Lakshmi Gopal, A fast linear separability test by projection of positive points on subspaces, Proceedings of the 24th international conference on Machine learning, p.713-720, June 20-24, 2007, Corvalis, Oregon
Hieu T. Nguyen , Arnold W. Smeulders, Robust Tracking Using Foreground-Background Texture Discrimination, International Journal of Computer Vision, v.69 n.3, p.277-293, September 2006
Thomas Natschläger , Wolfgang Maass, Dynamics of information and emergent computation in generic neural microcircuit models, Neural Networks, v.18 n.10, p.1301-1308, December 2005
Hamed Masnadi-Shirazi , Nuno Vasconcelos, Asymmetric boosting, Proceedings of the 24th international conference on Machine learning, p.609-619, June 20-24, 2007, Corvalis, Oregon
Manil Maskey , Timothy S. Newman, Cumulus cloud synthetic rendering techniques and their evaluations, Machine Graphics & Vision International Journal, v.14 n.4, p.399-425, January 2005
Jan Bakus , Mohamed S. Kamel, Higher order feature selection for text classification, Knowledge and Information Systems, v.9 n.4, p.468-491, April 2006
Robert Legenstein , Christian Naeger , Wolfgang Maass, What Can a Neuron Learn with Spike-Timing-Dependent Plasticity?, Neural Computation, v.17 n.11, p.2337-2382, November 2005
Xiaoyan Mu , Mehmet Artiklar , Paul Watta , Mohamad H. Hassoun, An RCE-based Associative Memory with Application to Human Face Recognition, Neural Processing Letters, v.23 n.3, p.257-271, June 2006
Makoto Suzuki, Text classification based on the bias of word frequency over categories, Proceedings of the 24th IASTED international conference on Artificial intelligence and applications, p.400-405, February 13-16, 2006, Innsbruck, Austria
Simone Calderara , Rita Cucchiara , Andrea Prati, Multimedia surveillance: content-based retrieval with multicamera people tracking, Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks, October 27-27, 2006, Santa Barbara, California, USA
Vassilis G. Kaburlasos , S. E. Papadakis, Granular self-organizing map (grSOM) for structure identification, Neural Networks, v.19 n.5, p.623-643, June 2006
Pierre F. J. Lermusiaux, Uncertainty estimation and prediction for interdisciplinary ocean dynamics, Journal of Computational Physics, v.217 n.1, p.176-199, 1 September 2006
Jianfeng Gao , Mu Li , Andi Wu , Chang-Ning Huang, Chinese Word Segmentation and Named Entity Recognition: A Pragmatic Approach, Computational Linguistics, v.31 n.4, p.531-574, December 2005
Marek R. Ogiela , Ryszard Tadeusiewicz , Lidia Ogiela, Graph image language techniques supporting radiological, hand image interpretations, Computer Vision and Image Understanding, v.103 n.2, p.112-120, August 2006
Youngmin Kim , Chang Ha Lee , Amitabh Varshney, Vertex-transformation streams, Graphical Models, v.68 n.4, p.371-383, July 2006
Abdul Majid , Asifullah Khan , Anwar M. Mirza, Combination of support vector machines using genetic programming, International Journal of Hybrid Intelligent Systems, v.3 n.2, p.109-125, January 2006
Kar-Ann Toh, Training a reciprocal-sigmoid classifier by feature scaling-space, Machine Learning, v.65 n.1, p.273-308, October 2006
Mark Burgess, Probabilistic anomaly detection in distributed computer networks, Science of Computer Programming, v.60 n.1, p.1-26, March 2006
Marie Cottrell , Barbara Hammer , Alexander Hasenfuß , Thomas Villmann, Batch and median neural gas, Neural Networks, v.19 n.6, p.762-771, July 2006
Shen Furao , Osamu Hasegawa, An incremental network for on-line unsupervised classification and topology learning, Neural Networks, v.19 n.1, p.90-106, January 2006
Hyunjin Shin , Mia K. Markey, A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples, Journal of Biomedical Informatics, v.39 n.2, p.227-248, April 2006
Anarta Ghosh , Michael Biehl , Barbara Hammer, Performance analysis of LVQ algorithms: a statistical physics approach, Neural Networks, v.19 n.6, p.817-829, July 2006
Volker Blanz, Computing human faces for human viewers: automated animation in photographs and paintings, Proceedings of the 8th international conference on Multimodal interfaces, November 02-04, 2006, Banff, Alberta, Canada
W. K. Chan , M. Y. Cheng , S. C. Cheung , T. H. Tse, Automatic goal-oriented classification of failure behaviors for testing XML-based multimedia software applications: an experimental case study, Journal of Systems and Software, v.79 n.5, p.602-612, May 2006
Lie Lu , Alan Hanjalic, Towards optimal audio "keywords" detection for audio content analysis and discovery, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
Wei Tang , Hui Xiong , Shi Zhong , Jie Wu, Enhancing semi-supervised clustering: a feature projection perspective, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
Bo Long , Zhongfei (Mark) Zhang , Xiaoyun Wú , Philip S. Yu, Spectral clustering for multi-type relational data, Proceedings of the 23rd international conference on Machine learning, p.585-592, June 25-29, 2006, Pittsburgh, Pennsylvania
Domingo Benitez , Juan C. Moure , Dolores I. Rexachs , Emilio Luque, Evaluation of the field-programmable cache: performance and energy consumption, Proceedings of the 3rd conference on Computing frontiers, May 03-05, 2006, Ischia, Italy
Sheng Gao , Wen Wu , Chin-Hui Lee , Tat-Seng Chua, A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization, ACM Transactions on Information Systems (TOIS), v.24 n.2, p.190-218, April 2006
Shipeng Yu , Kai Yu , Volker Tresp , Hans-Peter Kriegel , Mingrui Wu, Supervised probabilistic principal component analysis, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Deepayan Chakrabarti , Ravi Kumar , Andrew Tomkins, Evolutionary clustering, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Le Lu , René Vidal, Combined central and subspace clustering for computer vision applications, Proceedings of the 23rd international conference on Machine learning, p.593-600, June 25-29, 2006, Pittsburgh, Pennsylvania
Surendra K. Singhi , Huan Liu, Feature subset selection bias for classification learning, Proceedings of the 23rd international conference on Machine learning, p.849-856, June 25-29, 2006, Pittsburgh, Pennsylvania
Ling Ma , Ben Milner , Dan Smith, Acoustic environment classification, ACM Transactions on Speech and Language Processing (TSLP), v.3 n.2, p.1-22, July 2006
Sreenivas Gollapudi , Ravi Kumar , D. Sivakumar, Programmable clustering, Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, June 26-28, 2006, Chicago, IL, USA
David Carmel , Elad Yom-Tov , Adam Darlow , Dan Pelleg, What makes a query difficult?, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
Loris Nanni , Alessandra Lumini, Ensemblator: An ensemble of classifiers for reliable classification of biological data, Pattern Recognition Letters, v.28 n.5, p.622-630, April, 2007
C. F. Caiafa , A. N. Proto, Separation of statistically dependent sources using an L2-distance non-Gaussianity measure, Signal Processing, v.86 n.11, p.3404-3420, November 2006
J. Alami , A. El Imrani , A. Bouroumi, A multipopulation cultural algorithm using fuzzy clustering, Applied Soft Computing, v.7 n.2, p.506-519, March, 2007
Jieping Ye, Least squares linear discriminant analysis, Proceedings of the 24th international conference on Machine learning, p.1087-1093, June 20-24, 2007, Corvalis, Oregon
Jan C. van Gemert , Cees G. M. Snoek , Cor J. Veenman , Arnold W. M. Smeulders, The influence of cross-validation on video classification performance, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
Erion Plaku , Lydia E. Kavraki, Distributed computation of the knn graph for large high-dimensional point sets, Journal of Parallel and Distributed Computing, v.67 n.3, p.346-359, March, 2007
Christoph Lindemann , Lars Littig, Coarse-grained classification of web sites by their structural properties, Proceedings of the eighth ACM international workshop on Web information and data management, November 10-10, 2006, Arlington, Virginia, USA
Marco Loog, On an alternative formulation of the Fisher criterion that overcomes the small sample problem, Pattern Recognition, v.40 n.6, p.1753-1755, June, 2007
Dmitri V. Kalashnikov , Yiming Ma , Sharad Mehrotra , Ramaswamy Hariharan , Carter Butts, Modeling and querying uncertain spatial information for situational awareness applications, Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems, November 10-11, 2006, Arlington, Virginia, USA
Weifeng Su , Jiying Wang , Qiong Huang , Fred Lochovsky, Query result ranking over e-commerce web databases, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA
Francesco Banterle , Patrick Ledda , Kurt Debattista , Alan Chalmers, Inverse tone mapping, Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia, November 29-December 02, 2006, Kuala Lumpur, Malaysia
Huan Wang , Shuicheng Yan , Thomas Huang , Xiaoou Tang, Maximum unfolded embedding: formulation, solution, and application for image clustering, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
Deniz Erdogmus , Robert Jenssen , Yadunandana N. Rao , Jose C. Principe, Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing, Journal of VLSI Signal Processing Systems, v.45 n.1-2, p.67-83, November 2006
Jigang Wang , Predrag Neskovic , Leon N. Cooper, Bayes classification based on minimum bounding spheres, Neurocomputing, v.70 n.4-6, p.801-808, January, 2007
Jie Yu , Qi Tian, Learning image manifolds by semantic subspace projection, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
Yumao Lu , Fuchun Peng , Xin Li , Nawaaz Ahmed, Coupling feature selection and machine learning methods for navigational query identification, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA
Diansheng Guo , Mark Gahegan, Spatial ordering and encoding for geographic data mining and visualization, Journal of Intelligent Information Systems, v.27 n.3, p.243-266, November 2006
Rui Xu , Georgios C. Anagnostopoulos , Donald C. Wunsch, Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), v.4 n.1, p.65-77, January 2007
Qing Li , Sung Hyon Myaeng , Byeong Man Kim, A probabilistic music recommender considering user opinions and audio features, Information Processing and Management: an International Journal, v.43 n.2, p.473-487, March 2007
S. Krishna Kumar , Thippur Sreenivas, Increased watermark-to-host correlation of uniform random phase watermarks in audio signals, Signal Processing, v.87 n.1, p.61-67, January 2007
Sungroh Yoon , Christine Nardini , Luca Benini , Giovanni De Micheli, Discovering Coherent Biclusters from Gene Expression Data Using Zero-Suppressed Binary Decision Diagrams, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), v.2 n.4, p.339-354, October 2005
Dina Goldin , Ricardo Mardales , George Nagy, In search of meaning for time series subsequence clustering: matching algorithms based on a new distance measure, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA
Hui Gao , James W. Davis, Rapid and brief communication: Why direct LDA is not equivalent to LDA, Pattern Recognition, v.39 n.5, p.1002-1006, May, 2006
S. Kumar , S. H. Ong , S. Ranganath , T. C. Ong , F. T. Chew, A rule-based approach for robust clump splitting, Pattern Recognition, v.39 n.6, p.1088-1098, June, 2006
Berkant Savas , Lars Eldén, Handwritten digit classification using higher order singular value decomposition, Pattern Recognition, v.40 n.3, p.993-1003, March, 2007
Tae-Kyun Kim , Ognjen Arandjelović , Roberto Cipolla, Boosted manifold principal angles for image set-based recognition, Pattern Recognition, v.40 n.9, p.2475-2484, September, 2007
Shouxian Cheng , Frank Y. Shih, An improved incremental training algorithm for support vector machines using active query, Pattern Recognition, v.40 n.3, p.964-971, March, 2007
Marylyn D. Ritchie , Alison A. Motsinger , William S. Bush , Christopher S. Coffey , Jason H. Moore, Genetic programming neural networks: A powerful bioinformatics tool for human genetics, Applied Soft Computing, v.7 n.1, p.471-479, January, 2007
Alexander Kostin, A simple and fast multi-class piecewise linear pattern classifier, Pattern Recognition, v.39 n.11, p.1949-1962, November, 2006
B. Ravichandran , Avinash Gandhe , Robert Smith , Raman Mehra, Robust automatic target recognition using learning classifier systems, Information Fusion, v.8 n.3, p.252-265, July, 2007
Jianfeng Gao , Andi Wu , Mu Li , Chang-Ning Huang , Hongqiao Li , Xinsong Xia , Haowei Qin, Adaptive Chinese word segmentation, Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, p.462-es, July 21-26, 2004, Barcelona, Spain
S. Alayón , J. I. Estévez , J. Sigut , J. L. Sánchez , P. Toledo, An evolutionary Michigan recurrent fuzzy system for nuclei classification in cytological images using nuclear chromatin distribution, Journal of Biomedical Informatics, v.39 n.6, p.573-588, December, 2006
Diaa Eldin M. Nassar , Hany H. Ammar, A neural network system for matching dental radiographs, Pattern Recognition, v.40 n.1, p.65-79, January, 2007
P. A. Vijaya , M. Narasimha Murty , D. K. Subramanian, Efficient bottom-up hybrid hierarchical clustering techniques for protein sequence classification, Pattern Recognition, v.39 n.12, p.2344-2355, December, 2006
Giuseppe Boccignone , Paolo Napoletano , Vittorio Caggiano , Mario Ferraro, A multiresolution diffused expectation-maximization algorithm for medical image segmentation, Computers in Biology and Medicine, v.37 n.1, p.83-96, January, 2007
Jigang Wang , Predrag Neskovic , Leon N. Cooper, Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence, Pattern Recognition, v.39 n.3, p.417-423, March, 2006
Christopher R. Wren , David C. Minnen , Srinivasa G. Rao, Similarity-based analysis for large networks of ultra-low resolution sensors, Pattern Recognition, v.39 n.10, p.1918-1931, October, 2006
Julian Laub , Volker Roth , Joachim M. Buhmann , Klaus-Robert Müller, On the information and representation of non-Euclidean pairwise data, Pattern Recognition, v.39 n.10, p.1815-1826, October, 2006
Eva Gómez-Ballester , Luisa Micó , Jose Oncina, Some approaches to improve tree-based nearest neighbour search algorithms, Pattern Recognition, v.39 n.2, p.171-179, February, 2006
Abhinav Saxena , Ashraf Saad, Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems, Applied Soft Computing, v.7 n.1, p.441-454, January, 2007
Francesc Serratosa , Alberto Sanfeliu, Signatures versus histograms: Definitions, distances and algorithms, Pattern Recognition, v.39 n.5, p.921-934, May, 2006
Alessandra Lumini , Loris Nanni, An improved BioHashing for human authentication, Pattern Recognition, v.40 n.3, p.1057-1065, March, 2007
Jie Wang , K. N. Plataniotis , Juwei Lu , A. N. Venetsanopoulos, On solving the face recognition problem with one training sample per subject, Pattern Recognition, v.39 n.9, p.1746-1762, September, 2006
Yong-Sheng Chen , Yi-Ping Hung , Ting-Fang Yen , Chiou-Shann Fuh, Fast and versatile algorithm for nearest neighbor search based on a lower bound tree, Pattern Recognition, v.40 n.2, p.360-375, February, 2007
Ilya Blayvas , Alfred Bruckstein , Ron Kimmel, Efficient computation of adaptive threshold surfaces for image binarization, Pattern Recognition, v.39 n.1, p.89-101, January, 2006
Elbieta Pkalska , Robert P. W. Duin , Pavel Paclík, Prototype selection for dissimilarity-based classifiers, Pattern Recognition, v.39 n.2, p.189-208, February, 2006
Hong Chang , Dit-Yan Yeung , William K. Cheung, Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval, Pattern Recognition, v.39 n.10, p.1905-1917, October, 2006
Jianfeng Gao , Hisami Suzuki , Wei Yuan, An empirical study on language model adaptation, ACM Transactions on Asian Language Information Processing (TALIP), v.5 n.3, p.209-227, September 2006
Dong Hwan Kim , Il Dong Yun , Sang Uk Lee, Boundary-trimmed 3D triangular mesh segmentation based on iterative merging strategy, Pattern Recognition, v.39 n.5, p.827-838, May, 2006
P. Viswanath , M. Narasimha Murty , Shalabh Bhatnagar, Partition based pattern synthesis technique with efficient algorithms for nearest neighbor classification, Pattern Recognition Letters, v.27 n.14, p.1714-1724, 15 October 2006
Steven N. Thorsen , Mark E. Oxley, A description of competing fusion systems, Information Fusion, v.7 n.4, p.346-360, December, 2006
Marcel Brun , Chao Sima , Jianping Hua , James Lowey , Brent Carroll , Edward Suh , Edward R. Dougherty, Model-based evaluation of clustering validation measures, Pattern Recognition, v.40 n.3, p.807-824, March, 2007
Luis Rueda , Yuanquan Zhang, Geometric visualization of clusters obtained from fuzzy clustering algorithms, Pattern Recognition, v.39 n.8, p.1415-1429, August, 2006
Jianfeng Gao , Hisami Suzuki , Bin Yu, Approximation lasso methods for language modeling, Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL, p.225-232, July 17-18, 2006, Sydney, Australia
Stefan T. Hadjitodorov , Ludmila I. Kuncheva , Ludmila P. Todorova, Moderate diversity for better cluster ensembles, Information Fusion, v.7 n.3, p.264-275, September, 2006
Conrad Sanderson , Samy Bengio , Yongsheng Gao, On transforming statistical models for non-frontal face verification, Pattern Recognition, v.39 n.2, p.288-302, February, 2006
Yue-Fei Guo , Lide Wu , Hong Lu , Zhe Feng , Xiangyang Xue, Rapid and brief communication: Null Foley-Sammon transform, Pattern Recognition, v.39 n.11, p.2248-2251, November, 2006
R. J. Ferrari , H. Zhang , C. R. Kube, Real-time detection of steam in video images, Pattern Recognition, v.40 n.3, p.1148-1159, March, 2007
Andrey Temko , Climent Nadeu, Classification of acoustic events using SVM-based clustering schemes, Pattern Recognition, v.39 n.4, p.682-694, April, 2006
Dan Kushnir , Meirav Galun , Achi Brandt, Fast multiscale clustering and manifold identification, Pattern Recognition, v.39 n.10, p.1876-1891, October, 2006
Simon Corston-Oliver , Anthony Aue , Kevin Duh , Eric Ringger, Multilingual dependency parsing using Bayes Point Machines, Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, p.160-167, June 04-09, 2006, New York, New York
Pekka Paalanen , Joni-Kristian Kamarainen , Jarmo Ilonen , Heikki Kälviäinen, Feature representation and discrimination based on Gaussian mixture model probability densities-Practices and algorithms, Pattern Recognition, v.39 n.7, p.1346-1358, July, 2006
Peg Howland , Jianlin Wang , Haesun Park, Solving the small sample size problem in face recognition using generalized discriminant analysis, Pattern Recognition, v.39 n.2, p.277-287, February, 2006
John Blatz , Erin Fitzgerald , George Foster , Simona Gandrabur , Cyril Goutte , Alex Kulesza , Alberto Sanchis , Nicola Ueffing, Confidence estimation for machine translation, Proceedings of the 20th international conference on Computational Linguistics, p.315-es, August 23-27, 2004, Geneva, Switzerland
Daewon Lee , Jaewook Lee, Domain described support vector classifier for multi-classification problems, Pattern Recognition, v.40 n.1, p.41-51, January, 2007
Gao Daqi , Li Chunxia , Yang Yunfan, Task decomposition and modular single-hidden-layer perceptron classifiers for multi-class learning problems, Pattern Recognition, v.40 n.8, p.2226-2236, August, 2007
Srivatsava Daruru , Nena M. Marin , Matt Walker , Joydeep Ghosh, Pervasive parallelism in data mining: dataflow solution to co-clustering large and sparse Netflix data, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
Jeffrey Erman , Anirban Mahanti , Martin Arlitt , Ira Cohen , Carey Williamson, Semi-supervised network traffic classification, ACM SIGMETRICS Performance Evaluation Review, v.35 n.1, June 2007
Shahed Shahir , Otman Basir , Mohamed Kamel, Stand-alone embedded vision system based on fuzzy associative database, Image and Vision Computing, v.25 n.7, p.1165-1173, July, 2007
B. John Oommen , Luis Rueda, Stochastic learning-based weak estimation of multinomial random variables and its applications to pattern recognition in non-stationary environments, Pattern Recognition, v.39 n.3, p.328-341, March, 2006
Sylvie C. W. Ong , Surendra Ranganath , Y. V. Venkatesh, Understanding gestures with systematic variations in movement dynamics, Pattern Recognition, v.39 n.9, p.1633-1648, September, 2006
Ch. Theoharatos , V. K. Pothos , N. A. Laskaris , G. Economou , S. Fotopoulos, Multivariate image similarity in the compressed domain using statistical graph matching, Pattern Recognition, v.39 n.10, p.1892-1904, October, 2006
Yakoub Bazi , Lorenzo Bruzzone , Farid Melgani, Image thresholding based on the EM algorithm and the generalized Gaussian distribution, Pattern Recognition, v.40 n.2, p.619-634, February, 2007
K. Blekas , I. E. Lagaris, Newtonian clustering: An approach based on molecular dynamics and global optimization, Pattern Recognition, v.40 n.6, p.1734-1744, June, 2007
Yasunori Yamamoto , Toshihisa Takagi, Biomedical knowledge navigation by literature clustering, Journal of Biomedical Informatics, v.40 n.2, p.114-130, April, 2007
Timothy J. Roberts , Stephen J. McKenna , Ian W. Ricketts, Human Pose Estimation Using Partial Configurations and Probabilistic Regions, International Journal of Computer Vision, v.73 n.3, p.285-306, July 2007
Šarnas Raudys, Trainable fusion rules. II. Small sample-size effects, Neural Networks, v.19 n.10, p.1517-1527, December, 2006
Chenn-Jung Huang , Ming-Chou Liu , San-Shine Chu , Chih-Lun Cheng, An intelligent learning diagnosis system for Web-based thematic learning platform, Computers & Education, v.48 n.4, p.658-679, May, 2007
Sejong Oh , Yoonsuck Choe, Segmentation of textures defined on flat vs. layered surfaces using neural networks: Comparison of 2D vs. 3D representations, Neurocomputing, v.70 n.13-15, p.2245-2255, August, 2007
Dymitr Ruta , Bogdan Gabrys, A framework for machine learning based on dynamic physical fields, Natural Computing: an international journal, v.8 n.2, p.219-237, June 2009
Shuangshuang Dai , Atam P. Dhawan, Adaptive learning for event modeling and characterization, Pattern Recognition, v.40 n.5, p.1544-1555, May, 2007
Conrad Sanderson , Danny Gibbins , Stephen Searle, On statistical approaches to target silhouette classification in difficult conditions, Digital Signal Processing, v.18 n.3, p.375-390, May, 2008
Emma S. Buneci , Daniel A. Reed, Analysis of application heartbeats: learning structural and temporal features in time series data for identification of performance problems, Proceedings of the 2008 ACM/IEEE conference on Supercomputing, November 15-21, 2008, Austin, Texas
Loris Nanni , Alessandra Lumini, Letters: MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids, Neurocomputing, v.69 n.13-15, p.1688-1690, August, 2006
Songcan Chen , Zhe Wang , Yongjun Tian, Matrix-pattern-oriented Ho-Kashyap classifier with regularization learning, Pattern Recognition, v.40 n.5, p.1533-1543, May, 2007
Jia Jia , Lianhong Cai , Pinyan Lu , Xuhui Liu, Fingerprint matching based on weighting method and the SVM, Neurocomputing, v.70 n.4-6, p.849-858, January, 2007
Aharon Bar Hillel , Daphna Weinshall, Learning distance function by coding similarity, Proceedings of the 24th international conference on Machine learning, p.65-72, June 20-24, 2007, Corvalis, Oregon
Sylvain Fischer , Pierre Bayerl , Heiko Neumann , Rafael Redondo , Gabriel Cristóbal, Iterated tensor voting and curvature improvement, Signal Processing, v.87 n.11, p.2503-2515, November, 2007
Chris Ding , Tao Li, Adaptive dimension reduction using discriminant analysis and K-means clustering, Proceedings of the 24th international conference on Machine learning, p.521-528, June 20-24, 2007, Corvalis, Oregon
Wei-Qi Yan , Mohan S. Kankanhalli, Multimedia simplification for optimized MMS synthesis, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), v.3 n.1, p.5-es, February 2007
Zidrina Pabarskaite , Aistis Raudys, A process of knowledge discovery from web log data: Systematization and critical review, Journal of Intelligent Information Systems, v.28 n.1, p.79-104, February 2007
G. Ruiz-Ruiz , J. Gómez-Gil , L. M. Navas-Gracia, Testing different color spaces based on hue for the environmentally adaptive segmentation algorithm (EASA), Computers and Electronics in Agriculture, v.68 n.1, p.88-96, August, 2009
Jianbo Liu , Dragan Djurdjanovic , Jun Ni , Nicolas Casoetto , Jay Lee, Similarity based method for manufacturing process performance prediction and diagnosis, Computers in Industry, v.58 n.6, p.558-566, August, 2007
Manuele Bicego , Elbieta Pekalska , David M. J. Tax , Robert P. W. Duin, Component-based discriminative classification for hidden Markov models, Pattern Recognition, v.42 n.11, p.2637-2648, November, 2009
Heng Liu , Jinqi Yan , Zushu Li , Hua Zhang, Portrait beautification: A fast and robust approach, Image and Vision Computing, v.25 n.9, p.1404-1413, September, 2007
Yufei Shu, Inference of power plant quake-proof information based on interactive data mining approach, Advanced Engineering Informatics, v.21 n.3, p.257-267, July, 2007
Markos Markou , Sameer Singh, A Neural Network-Based Novelty Detector for Image Sequence Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.10, p.1664-1677, October 2006
Robert Haralick , Rave Harpaz, Linear manifold clustering in high dimensional spaces by stochastic search, Pattern Recognition, v.40 n.10, p.2672-2684, October, 2007
Ce Zhan , Wanqing Li , Philip Ogunbona , Farzad Safaei, Facial expression recognition for multiplayer online games, Procedings of the 3rd Australasian conference on Interactive entertainment, p.52-58, December 04-06, 2006, Perth, Australia
Kiyoung Yang , Cyrus Shahabi, An efficient k nearest neighbor search for multivariate time series, Information and Computation, v.205 n.1, p.65-98, January, 2007
Hatem A. Fayed , Sherif R. Hashem , Amir F. Atiya, Self-generating prototypes for pattern classification, Pattern Recognition, v.40 n.5, p.1498-1509, May, 2007
Yong Xu , David Zhang , Fengxi Song , Jing-Yu Yang , Zhong Jing , Miao Li, Letters: A method for speeding up feature extraction based on KPCA, Neurocomputing, v.70 n.4-6, p.1056-1061, January, 2007
Aureli Soria-Frisch , Rodrigo Verschae , Aitor Olano, Fuzzy fusion for skin detection, Fuzzy Sets and Systems, v.158 n.3, p.325-336, February, 2007
Andy M. Yip , Chris Ding , Tony F. Chan, Dynamic Cluster Formation Using Level Set Methods, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.6, p.877-889, June 2006
Álvaro Barbero Jiménez , Jorge López Lázaro , José R. Dorronsoro, Finding optimal model parameters by deterministic and annealed focused grid search, Neurocomputing, v.72 n.13-15, p.2824-2832, August, 2009
Loris Nanni , Alessandra Lumini, Letters: An approach for improving face recognition in presence of inaccurate detection, Neurocomputing, v.69 n.13-15, p.1678-1682, August, 2006
Hakan Altınçay, Decision trees using model ensemble-based nodes, Pattern Recognition, v.40 n.12, p.3540-3551, December, 2007
Jun Yan , Benyu Zhang , Ning Liu , Shuicheng Yan , Qiansheng Cheng , Weiguo Fan , Qiang Yang , Wensi Xi , Zheng Chen, Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing, IEEE Transactions on Knowledge and Data Engineering, v.18 n.3, p.320-333, March 2006
Sean Hanna, Defining implicit objective functions for design problems, Proceedings of the 9th annual conference on Genetic and evolutionary computation, July 07-11, 2007, London, England
Vanessa Murdock , Diane Kelly , W. Bruce Croft , Nicholas J. Belkin , Xiaojun Yuan, Identifying and improving retrieval for procedural questions, Information Processing and Management: an International Journal, v.43 n.1, p.181-203, January 2007
Tai-Pang Wu , Chi-Keung Tang , Michael S. Brown , Heung-Yeung Shum, Natural shadow matting, ACM Transactions on Graphics (TOG), v.26 n.2, p.8-es, June 07
Andrei Z. Broder , Marcus Fontoura , Evgeniy Gabrilovich , Amruta Joshi , Vanja Josifovski , Tong Zhang, Robust classification of rare queries using web knowledge, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
Yalçın İşler , Mehmet Kuntalp, Combining classical HRV indices with wavelet entropy measures improves to performance in diagnosing congestive heart failure, Computers in Biology and Medicine, v.37 n.10, p.1502-1510, October, 2007
Koel Das , Zoran Nenadic, Approximate information discriminant analysis: A computationally simple heteroscedastic feature extraction technique, Pattern Recognition, v.41 n.5, p.1565-1574, May, 2008
Eric R. Smith , Bradford J. King , Charles V. Stewart , Richard J. Radke, Registration of combined range-intensity scans: Initialization through verification, Computer Vision and Image Understanding, v.110 n.2, p.226-244, May, 2008
Jieping Ye , Jianhui Chen , Ravi Janardan , Sudhir Kumar, Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA, ACM Transactions on Knowledge Discovery from Data (TKDD), v.2 n.1, p.1-21, March 2008
Philip M. Long , Rocco A. Servedio , Hans Ulrich Simon, Discriminative learning can succeed where generative learning fails, Information Processing Letters, v.103 n.4, p.131-135, August, 2007
Volker Roth, Kernel Fisher Discriminants for Outlier Detection, Neural Computation, v.18 n.4, p.942-960, April 2006
Loris Nanni , Alessandra Lumini, Letters: Random Bands: A novel ensemble for fingerprint matching, Neurocomputing, v.69 n.13-15, p.1702-1705, August, 2006
Xiaobin Li , Zheng Tian, Optimum cut-based clustering, Signal Processing, v.87 n.11, p.2491-2502, November, 2007
Chang-Hwan Lee, Improving classification performance using unlabeled data: Naive Bayesian case, Knowledge-Based Systems, v.20 n.3, p.220-224, April, 2007
Ara V. Nefian , Luhong Liang , Xiaobo Pi , Xiaoxing Liu , Kevin Murphy, Dynamic Bayesian networks for audio-visual speech recognition, EURASIP Journal on Applied Signal Processing, v.2002 n.1, p.1274-1288, January 2002
Rudi Cilibrasi , Paul Vitányi , Ronald De Wolf, Algorithmic Clustering of Music Based on String Compression, Computer Music Journal, v.28 n.4, p.49-67, December 2004
Simon Lucey , Sridha Sridharan , Vinod Chandran, Improved facial-feature detection for AVSP via unsupervised clustering and discriminant analysis, EURASIP Journal on Applied Signal Processing, v.2003 n.1, p.264-275, January 2003
D. M. Gavrila , S. Munder, Multi-cue Pedestrian Detection and Tracking from a Moving Vehicle, International Journal of Computer Vision, v.73 n.1, p.41-59, June 2007
Byeong Hwan Jeon , Kyoung Mu Lee , Sang Uk Lee, Face detection using a first-order RCE classifier, EURASIP Journal on Applied Signal Processing, v.2003 n.1, p.878-889, January 2003
Gita Sukthankar , Katia Sycara, Robust recognition of physical team behaviors using spatio-temporal models, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, May 08-12, 2006, Hakodate, Japan
Emre Kiciman , David A. Maltz , Moises Goldszmidt , John C. Platt, Mining web logs to debug distant connectivity problems, Proceedings of the 2006 SIGCOMM workshop on Mining network data, p.287-292, September 11-15, 2006, Pisa, Italy
Murat Şensoy , Pinar Yolum, A context-aware approach for service selection using ontologies, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, May 08-12, 2006, Hakodate, Japan
Masood Mehmood Khan , Michael Ingleby , Robert D. Ward, Automated Facial Expression Classification and affect interpretation using infrared measurement of facial skin temperature variations, ACM Transactions on Autonomous and Adaptive Systems (TAAS), v.1 n.1, p.91-113, September 2006
Adrian Agogino , Kagan Tumer, Efficient agent-based cluster ensembles, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, May 08-12, 2006, Hakodate, Japan
Zdravko Botev , Dirk P. Kroese, Global likelihood optimization via the cross-entropy method with an application to mixture models, Proceedings of the 36th conference on Winter simulation, December 05-08, 2004, Washington, D.C.
Arpita Patra , Sukhendu Das, Enhancing decision combination of face and fingerprint by exploitation of individual classifier space: An approach to multi-modal biometry, Pattern Recognition, v.41 n.7, p.2298-2308, July, 2008
Andrew K. C. Wong , Gary C. L. Li, Using association patterns for discrete-valed data clustering, Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications, p.410-415, February 12-14, 2007, Innsbruck, Austria
Dan Vance , Anca L. Ralescu, Hyperplane algorithm - first step of the paired planes classification procedure, Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications, p.416-421, February 12-14, 2007, Innsbruck, Austria
Sungho Kim , In So Kweon, Scalable representation for 3D object recognition using feature sharing and view clustering, Pattern Recognition, v.41 n.2, p.754-773, February, 2008
Jie Wang , K. N. Plataniotis , Juwei Lu , A. N. Venetsanopoulos, Kernel quadratic discriminant analysis for small sample size problem, Pattern Recognition, v.41 n.5, p.1528-1538, May, 2008
Junwen Wu , Mohan M. Trivedi, A two-stage head pose estimation framework and evaluation, Pattern Recognition, v.41 n.3, p.1138-1158, March, 2008
Tinging Mu , Asoke K. Nandi , Rangaraj M. Rangayyan, Classification of breast masses via transformation of features using kernel principal component analysis, Proceedings of the fifth conference on Proceeding of the Fifth IASTED International Conference: biomedical engineering, p.396-401, February 14-16, 2007, Innsbruck, Austria
Jianping Hua , Yoganand Balagurunathan , Yidong Chen , James Lowey , Michael L. Bittner , Zixiang Xiong , Edward Suh , Edward R. Dougherty, Normalization benefits microarray-based classification, EURASIP Journal on Bioinformatics and Systems Biology, v.2006 n.1, p.3-3, January 2006
Domonkos Tikk , Zsolt T. Kardkovács , Ferenc P. Szidarovszky, Voting with a parameterized veto strategy: solving the KDD Cup 2006 problem by means of a classifier committee, ACM SIGKDD Explorations Newsletter, v.8 n.2, p.53-62, December 2006
Chi-Yeung Lee , Paul Y. S. Cheung , Karen S. L. Lam, A novel approach to estimate variations of blood glucose using noninvasive metabolic measurements, Proceedings of the fifth conference on Proceeding of the Fifth IASTED International Conference: biomedical engineering, p.79-84, February 14-16, 2007, Innsbruck, Austria
Martin Persson , Tom Duckett , Achim Lilienthal, Virtual sensors for human concepts-Building detection by an outdoor mobile robot, Robotics and Autonomous Systems, v.55 n.5, p.383-390, May, 2007
Jian Fu , H. John Caulfield, Designing spectral sensitivity curves for use with Artificial Color, Pattern Recognition, v.40 n.8, p.2251-2260, August, 2007
A. Hlaváček , V. Hanžl , J. Havlík, Human body movements classification, Proceedings of the fifth conference on Proceeding of the Fifth IASTED International Conference: biomedical engineering, p.326-329, February 14-16, 2007, Innsbruck, Austria
Dominic Létourneau , François Michaud , Jean-Marc Valin, Autonomous mobile robot that can read, EURASIP Journal on Applied Signal Processing, v.2004 n.1, p.2650-2662, 1 January 2004
Chiraz BenAbdelkader , Ross G. Cutler , Larry S. Davis, Gait recognition using image self-similarity, EURASIP Journal on Applied Signal Processing, v.2004 n.1, p.572-585, 1 January 2004
Muhammad Atif Tahir , Ahmed Bouridane , Fatih Kurugollu , Abbes Amira, A novel prostate cancer classification technique using intermediate memory tabu search, EURASIP Journal on Applied Signal Processing, v.2005 n.1, p.2241-2249, 1 January 2005
David Masip , Marco Bressan , Jordi Vitrià, Feature extraction methods for real-time face detection and classification, EURASIP Journal on Applied Signal Processing, v.2005 n.1, p.2061-2071, 1 January 2005
Farid Flitti , Christophe Collet , Bernd Vollmer , François Bonnarel, Multiband segmentation of a spectroscopic line data cube: application to the HI data cube of the spiral galaxy NGC 4254, EURASIP Journal on Applied Signal Processing, v.2005 n.1, p.2546-2558, 1 January 2005
Rong Pan , Qiang Yang , Sinno Jialin Pan, Mining competent case bases for case-based reasoning, Artificial Intelligence, v.171 n.16-17, p.1039-1068, November, 2007
Jigang Xie , Zhengding Qiu , Zhenjiang Miao , Yanqiang Zhang, Bootstrap FDA for counting positives accurately in imprecise environments, Pattern Recognition, v.40 n.11, p.3292-3298, November, 2007
Jie Wang , K. N. Plataniotis , Juwei Lu , A. N. Venetsanopoulos, Kernel quadratic discriminant analysis for small sample size problem, Pattern Recognition, v.41 n.5, p.1545-1555, May, 2008
César A. B. Castañón , Jane S. Fraga , Sandra Fernandez , Arthur Gruber , Luciano da F. Costa, Biological shape characterization for automatic image recognition and diagnosis of protozoan parasites of the genus Eimeria, Pattern Recognition, v.40 n.7, p.1899-1910, July, 2007
Ross W. Deming , Leonid I. Perlovsky, Concurrent multi-target localization, data association, and navigation for a swarm of flying sensors, Information Fusion, v.8 n.3, p.316-330, July, 2007
Vassilis G. Kaburlasos , Ioannis N. Athanasiadis , Pericles A. Mitkas, Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation, International Journal of Approximate Reasoning, v.45 n.1, p.152-188, May, 2007
Nikunj C. Oza , Kagan Tumer, Classifier ensembles: Select real-world applications, Information Fusion, v.9 n.1, p.4-20, January, 2008
Ryo Mukai , Hiroshi Sawada , Shoko Araki , Shoji Makino, Frequency-domain blind source separation of many speech signals using near-field and far-field models, EURASIP Journal on Applied Signal Processing, v.2006 n.1, p.200-200, 01 January
Zehra Cataltepe , Yusuf Yaslan , Abdullah Sonmez, Music genre classification using MIDI and audio features, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.150-150, 1 January 2007
Dori Peleg , Ron Meir, A bilinear formulation for vector sparsity optimization, Signal Processing, v.88 n.2, p.375-389, February, 2008
Axel Pinz, Object categorization, Foundations and Trends® in Computer Graphics and Vision, v.1 n.4, p.255-353, December 2005
Zhaolin Cheng , Dhanya Devarajan , Richard J. Radke, Determining vision graphs for distributed camera networks using feature digests, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.220-220, 1 January 2007
Weifeng Li , Kazuya Takeda , Fumitada Itakura, Robust in-car speech recognition based on nonlinear multiple regressions, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.5-5, 1 January 2007
Mariette Awad , Xianhua Jiang , Yuichi Motai, Incremental support vector machine framework for visual sensor networks, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.222-222, 1 January 2007
Tian Lan , Deniz Erdogmus , Andre Adami , Santosh Mathan , Misha Pavel, Channel selection and feature projection for cognitive load estimation using ambulatory EEG, Computational Intelligence and Neuroscience, v.2007 n.1, p.8-8, January 2007
Xueming Qian , Guizhong Liu , Huan Wang , Rui Su, Text detection, localization, and tracking in compressed video, Image Communication, v.22 n.9, p.752-768, October, 2007
Emanuel Radoi , André Quinquis , Felix Totir, Supervised self-organizing classification of superresolution ISAR images: an anechoic chamber experiment, EURASIP Journal on Applied Signal Processing, v.2006 n.1, p.128-128, 01 January
Lalit Gupta , Vinod Pathangay , Arpita Patra , A. Dyana , Sukhendu Das, Indoor versus outdoor scene classification using probabilistic neural network, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.123-123, 1 January 2007
Jesus Favela , Monica Tentori , Luis A. Castro , Victor M. Gonzalez , Elisa B. Moran , Ana I. Martínez-García, Activity recognition for context-aware hospital applications: issues and opportunities for the deployment of pervasive networks, Mobile Networks and Applications, v.12 n.2-3, p.155-171, March 2007
Ceyhun Burak Akgül , Bülent Sankur , Yücel Yemez , Francis Schmitt, Density-based 3D shape descriptors, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.209-209, 1 January 2007
Dmitriy Shutin , Gernot Kubin , Bernard H. Fleury, Application of the evidence procedure to the estimation of wireless channels, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.71-71, 1 January 2007
Cheng-Chieh Chiang , Yi-Ping Hung , Greg C. Lee, A learning state-space model for image retrieval, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.180-180, 1 January 2007
Galo Nuño-Barrau , José M. Páz-Borrallo, A new location estimation system for wireless networks based on linear discriminant functions and hidden Markov models, EURASIP Journal on Applied Signal Processing, v.2006 n.1, p.159-159, 01 January
Meng Chen , Yefeng Zheng , Min Wu, Classification-based spatial error concealment for visual communications, EURASIP Journal on Applied Signal Processing, v.2006 n.1, p.257-257, 01 January
Wei-Ta Chu , Wen-Huang Cheng , Ja-Ling Wu, Semantic context detection using audio event fusion: camera-ready version, EURASIP Journal on Applied Signal Processing, v.2006 n.1, p.181-181, 01 January
James A. Jones , Mary Jean Harrold , James F. Bowring, Debugging in Parallel, Proceedings of the 2007 international symposium on Software testing and analysis, July 09-12, 2007, London, United Kingdom
B. John Oommen , Sang-Woon Kim , Geir Horn, On the estimation of independent binomial random variables using occurrence and sequential information, Pattern Recognition, v.40 n.11, p.3263-3276, November, 2007
Venkatesh Rajagopalan , Asok Ray , Rohan Samsi , Jeffrey Mayer, Pattern identification in dynamical systems via symbolic time series analysis, Pattern Recognition, v.40 n.11, p.2897-2907, November, 2007
Fei Wang , Jingdong Wang , Changshui Zhang , James Kwok, Face recognition using spectral features, Pattern Recognition, v.40 n.10, p.2786-2797, October, 2007
Jing Li , Xuelong Li , Dacheng Tao, KPCA for semantic object extraction in images, Pattern Recognition, v.41 n.10, p.3244-3250, October, 2008
Yi Huang , Michael S. Brown, User-assisted ink-bleed correction for handwritten documents, Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries, June 16-20, 2008, Pittsburgh PA, PA, USA
Raymond Y. K. Lau , Yuefeng Li , Dawei Song , Ron Chi Wai Kwok, Knowledge discovery for adaptive negotiation agents in e-marketplaces, Decision Support Systems, v.45 n.2, p.310-323, May, 2008
Xiang-Yang Luo , Dao-Shun Wang , Ping Wang , Fen-Lin Liu, Review: A review on blind detection for image steganography, Signal Processing, v.88 n.9, p.2138-2157, September, 2008
Yong Xu , David Zhang , Jian Yang , Jing-Yu Yang, An approach for directly extracting features from matrix data and its application in face recognition, Neurocomputing, v.71 n.10-12, p.1857-1865, June, 2008
Felix Lee , Werner Bailer, Organizing rushes video by visually similar setting, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
S. M. Mousavi , H. R. Rabiee , M. Moshref , A. Dabirmoghaddam, Mobility pattern recognition in mobile ad-hoc networks, Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology, September 10-12, 2007, Singapore
Jianfeng Gao , Jian-Yun Nie , Ming Zhou, Statistical query translation models for cross-language information retrieval, ACM Transactions on Asian Language Information Processing (TALIP), v.5 n.4, p.323-359, December 2006
Shoko Araki , Hiroshi Sawada , Ryo Mukai , Shoji Makino, Underdetermined blind sparse source separation for arbitrarily arranged multiple sensors, Signal Processing, v.87 n.8, p.1833-1847, August, 2007
M. A. Patricio , D. Maravall, A novel generalization of the gray-scale histogram and its application to the automated visual measurement and inspection of wooden Pallets, Image and Vision Computing, v.25 n.6, p.805-816, June, 2007
Cheng Chen , Han Wang, Appearance-Based Topological Bayesian Inference for Loop-Closing Detection in a Cross-Country Environment, International Journal of Robotics Research, v.25 n.10, p.953-983, October 2006
Nizar Grira , Michael E. Houle, Best of both: a hybridized centroid-medoid clustering heuristic, Proceedings of the 24th international conference on Machine learning, p.313-320, June 20-24, 2007, Corvalis, Oregon
Nikoletta Bassiou , Constantine Kotropoulos, Color image histogram equalization by absolute discounting back-off, Computer Vision and Image Understanding, v.107 n.1-2, p.108-122, July, 2007
Daehwan Kim , Jinyoung Song , Daijin Kim, Simultaneous gesture segmentation and recognition based on forward spotting accumulative HMMs, Pattern Recognition, v.40 n.11, p.3012-3026, November, 2007
Philip Shilane , Thomas Funkhouser, Distinctive regions of 3D surfaces, ACM Transactions on Graphics (TOG), v.26 n.2, p.7-es, June 07
Loris Nanni , Alessandra Lumini, Letters: An experimental comparison of ensemble of classifiers for biometric data, Neurocomputing, v.69 n.13-15, p.1670-1673, August, 2006
J. L. Castro , L. D. Flores-Hidalgo , C. J. Mantas , J. M. Puche, Extraction of fuzzy rules from support vector machines, Fuzzy Sets and Systems, v.158 n.18, p.2057-2077, September, 2007
Tadej Savič , Nikola Pavešić, Personal recognition based on an image of the palmar surface of the hand, Pattern Recognition, v.40 n.11, p.3152-3163, November, 2007
Loris Nanni, Letters: A reliable method for designing an automatic karyotyping system, Neurocomputing, v.69 n.13-15, p.1739-1742, August, 2006
Pradeep Kumar , P. Radha Krishna , Raju. S. Bapi , Supriya Kumar De, Rough clustering of sequential data, Data & Knowledge Engineering, v.63 n.2, p.183-199, November, 2007
Arijit Laha, Building contextual classifiers by integrating fuzzy rule based classification technique and k-nn method for credit scoring, Advanced Engineering Informatics, v.21 n.3, p.281-291, July, 2007
Ludmila I. Kuncheva , Victor J. del Rio Vilas , Juan J. Rodríguez, Diagnosing scrapie in sheep: A classification experiment, Computers in Biology and Medicine, v.37 n.8, p.1194-1202, August, 2007
Fengxi Song , David Zhang , Jingyu Yang, Letters: A novel dimensionality-reduction approach for face recognition, Neurocomputing, v.69 n.13-15, p.1683-1687, August, 2006
Mohammad-Reza Siadat , Hamid Soltanian-Zadeh , Kost V. Elisevich, Knowledge-based localization of hippocampus in human brain MRI, Computers in Biology and Medicine, v.37 n.9, p.1342-1360, September, 2007
Dong (Walter) Xie , Jim F. Baldwin, Fuzzy prototype model and semantic distance, Information Systems, v.32 n.7, p.944-967, November, 2007
Alper Küçükural , Reyyan Yeniterzi , Süveyda Yeniterzi , O. Uğur Sezerman, Evolutionary selection of minimum number of features for classification of gene expression data using genetic algorithms, Proceedings of the 9th annual conference on Genetic and evolutionary computation, July 07-11, 2007, London, England
D. Verstraeten , B. Schrauwen , M. D'Haene , D. Stroobandt, 2007 Special Issue: An experimental unification of reservoir computing methods, Neural Networks, v.20 n.3, p.391-403, April, 2007
Raja Tanveer Iqbal , Costin Barbu , Fred Petry, Fuzzy component based object detection, International Journal of Approximate Reasoning, v.45 n.3, p.546-563, August, 2007
I. El Khayat , P. Geurts , G. Leduc, Machine-learnt versus analytical models of TCP throughput, Computer Networks: The International Journal of Computer and Telecommunications Networking, v.51 n.10, p.2631-2644, July, 2007
Hector Jasso , Tony Fountain , Chaitan Baru , William Hodgkiss , Don Reich , Kurt Warner, Prediction of 9-1-1 call volumes for emergency event detection, Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains, May 20-23, 2007, Philadelphia, Pennsylvania
João Gama , Ricardo Fernandes , Ricardo Rocha, Decision trees for mining data streams, Intelligent Data Analysis, v.10 n.1, p.23-45, January 2006
D. Bouchaffra , J. Tan, Structural hidden Markov models: An application to handwritten numeral recognition, Intelligent Data Analysis, v.10 n.1, p.67-79, January 2006
Longin Jan Latecki , Roland Miezianko , Dragoljub Pokrajac, Reliability of motion features in surveillance videos, Integrated Computer-Aided Engineering, v.12 n.3, p.279-290, July 2005
F. Napolitano , G. Raiconi , R. Tagliaferri , A. Ciaramella , A. Staiano , G. Miele, Clustering and visualization approaches for human cell cycle gene expression data analysis, International Journal of Approximate Reasoning, v.47 n.1, p.70-84, January, 2008
Sittisak Rodtook , Stanislav Makhanov, Rotationally invariant filter bank for pattern recognition of noisy images, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, v.17 n.1, p.71-82, January 2006
Brandon D. Gallas , David G. Brown, 2008 Special Issue: Reader studies for validation of CAD systems, Neural Networks, v.21 n.2-3, p.387-397, March, 2008
Chin-Tsai Lin , Chie-Bein Chen , Wen-Hsiang Wu, Fuzzy clustering algorithm for latent class model, Statistics and Computing, v.14 n.4, p.299-310, October 2004
Arindam Banerjee , Srujana Merugu , Inderjit S. Dhillon , Joydeep Ghosh, Clustering with Bregman Divergences, The Journal of Machine Learning Research, 6, p.1705-1749, 12/1/2005
Bradley Malin , Edoardo Airoldi , Kathleen M. Carley, A Network Analysis Model for Disambiguation of Names in Lists, Computational & Mathematical Organization Theory, v.11 n.2, p.119-139, July 2005
Arthur Gretton , Ralf Herbrich , Alexander Smola , Olivier Bousquet , Bernhard Schölkopf, Kernel Methods for Measuring Independence, The Journal of Machine Learning Research, 6, p.2075-2129, 12/1/2005
R. Vilalta , T. Stepinski , M. Achari, An efficient approach to external cluster assessment with an application to Martian topography, Data Mining and Knowledge Discovery, v.14 n.1, p.1-23, February 2007
Jeffrey Erman , Anirban Mahanti , Martin Arlitt , Ira Cohen , Carey Williamson, Offline/realtime traffic classification using semi-supervised learning, Performance Evaluation, v.64 n.9-12, p.1194-1213, October, 2007
Hiromichi Fujisawa, How to compose a complex document recognition system, Proceedings of the 2006 international workshop on Research issues in digital libraries, December 12-15, 2006, Kolkata, India
Chin-Chun Chang , Tzung-Ying Lin, Linear feature extraction by integrating pairwise and global discriminatory information via sequential forward floating selection and kernel QR factorization with column pivoting, Pattern Recognition, v.41 n.4, p.1373-1383, April, 2008
Mohak Shah , Marina Sokolova , Stan Szpakowicz, Process-Specific Information for Learning Electronic Negotiation Outcomes, Fundamenta Informaticae, v.74 n.2,3, p.351-373, August 2006
D. V. Zhora, Analysis of separating surfaces formed by a random subspace classifier, Cybernetics and Systems Analysis, v.42 n.6, p.817-830, November 2006
Marko Robnik-Šikonja , Koen Vanhoof, Evaluation of ordinal attributes at value level, Data Mining and Knowledge Discovery, v.14 n.2, p.225-243, April 2007
H. M. S. B. Senevirathna , Katsumi Yamashita , Hai Lin, A neural equalizer for nonlinearly distorted OFDM signals, International Journal of Knowledge-based and Intelligent Engineering Systems, v.8 n.3, p.171-177, August 2004
Alexander Kraskov , Rodrigo Quian Quiroga , Leila Reddy , Itzhak Fried , Christof Koch, Local Field Potentials and Spikes in the Human Medial Temporal Lobe are Selective to Image Category, Journal of Cognitive Neuroscience, v.19 n.3, p.479-492, March 2007
Yijuan Lu , Qi Tian , Feng Liu , Maribel Sanchez , Yufeng Wang, Interactive Semisupervised Learning for Microarray Analysis, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), v.4 n.2, p.190-203, April 2007
Boaz Lerner , Josepha Yeshaya , Lev Koushnir, On the Classification of a Small Imbalanced Cytogenetic Image Database, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), v.4 n.2, p.204-215, April 2007
Andrzej Skowron, Approximate Reasoning in MAS: Rough Set Approach, Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, p.12-18, December 18-22, 2006
Jieping Ye , Tao Xiong, Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis, The Journal of Machine Learning Research, 7, p.1183-1204, 12/1/2006
Rebecca J. Cathey , Eric C. Jensen , Steven M. Beitzel , Ophir Frieder , David Grossman, Exploiting parallelism to support scalable hierarchical clustering, Journal of the American Society for Information Science and Technology, v.58 n.8, p.1207-1221, June 2007
Nicolò Cesa-Bianchi , Claudio Gentile , Luca Zaniboni, Worst-Case Analysis of Selective Sampling for Linear Classification, The Journal of Machine Learning Research, 7, p.1205-1230, 12/1/2006
Kin Leong Ho , Paul Newman, Detecting Loop Closure with Scene Sequences, International Journal of Computer Vision, v.74 n.3, p.261-286, September 2007
Bernard Haasdonk , Hans Burkhardt, Invariant kernel functions for pattern analysis and machine learning, Machine Learning, v.68 n.1, p.35-61, July 2007
Hansheng Lei , Venu Govindaraju, Generalized regression model for sequence matching and clustering, Knowledge and Information Systems, v.12 n.1, p.77-94, May 2007
Dragomir Yankov , Eamonn Keogh , Jose Medina , Bill Chiu , Victor Zordan, Detecting time series motifs under uniform scaling, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
Stephan Hasler , Heiko Wersing , Edgar Körner, Combining Reconstruction and Discrimination with Class-Specific Sparse Coding, Neural Computation, v.19 n.7, p.1897-1918, July 2007
J. W. Sheppard , S. G. Butcher, A Formal Analysis of Fault Diagnosis with D-matrices, Journal of Electronic Testing: Theory and Applications, v.23 n.4, p.309-322, August 2007
M. A. El-Gamal , M. D. Mohamed, Ensembles of Neural Networks for Fault Diagnosis in Analog Circuits, Journal of Electronic Testing: Theory and Applications, v.23 n.4, p.323-339, August 2007
Jun Yang , Anto Satriyo Nugroho , Kazunobu Yamauchi , Kentaro Yoshioka , Jiang Zheng , Kai Wang , Ken Kato , Susumu Kuroyanagi , Akira Iwata, Efficacy of Interferon Treatment for Chronic Hepatitis C Predicted by Feature Subset Selection and Support Vector Machine, Journal of Medical Systems, v.31 n.2, p.117-123, April 2007
Daniil Ryabko, Pattern Recognition for Conditionally Independent Data, The Journal of Machine Learning Research, 7, p.645-664, 12/1/2006
Jayanta Basak, Online Adaptive Decision Trees: Pattern Classification and Function Approximation, Neural Computation, v.18 n.9, p.2062-2101, September 2006
Marc Teboulle, A Unified Continuous Optimization Framework for Center-Based Clustering Methods, The Journal of Machine Learning Research, 8, p.65-102, 5/1/2007
Rocío Alaiz-Rodríguez , Alicia Guerrero-Curieses , Jesús Cid-Sueiro, Minimax Regret Classifier for Imprecise Class Distributions, The Journal of Machine Learning Research, 8, p.103-130, 5/1/2007
Masashi Sugiyama, Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis, The Journal of Machine Learning Research, 8, p.1027-1061, 5/1/2007
Greg Barish , Craig A. Knoblock, Speculative plan execution for information gathering, Artificial Intelligence, v.172 n.4-5, p.413-453, March, 2008
Xiaodong Yu , Ping Xue , Lingyu Duan , Qi Tian, An algorithm to estimate mean vehicle speed from MPEG Skycam video, Multimedia Tools and Applications, v.34 n.1, p.85-105, July 2007
Michael Biehl , Anarta Ghosh , Barbara Hammer, Dynamics and Generalization Ability of LVQ Algorithms, The Journal of Machine Learning Research, 8, p.323-360, 5/1/2007
Jun Yan , Ning Liu , Qiang Yang , Benyu Zhang , Qiansheng Cheng , Zheng Chen, Mining Adaptive Ratio Rules from Distributed Data Sources, Data Mining and Knowledge Discovery, v.12 n.2-3, p.249-273, May 2006
Giulio Antoniol , Bruno Caprile , Alessandra Potrich , Paolo Tonella, Design-code traceability for object-oriented systems, Annals of Software Engineering, v.9 n.1-4, p.35-58, 2000
Pu Liu , S. X. -D. Tan , Hang Li , Zhenyu Qi , Jun Kong , B. McGaughy , Lei He, An efficient method for terminal reduction of interconnect circuits considering delay variations, Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design, p.821-826, November 06-10, 2005, San Jose, CA
Yong Xu , Fengxi Song, A feature extraction approach based on typical samples and its application to face recognition, Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications, p.315-320, February 14-16, 2007, Innsbruck, Austria
Vered Aharonson , Nadav Nehmadi , Hagit Messer, Automatic emotional stimulus identification from facial expressions, Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications, p.333-337, February 14-16, 2007, Innsbruck, Austria
Tinging Mu , Asoke K. Nandi , Rangaraj M. Rangayyan, Pairwise Rayleigh quotient classifier with application to the analysis of breast tumors, Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications, p.356-361, February 14-16, 2007, Innsbruck, Austria
D. Bouchaffra , J. Tan, Structural Hidden Markov Models Using a Relation of Equivalence: Application to Automotive Designs, Data Mining and Knowledge Discovery, v.12 n.1, p.79-96, January 2006
Nathan Eagle , Alex (Sandy) Pentland, Reality mining: sensing complex social systems, Personal and Ubiquitous Computing, v.10 n.4, p.255-268, March 2006
Andrzej Skowron, Approximate Reasoning in MAS: Rough Set Approach, Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology, p.12-18, December 18-22, 2006
Martin Rehak , Milos Gregor , Michal Pechoucek , Jeffrey M. Bradshaw, Representing Context for Multiagent Trust Modeling, Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology, p.737-746, December 18-22, 2006
Jacob Kogan , Marc Teboulle , Charles Nicholas, Data Driven Similarity Measures for k-Means Like Clustering Algorithms, Information Retrieval, v.8 n.2, p.331-349, April 2005
Edwin Lughofer, Extensions of vector quantization for incremental clustering, Pattern Recognition, v.41 n.3, p.995-1011, March, 2008
Rakesh Agrawal , Johannes Gehrke , Dimitrios Gunopulos , Prabhakar Raghavan, Automatic Subspace Clustering of High Dimensional Data, Data Mining and Knowledge Discovery, v.11 n.1, p.5-33, July 2005
M. A. Tahir , A. Bouridane , F. Kurugollu, An FPGA Based Coprocessor for GLCM and Haralick Texture Features and their Application in Prostate Cancer Classification, Analog Integrated Circuits and Signal Processing, v.43 n.2, p.205-215, May 2005
Amy C. Larson , Guleser K. Demir , Richard M. Voyles, Terrain Classification Using Weakly-Structured Vehicle/Terrain Interaction, Autonomous Robots, v.19 n.1, p.41-52, July 2005
Paul N. Bennett , Susan T. Dumais , Eric Horvitz, The Combination of Text Classifiers Using Reliability Indicators, Information Retrieval, v.8 n.1, p.67-100, January 2005
Tobias Schreck , Dieter Fellner , Daniel Keim, Towards automatic feature vector optimization for multimedia applications, Proceedings of the 2008 ACM symposium on Applied computing, March 16-20, 2008, Fortaleza, Ceara, Brazil
S. Malassiotis , M. G. Strintzis, Real-time hand posture recognition using range data, Image and Vision Computing, v.26 n.7, p.1027-1037, July, 2008
Saul C. Leite , Raul Fonseca Neto, Incremental margin algorithm for large margin classifiers, Neurocomputing, v.71 n.7-9, p.1550-1560, March, 2008
Ivan Laptev, On Space-Time Interest Points, International Journal of Computer Vision, v.64 n.2-3, p.107-123, September 2005
Hajime Inoue , Dana Jansens , Abdulrahman Hijazi , Anil Somayaji, NetADHICT: a tool for understanding network traffic, Proceedings of the 21st conference on 21st Large Installation System Administration Conference, p.1-9, November 11-16, 2007, Dallas
Jun Wang , Lijun Yin, Static topographic modeling for facial expression recognition and analysis, Computer Vision and Image Understanding, v.108 n.1-2, p.19-34, October, 2007
W. W. Kong , Surendra Ranganath, Signing Exact English (SEE): Modeling and recognition, Pattern Recognition, v.41 n.5, p.1655-1669, May, 2008
Ashish Ghosh , Saroj K. Meher , B. Uma Shankar, A novel fuzzy classifier based on product aggregation operator, Pattern Recognition, v.41 n.3, p.961-971, March, 2008
Dan Pelleg , Muli Ben-Yehuda , Rick Harper , Lisa Spainhower , Tokunbo Adeshiyan, Vigilant: out-of-band detection of failures in virtual machines, ACM SIGOPS Operating Systems Review, v.42 n.1, January 2008
Enrique Alegre , Michael Biehl , Nicolai Petkov , Lidia Sánchez, Automatic classification of the acrosome status of boar spermatozoa using digital image processing and LVQ, Computers in Biology and Medicine, v.38 n.4, p.461-468, April, 2008
Dinora Araceli Morales , Endika Bengoetxea , Pedro Larrañaga , Miguel García , Yosu Franco , Mónica Fresnada , Marisa Merino, Bayesian classification for the selection of in vitro human embryos using morphological and clinical data, Computer Methods and Programs in Biomedicine, v.90 n.2, p.104-116, May, 2008
Z. Volkovich , Z. Barzily , L. Morozensky, A statistical model of cluster stability, Pattern Recognition, v.41 n.7, p.2174-2188, July, 2008
Isabelle Guyon , André Elisseeff, An introduction to variable and feature selection, The Journal of Machine Learning Research, 3, 3/1/2003
Josep Domingo-Ferrer , Vicenç Torra, Disclosure risk assessment in statistical microdata protection via advanced record linkage, Statistics and Computing, v.13 n.4, p.343-354, October 2003
Tao Li , Sarabjot Singh Anand, Diva: a variance-based clustering approach for multi-type relational data, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
Nam Hun Park , Won Suk Lee, Grid-based subspace clustering over data streams, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
Ahmed Bilal Ashraf , Simon Lucey , Jeffrey F. Cohn , Tsuhan Chen , Zara Ambadar , Ken Prkachin , Patty Solomon , Barry J. Theobald, The painful face: pain expression recognition using active appearance models, Proceedings of the 9th international conference on Multimodal interfaces, November 12-15, 2007, Nagoya, Aichi, Japan
Bonnie Rubenstein Montano , Victoria Yoon , Kevin Drummey , Jay Liebowitz, Agent learning in the multi-agent contracting system [MACS], Decision Support Systems, v.45 n.1, p.140-149, April, 2008
I-En Liao , Kuo-Fong Kao, Enhancing the accuracy of WLAN-based location determination systems using predicted orientation information, Information Sciences: an International Journal, v.178 n.4, p.1049-1068, February, 2008
Qiang Yang , Charles Ling , Xiaoyong Chai , Rong Pan, Test-Cost Sensitive Classification on Data with Missing Values, IEEE Transactions on Knowledge and Data Engineering, v.18 n.5, p.626-638, May 2006
Jungong Han , Dirk Farin , Peter H. N. de With, A real-time augmented-reality system for sports broadcast video enhancement, Proceedings of the 15th international conference on Multimedia, September 25-29, 2007, Augsburg, Germany
Kar-Ann Toh , Jaihie Kim , Sangyoun Lee, Biometric scores fusion based on total error rate minimization, Pattern Recognition, v.41 n.3, p.1066-1082, March, 2008
Daniel S. Yeung , Defeng Wang , Wing W. Ng , Eric C. Tsang , Xizhao Wang, Structured large margin machines: sensitive to data distributions, Machine Learning, v.68 n.2, p.171-200, August 2007
Shishir Shah , James Thigpen , Fatima Merchant, Automated cell differentiation in multispectral microscopy, Proceedings of the 11th WSEAS International Conference on Computers, p.618-623, July 26-28, 2007, Agios Nikolaos, Crete Island, Greece
J. F. Jimenez , F. J. Cuevas , J. M. Carpio, Genetic algorithms applied to clustering problem and data mining, Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, p.219-224, September 15-17, 2007, Beijing, China
Hugo Silva , Ana Fred, Pairwise vs global multi-class wrapper feature selection, Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases, p.1-6, February 16-19, 2007, Corfu Island, Greece
Marek Kurzynski, Contextual and isolated algorithms for multistage pattern recognition, Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, p.26-31, September 15-17, 2007, Beijing, China
Edward Puchala , Aleksander Rewak, The feature extraction procedure for pattern recognition with learning using genetic algorithm, Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, p.32-36, September 15-17, 2007, Beijing, China
Michal Wozniak, Combined approach to pattern classification in parametric case, Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, p.315-320, September 15-17, 2007, Beijing, China
Bülent Yılmaz , Uur Cunediolu, Source localization of focal ventricular arrhythmias using linear estimation, correlation, and back propagation networks, Computers in Biology and Medicine, v.37 n.10, p.1437-1445, October, 2007
Jerónimo Arenas-García , Vanessa Gómez-Verdejo , Aníbal R. Figueiras-Vidal, Fast evaluation of neural networks via confidence rating, Neurocomputing, v.70 n.16-18, p.2775-2782, October, 2007
Fabrizia M. de S. Matos , Leonardo V. Batista , JanKees v. d. Poel, Face recognition using DCT coefficients selection, Proceedings of the 2008 ACM symposium on Applied computing, March 16-20, 2008, Fortaleza, Ceara, Brazil
Dimitrios Pierrakos , Georgios Paliouras , Christos Papatheodorou , Constantine D. Spyropoulos, Web Usage Mining as a Tool for Personalization: A Survey, User Modeling and User-Adapted Interaction, v.13 n.4, p.311-372, November 2003
Radu Florian , Silviu Cucerzan , Charles Schafer , David Yarowsky, Combining Classifiers for word sense disambiguation, Natural Language Engineering, v.8 n.4, p.327-341, December 2002
Ari Y. Benbasat , Joseph A. Paradiso, A framework for the automated generation of power-efficient classifiers for embedded sensor nodes, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
Daniel Ashbrook , Thad Starner, Using GPS to learn significant locations and predict movement across multiple users, Personal and Ubiquitous Computing, v.7 n.5, p.275-286, October 2003
Jun Liu , Songcan Chen , Xiaoyang Tan, Fractional order singular value decomposition representation for face recognition, Pattern Recognition, v.41 n.1, p.378-395, January, 2008
Aris Anagnostopoulos , Anirban Dasgupta , Ravi Kumar, Approximation algorithms for co-clustering, Proceedings of the twenty-seventh ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, June 09-12, 2008, Vancouver, Canada
F. R. Al-Osaimi , M. Bennamoun , A. Mian, Integration of local and global geometrical cues for 3D face recognition, Pattern Recognition, v.41 n.3, p.1030-1040, March, 2008
C. A. Shah , P. K. Varshney , M. K. Arora, ICA mixture model algorithm for unsupervised classification of remote sensing imagery, International Journal of Remote Sensing, v.28 n.8, p.1711-1731, April 2007
Abderrahmane Boubezoul , Sébastien Paris , Mustapha Ouladsine, Application of the cross entropy method to the GLVQ algorithm, Pattern Recognition, v.41 n.10, p.3173-3178, October, 2008
Gideon Kowadlo , R. Andrew Russell, Robot Odor Localization: A Taxonomy and Survey, International Journal of Robotics Research, v.27 n.8, p.869-894, August 2008
Cristian Munteanu , Francisco Cabrera Morales , Javier González Fernández , Agostinho Rosa , Luís Gómez Déniz, Enhancing obstetric and gynecology ultrasound images by adaptation of the speckle reducing anisotropic diffusion filter, Arificial Intelligence in Medicine, v.43 n.3, p.223-242, July, 2008
Alberto Tellaeche , Xavier P. Burgos-Artizzu , Gonzalo Pajares , Angela Ribeiro, A vision-based method for weeds identification through the Bayesian decision theory, Pattern Recognition, v.41 n.2, p.521-530, February, 2008
Serkan Gunal , Rifat Edizkan, Subspace based feature selection for pattern recognition, Information Sciences: an International Journal, v.178 n.19, p.3716-3726, October, 2008
Waheeduddin Q. Syed , Hsiao-Chun Wu, Speech waveform compression using robust adaptive voice activity detection for nonstationary noise, EURASIP Journal on Audio, Speech, and Music Processing, v.8 n.5, p.1-8, January 2008
Matthew Robards , Junbin Gao , Philip Charlton, A discriminant analysis for undersampled data, Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining, p.13-20, December 01-01, 2007, Gold Coast, Australia
Michael Blighe , Noel E. O'Connor, MyPlaces: detecting important settings in a visual diary, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
Joseph Modayil , Benjamin Kuipers, The initial development of object knowledge by a learning robot, Robotics and Autonomous Systems, v.56 n.11, p.879-890, November, 2008
Shanfeng Zhu , Ichigaku Takigawa , Jia Zeng , Hiroshi Mamitsuka, Field independent probabilistic model for clustering multi-field documents, Information Processing and Management: an International Journal, v.45 n.5, p.555-570, September, 2009
Werner Bailer , Georg Thallinger, A framework for multimedia content abstraction and its application to rushes exploration, Proceedings of the 6th ACM international conference on Image and video retrieval, p.146-153, July 09-11, 2007, Amsterdam, The Netherlands
Fei Wang , Changshui Zhang , Tao Li, Regularized clustering for documents, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
Shiliang Sun , Changshui Zhang , Yue Lu, The random electrode selection ensemble for EEG signal classification, Pattern Recognition, v.41 n.5, p.1663-1675, May, 2008
Sangho Park , Mohan M. Trivedi, Understanding human interactions with track and body synergies (TBS) captured from multiple views, Computer Vision and Image Understanding, v.111 n.1, p.2-20, July, 2008
Martin H. C. Law , Anil K. Jain, Incremental Nonlinear Dimensionality Reduction by Manifold Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.3, p.377-391, March 2006
Gautam Pant , Padmini Srinivasan, Link Contexts in Classifier-Guided Topical Crawlers, IEEE Transactions on Knowledge and Data Engineering, v.18 n.1, p.107-122, January 2006
Erich Fuchs , Thiemo Gruber , Jiri Nitschke , Bernhard Sick, On-line motif detection in time series with SwiftMotif, Pattern Recognition, v.42 n.11, p.3015-3031, November, 2009
Jamie A. Ward , Paul Lukowicz , Gerhard Troster , Thad E. Starner, Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.10, p.1553-1567, October 2006
Anna Corazza , Giorgio Satta, Probabilistic Context-Free Grammars Estimated from Infinite Distributions, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.29 n.8, p.1379-1393, August 2007
Domenico G. Sorrenti , Marco Cattaneo , Vincenzo Villa, ULTRASONIC-BASED LOCALIZATION OF COW TEATS FOR ROBOTIZED MILKING, Cybernetics and Systems, v.39 n.4, p.310-332, May 2008
Weili Wu , Xiuzhen Cheng , Min Ding , Kai Xing , Fang Liu , Ping Deng, Localized Outlying and Boundary Data Detection in Sensor Networks, IEEE Transactions on Knowledge and Data Engineering, v.19 n.8, p.1145-1157, August 2007
Deng Cai , Xiaofei He , Jiawei Han, SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis, IEEE Transactions on Knowledge and Data Engineering, v.20 n.1, p.1-12, January 2008
Eric P. Kasten , Philip K. McKinley, MESO: Supporting Online Decision Making in Autonomic Computing Systems, IEEE Transactions on Knowledge and Data Engineering, v.19 n.4, p.485-499, April 2007
Richard P. Sharp , Randall Ridgway , Kishore Mosaliganti , Pamela Wenzel , Tony Pan , Alain de Bruin , Raghu Machiraju , Kun Huang , Gustavo Leone , Joel H. Saltz, Volume Rendering Phenotype Differences in Mouse Placenta Microscopy Data, Computing in Science and Engineering, v.9 n.1, p.38-47, January 2007
Mariette Awad , Yuichi Motai, Dynamic classification for video stream using support vector machine, Applied Soft Computing, v.8 n.4, p.1314-1325, September, 2008
Yulia Kempner, Range image recognition based on statistical multiresolution approach, Proceedings of the 4th WSEAS International Conference on Telecommunications and Informatics, p.1-6, March 13-15, 2005, Prague, Czech Republic
Wei Zhang , Takashi Matsumoto , Juan Liu , Maurice Chu , Bo Begole, An intelligent fitting room using multi-camera perception, Proceedings of the 13th international conference on Intelligent user interfaces, January 13-16, 2008, Gran Canaria, Spain
Lifu Zhang , N. Fujiwara , S. Furumi , K. Muramatsu , M. Daigo , Liangpei Zhang, Assessment of the universal pattern decomposition method using MODIS and ETM data, International Journal of Remote Sensing, v.28 n.1, p.125-142, January 2007
Madirakshi Das , Jens Farmer , Andrew Gallagher , Alexander Loui, Event-based location matching for consumer image collections, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
Ju Cheng Yang , Dong Sun Park, A fingerprint verification algorithm using tessellated invariant moment features, Neurocomputing, v.71 n.10-12, p.1939-1946, June, 2008
Ju Cheng Yang , Dong Sun Park, A fingerprint verification algorithm using tessellated invariant moment features, Neurocomputing, v.71 n.10-12, p.1939-1946, June, 2008
Qubo You , Nanning Zheng , Ling Gao , Shaoyi Du , Jianyi Liu, Solution for supervised graph embedding: A case study, Signal Processing, v.88 n.9, p.2293-2301, September, 2008
Mengqiu Wang , Luo Si, Discriminative probabilistic models for passage based retrieval, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
Laurent Mascarilla , Michel Berthier , Carl Frélicot, A k-order fuzzy OR operator for pattern classification with k -order ambiguity rejection, Fuzzy Sets and Systems, v.159 n.15, p.2011-2029, August, 2008
Adrian Ulges , Christian Schulze , Daniel Keysers , Thomas Breuel, Identifying relevant frames in weakly labeled videos for training concept detectors, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
Paraskevi Tzouveli , Phivos Mylonas , Stefanos Kollias, An intelligent e-learning system based on learner profiling and learning resources adaptation, Computers & Education, v.51 n.1, p.224-238, August, 2008
Bart Kroon , Alan Hanjalic , Sander M.P. Maas, Eye localization for face matching: is it always useful and under what conditions?, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
Jun Wang , Arjen P. de Vries , Marcel J. T. Reinders, Unified relevance models for rating prediction in collaborative filtering, ACM Transactions on Information Systems (TOIS), v.26 n.3, p.1-42, June 2008
Wai Chee Yau , Dinesh Kant Kumar , Hans Weghorn, Vision-based technique for secure recognition of voice-less commands, International Journal of Electronic Security and Digital Forensics, v.1 n.4, p.323-335, November 2008
Murali Haran , Alan Karr , Michael Last , Alessandro Orso , Adam A. Porter , Ashish Sanil , Sandro Fouche, Techniques for Classifying Executions of Deployed Software to Support Software Engineering Tasks, IEEE Transactions on Software Engineering, v.33 n.5, p.287-304, May 2007
Hazem M. El-Bakry , Nikos Mastorakis, A novel fast Kolmogorov's spline complex network for pattern detection, WSEAS TRANSACTIONS on SYSTEMS, v.7 n.11, p.1310-1328, November 2008
William C. Suski II , Michael A. Temple , Michael J. Mendenhall , Robert F. Mills, Radio frequency fingerprinting commercial communication devices to enhance electronic security, International Journal of Electronic Security and Digital Forensics, v.1 n.3, p.301-322, October 2008
Chihli Hung, A constrained neural learning rule for eliminating the border effect in online self-organising maps, Connection Science, v.20 n.1, p.1-20, March 2008
David Williams , Xuejun Liao , Ya Xue , Lawrence Carin , Balaji Krishnapuram, On Classification with Incomplete Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.29 n.3, p.427-436, March 2007
Koel Das , Zoran Nenadic, An efficient discriminant-based solution for small sample size problem, Pattern Recognition, v.42 n.5, p.857-866, May, 2009
Masood Mehmood Khan , Robert D. Ward , Michael Ingleby, Classifying pretended and evoked facial expressions of positive and negative affective states using infrared measurement of skin temperature, ACM Transactions on Applied Perception (TAP), v.6 n.1, p.1-22, February 2009
Aritz Pérez , Pedro Larraòaga , Iòaki Inza, Bayesian classifiers based on kernel density estimation: Flexible classifiers, International Journal of Approximate Reasoning, v.50 n.2, p.341-362, February, 2009
Carmen Serrano , Begoña Acha, Pattern analysis of dermoscopic images based on Markov random fields, Pattern Recognition, v.42 n.6, p.1052-1057, June, 2009
Hui Xue , Yulian Zhu , Songcan Chen, Letters: Local ridge regression for face recognition, Neurocomputing, v.72 n.4-6, p.1342-1346, January, 2009
Yiyu Yao , Yan Zhao, Attribute reduction in decision-theoretic rough set models, Information Sciences: an International Journal, v.178 n.17, p.3356-3373, September, 2008
Dacheng Tao , Xuelong Li , Xindong Wu , Steve Maybank, Tensor Rank One Discriminant Analysis-A convergent method for discriminative multilinear subspace selection, Neurocomputing, v.71 n.10-12, p.1866-1882, June, 2008
Daan He , Nick Cercone , Zhenmei Gu, Applying the extended mass-constraint EM algorithm to image retrieval, Computers & Mathematics with Applications, v.56 n.4, p.1010-1024, August, 2008
Georgios Th. Papadopoulos , Vasileios Mezaris , Ioannis Kompatsiaris , Michael G. Strintzis, Accumulated motion energy fields estimation and representation for semantic event detection, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
G. Christoulas , V. Tsagaris , V. Anastassopoulos, Textural characterization from various representations of MERIS data, International Journal of Remote Sensing, v.28 n.3-4, p.675-692, February 2007
Pietari Pulkkinen , Mikko Laurikkala , Aino Ropponen , Hannu Koivisto, Quality management in GPRS networks with fuzzy case-based reasoning, Knowledge-Based Systems, v.21 n.5, p.421-428, July, 2008
A. Gelzinis , A. Verikas , M. Bacauskiene, Automated speech analysis applied to laryngeal disease categorization, Computer Methods and Programs in Biomedicine, v.91 n.1, p.36-47, July, 2008
Hahnsang Kim , Joshua Smith , Kang G. Shin, Detecting energy-greedy anomalies and mobile malware variants, Proceeding of the 6th international conference on Mobile systems, applications, and services, June 17-20, 2008, Breckenridge, CO, USA
Chao-Lin Liu, A Simulation-Based Experience in Learning Structures of Bayesian Networks to Represent How Students Learn Composite Concepts, International Journal of Artificial Intelligence in Education, v.18 n.3, p.237-285, August 2008
Vasileios Megalooikonomou , Despina Kontos , Dragoljub Pokrajac , Aleksandar Lazarevic , Zoran Obradovic, An adaptive partitioning approach for mining discriminant regions in 3D image data, Journal of Intelligent Information Systems, v.31 n.3, p.217-242, December 2008
Constantin-Iulian Vizitiu , Petrica Ciotirnae, Neural design procedure for an ATTR system based on video imagery usage, WSEAS Transactions on Circuits and Systems, v.7 n.7, p.590-599, July 2008
Tomás Brandão , Maria Paula Queluz, No-reference image quality assessment based on DCT domain statistics, Signal Processing, v.88 n.4, p.822-833, April, 2008
Deng Cai , Xiaofei He , Wei Vivian Zhang , Jiawei Han, Regularized locality preserving indexing via spectral regression, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
Chunyu Yang , Jie Zhou, Non-stationary data sequence classification using online class priors estimation, Pattern Recognition, v.41 n.8, p.2656-2664, August, 2008
Kar-Ann Toh, An error-counting network for pattern classification, Neurocomputing, v.71 n.7-9, p.1680-1693, March, 2008
Fernando López , José Miguel Valiente , José Manuel Prats , Alberto Ferrer, Performance evaluation of soft color texture descriptors for surface grading using experimental design and logistic regression, Pattern Recognition, v.41 n.5, p.1744-1755, May, 2008
Cheong Hee Park , Haesun Park, A comparison of generalized linear discriminant analysis algorithms, Pattern Recognition, v.41 n.3, p.1083-1097, March, 2008
Kevyn Collins-Thompson , Jamie Callan, Estimation and use of uncertainty in pseudo-relevance feedback, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
Michael Pechuk , Octavian Soldea , Ehud Rivlin, Learning function-based object classification from 3D imagery, Computer Vision and Image Understanding, v.110 n.2, p.173-191, May, 2008
Stephen J. Schmugge , M. Adeel Zaffar , Leonid V. Tsap , Min C. Shin, Task-based evaluation of skin detection for communication and perceptual interfaces, Journal of Visual Communication and Image Representation, v.18 n.6, p.487-495, December, 2007
Giorgio Giacinto , Roberto Perdisci , Mauro Del Rio , Fabio Roli, Intrusion detection in computer networks by a modular ensemble of one-class classifiers, Information Fusion, v.9 n.1, p.69-82, January, 2008
Junjie Wu , Hui Xiong , Peng Wu , Jian Chen, Local decomposition for rare class analysis, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
Kevin T. Kelly, Ockham's razor, empirical complexity, and truth-finding efficiency, Theoretical Computer Science, v.383 n.2-3, p.270-289, September, 2007
Jinhui Tang , Xian-Sheng Hua , Guo-Jun Qi , Meng Wang , Tao Mei , Xiuqing Wu, Structure-sensitive manifold ranking for video concept detection, Proceedings of the 15th international conference on Multimedia, September 25-29, 2007, Augsburg, Germany
N. Sebe , M. S. Lew , Y. Sun , I. Cohen , T. Gevers , T. S. Huang, Authentic facial expression analysis, Image and Vision Computing, v.25 n.12, p.1856-1863, December, 2007
Shiliang Sun , Changshui Zhang , Yue Lu, The random electrode selection ensemble for EEG signal classification, Pattern Recognition, v.41 n.5, p.1680-1692, May, 2008
Yiming Wu , Xiuwen Liu , Washington Mio , K. A. Gallivan, Two-stage optimal component analysis, Computer Vision and Image Understanding, v.110 n.1, p.91-101, April, 2008
Bo Long , Zhongfei Mark Zhang , Philip S. Yu, A probabilistic framework for relational clustering, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
Krzysztof Kryszczuk , Andrzej Drygajlo, Credence estimation and error prediction in biometric identity verification, Signal Processing, v.88 n.4, p.916-925, April, 2008
Sarbast Rasheed , Daniel Stashuk , Mohamed Kamel, A software package for interactive motor unit potential classification using fuzzy k-NN classifier, Computer Methods and Programs in Biomedicine, v.89 n.1, p.56-71, January, 2008
Jorge Sueiras , Daniel Vélez , José Luis Flórez, A combination of approaches to solve task "How Many Ratings" of the KDD CUP 2007, ACM SIGKDD Explorations Newsletter, v.9 n.2, December 2007