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William DuMouchel , Daryl Pregibon, Empirical bayes screening for multi-item associations, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.67-76, August 26-29, 2001, San Francisco, California

David Touzet , Jean-Marc Menaud , Frédéric Weis , Paul Couderc , Michel Banâtre, SIDE surfer: enriching casual meetings with spontaneous information gathering, ACM SIGARCH Computer Architecture News, v.29 n.5, December 2001

Bing Liu , Wynne Hsu, Domain knowledge to support the discovery process: user preferences, Handbook of data mining and knowledge discovery, Oxford University Press, Inc., New York, NY, 2002

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Takeshi Fukuda , Yasuhiko Morimoto , Shimichi Morishita , Takeshi Tokuyama, Data Mining with optimized two-dimensional association rules, ACM Transactions on Database Systems (TODS), v.26 n.2, p.179-213, June 2001

Yiming Ma , Bing Liu , Ching Kian Wong , Philip S. Yu , Shuik Ming Lee, Targeting the right students using data mining, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.457-464, August 20-23, 2000, Boston, Massachusetts, United States

Jiong Yang , Wei Wang , Philip S. Yu , Jiawei Han, Mining long sequential patterns in a noisy environment, Proceedings of the 2002 ACM SIGMOD international conference on Management of data, June 03-06, 2002, Madison, Wisconsin

Amir Michail, Data mining library reuse patterns using generalized association rules, Proceedings of the 22nd international conference on Software engineering, p.167-176, June 04-11, 2000, Limerick, Ireland

Jianning Dong , William Perrizo , Qin Ding , Jingkai Zhou, The application of association rule mining to remotely sensed data, Proceedings of the 2000 ACM symposium on Applied computing, p.340-345, March 2000, Como, Italy

Xiuzhen Zhang , Guozu Dong , Ramamohanarao Kotagiri, Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.310-314, August 20-23, 2000, Boston, Massachusetts, United States

Hongjun Lu , Ling Feng , Jiawei Han, Beyond intratransaction association analysis: mining multidimensional intertransaction association rules, ACM Transactions on Information Systems (TOIS), v.18 n.4, p.423-454, Oct. 2000

Raymond J. Mooney , Razvan Bunescu, Mining knowledge from text using information extraction, ACM SIGKDD Explorations Newsletter, v.7 n.1, p.3-10, June 2005

Maged El-Sayed , Carolina Ruiz , Elke A. Rundensteiner, FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs, Proceedings of the 6th annual ACM international workshop on Web information and data management, November 12-13, 2004, Washington DC, USA

Artur Bykowski , Christophe Rigotti, A condensed representation to find frequent patterns, Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, p.267-273, May 2001, Santa Barbara, California, United States

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Satoshi Morinaga , Kenji Yamanishi , Kenji Tateishi , Toshikazu Fukushima, Mining product reputations on the Web, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada

Jiawei Han , Jian Pei , Guozhu Dong , Ke Wang, Efficient computation of Iceberg cubes with complex measures, ACM SIGMOD Record, v.30 n.2, p.1-12, June 2001

Min Wang , X. Sean Wang, Optimizing relational store for e-catalog queries: a data mining approach, Proceedings of the 2002 ACM symposium on Applied computing, March 11-14, 2002, Madrid, Spain

Masato Oguchi , Masaru Kitsuregawa, Dynamic remote memory acquisition for parallel data mining on ATM-connected PC cluster, Proceedings of the 13th international conference on Supercomputing, p.246-252, June 20-25, 1999, Rhodes, Greece

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Jiawei Han , Jian Pei , Behzad Mortazavi-Asl , Qiming Chen , Umeshwar Dayal , Mei-Chun Hsu, FreeSpan: frequent pattern-projected sequential pattern mining, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.355-359, August 20-23, 2000, Boston, Massachusetts, United States

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Zhou Haofeng , Zhu Jianqiu , Zhu Yangyong , Shi Baile, ARminer: a data mining tool based on association rules, Journal of Computer Science and Technology, v.17 n.5, p.594-602, May 2002

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Karuna P. Joshi , Anupam Joshi , Yelena Yesha, On Using a Warehouse to Analyze Web Logs, Distributed and Parallel Databases, v.13 n.2, p.161-180, March 2003

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Phillip B. Gibbons , Yossi Matias, New sampling-based summary statistics for improving approximate query answers, ACM SIGMOD Record, v.27 n.2, p.331-342, June 1998

Bing Liu , Yiming Ma , Philip S. Yu, Discovering unexpected information from your competitors' web sites, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.144-153, August 26-29, 2001, San Francisco, California

Luminita Dumitriu, Interactive mining and knowledge reuse for the closed-itemset incremental-mining problem, ACM SIGKDD Explorations Newsletter, v.3 n.2, January 2002

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Stephen D. Bay , Michael J. Pazzani, Detecting change in categorical data: mining contrast sets, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.302-306, August 15-18, 1999, San Diego, California, United States

Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan, A framework for measuring changes in data characteristics, Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, p.126-137, May 31-June 03, 1999, Philadelphia, Pennsylvania, United States

Tzung-Pei Hong , Chan-Sheng Kuo , Sheng-Chai Chi , Shyue-Liang Wang, Mining fuzzy rules from quantitative data based on the AprioriTid algorithm, Proceedings of the 2000 ACM symposium on Applied computing, p.534-536, March 2000, Como, Italy

Pradeep Shenoy , Jayant R. Haritsa , S. Sundarshan , Gaurav Bhalotia , Mayank Bawa , Devavrat Shah, Turbo-charging vertical mining of large databases, ACM SIGMOD Record, v.29 n.2, p.22-33, June 2000

Bamshad Mobasher , Honghua Dai , Tao Luo , Miki Nakagawa, Effective personalization based on association rule discovery from web usage data, Proceedings of the 3rd international workshop on Web information and data management, November 09-01, 2001, Atlanta, Georgia, USA

Anthony K.H. Tung , Hongjun Lu , Jiawei Han , Ling Feng, Breaking the barrier of transactions: mining inter-transaction association rules, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.297-301, August 15-18, 1999, San Diego, California, United States

Ke Wang , Yu He , David W. Cheung, Mining confident rules without support requirement, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA

Chang-Hung Lee , Cheng-Ru Lin , Ming-Syan Chen, Sliding-window filtering: an efficient algorithm for incremental mining, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA

Jian Pei , Jiawei Han, Constrained frequent pattern mining: a pattern-growth view, ACM SIGKDD Explorations Newsletter, v.4 n.1, June 2002

Ke Wang , Senqiang Zhou , Yu He, Growing decision trees on support-less association rules, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.265-269, August 20-23, 2000, Boston, Massachusetts, United States

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Richard Relue , Xindong Wu , Hao Huang, Efficient runtime generation of association rules, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA

Minos N. Garofalakis , Rajeev Rastogi , S. Seshadri , Kyuseok Shim, Data mining and the Web: past, present and future, Proceedings of the 2nd international workshop on Web information and data management, p.43-47, November 02-06, 1999, Kansas City, Missouri, United States

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Carson Kai-Sang Leung , Laks V. S. Lakshmanan , Raymond T. Ng, Exploiting succinct constraints using FP-trees, ACM SIGKDD Explorations Newsletter, v.4 n.1, June 2002

Tom Brijs , Gilbert Swinnen , Koen Vanhoof , Geert Wets, Using association rules for product assortment decisions: a case study, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.254-260, August 15-18, 1999, San Diego, California, United States

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Mike Perkowitz , Oren Etzioni, Adaptive Web sites, Communications of the ACM, v.43 n.8, p.152-158, Aug. 2000

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Amitabha Das , Wee-Keong Ng , Yew-Kwong Woon, Rapid association rule mining, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA

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Wei Wang , Jiong Yang , Philip S. Yu, Efficient mining of weighted association rules (WAR), Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.270-274, August 20-23, 2000, Boston, Massachusetts, United States

Sergey Brin , Rajeev Rastogi , Kyuseok Shim, Mining optimized gain rules for numeric attributes, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.135-144, August 15-18, 1999, San Diego, California, United States

Rajeev Rastogi , Kyuseok Shim, Scalable algorithms for mining large databases, Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.73-140, August 15-18, 1999, San Diego, California, United States

Laks V. S. Lakshmanan , Raymond Ng , Jiawei Han , Alex Pang, Optimization of constrained frequent set queries with 2-variable constraints, ACM SIGMOD Record, v.28 n.2, p.157-168, June 1999

Bing Liu , Wynne Hsu , Yiming Ma, Identifying non-actionable association rules, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.329-334, August 26-29, 2001, San Francisco, California

Dimitris Meretakis , Beat Wüthrich, Extending naïve Bayes classifiers using long itemsets, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.165-174, August 15-18, 1999, San Diego, California, United States

Dmitry Pavlov , Padhraic Smyth, Probabilistic query models for transaction data, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.164-173, August 26-29, 2001, San Francisco, California

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Sergey Brin , Rajeev Motwani , Craig Silverstein, Beyond market baskets: generalizing association rules to correlations, ACM SIGMOD Record, v.26 n.2, p.265-276, June 1997

Alberto Belussi , Christos Faloutsos, Self-spacial join selectivity estimation using fractal concepts, ACM Transactions on Information Systems (TOIS), v.16 n.2, p.161-201, April 1998

Jian Pei , Jiawei Han, Can we push more constraints into frequent pattern mining?, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.350-354, August 20-23, 2000, Boston, Massachusetts, United States

Bing Liu , Wynne Hsu , Yiming Ma, Pruning and summarizing the discovered associations, Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, p.125-134, August 15-18, 1999, San Diego, California, United States

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Jin Soung Yoo , Shashi Shekhar , John Smith , Julius P. Kumquat, A partial join approach for mining co-location patterns, Proceedings of the 12th annual ACM international workshop on Geographic information systems, November 12-13, 2004, Washington DC, USA

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Bart Goethals , Mohammed J. Zaki, Advances in frequent itemset mining implementations: report on FIMI'03, ACM SIGKDD Explorations Newsletter, v.6 n.1, June 2004

Andrzej Skowron , Piotr Synak, Reasoning in information maps, Fundamenta Informaticae, v.59 n.2-3, p.241-259, February 2004

Kaidi Zhao , Bing Liu , Thomas M. Tirpak , Andreas Schaller, V-Miner: using enhanced parallel coordinates to mine product design and test data, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Sanjay Agrawal , Vivek Narasayya , Beverly Yang, Integrating vertical and horizontal partitioning into automated physical database design, Proceedings of the 2004 ACM SIGMOD international conference on Management of data, June 13-18, 2004, Paris, France

Guozhu Dong , Jiawei Han , Joyce M. W. Lam , Jian Pei , Ke Wang , Wei Zou, Mining Constrained Gradients in Large Databases, IEEE Transactions on Knowledge and Data Engineering, v.16 n.8, p.922-938, August 2004

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Jacky W. W. Wan , Gillian Dobbie, Mining association rules from XML data using XQuery, Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation, p.169-174, January 01, 2004, Dunedin, New Zealand

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Chris Clifton , Robert Cooley , Jason Rennie, TopCat: Data Mining for Topic Identification in a Text Corpus, IEEE Transactions on Knowledge and Data Engineering, v.16 n.8, p.949-964, August 2004

Sergey Brin , Rajeev Rastogi , Kyuseok Shim, Mining Optimized Gain Rules for Numeric Attributes, IEEE Transactions on Knowledge and Data Engineering, v.15 n.2, p.324-338, February 2003

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Giles Hooker, Discovering additive structure in black box functions, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Bobi Gilburd , Assaf Schuster , Ran Wolff, k-TTP: a new privacy model for large-scale distributed environments, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Deepayan Chakrabarti , Spiros Papadimitriou , Dharmendra S. Modha , Christos Faloutsos, Fully automatic cross-associations, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Naren Ramakrishnan , Deept Kumar , Bud Mishra , Malcolm Potts , Richard F. Helm, Turning CARTwheels: an alternating algorithm for mining redescriptions, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Krishna Gade , Jianyong Wang , George Karypis, Efficient closed pattern mining in the presence of tough block constraints, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Minqing Hu , Bing Liu, Mining and summarizing customer reviews, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

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Anna Goldenberg , Andrew Moore, Tractable learning of large Bayes net structures from sparse data, Proceedings of the twenty-first international conference on Machine learning, p.44, July 04-08, 2004, Banff, Alberta, Canada

Huan Liu , Hiroshi Motoda , Lei Yu, A selective sampling approach to active feature selection, Artificial Intelligence, v.159 n.1-2, p.49-74, November 2004

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Fosca Giannotti , Giuseppe Manco , Franco Turini, Specifying Mining Algorithms with Iterative User-Defined Aggregates, IEEE Transactions on Knowledge and Data Engineering, v.16 n.10, p.1232-1246, October 2004

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Charu C. Aggarwal, An Efficient Subspace Sampling Framework for High-Dimensional Data Reduction, Selectivity Estimation, and Nearest-Neighbor Search, IEEE Transactions on Knowledge and Data Engineering, v.16 n.10, p.1247-1262, October 2004

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Jian Pei , Jiawei Han , Behzad Mortazavi-Asl , Jianyong Wang , Helen Pinto , Qiming Chen , Umeshwar Dayal , Mei-Chun Hsu, Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach, IEEE Transactions on Knowledge and Data Engineering, v.16 n.11, p.1424-1440, November 2004

Qiang Jing , Rui Yang , Panos Kalnis , Anthony K. H. Tung, Localized signature table: fast similarity search on transaction data, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA

Sreenivas Gollapudi , D. Sivakumar, Framework and algorithms for trend analysis in massive temporal data sets, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA

Michael Steinbach , Pang-Ning Tan , Hui Xiong , Vipin Kumar, Generalizing the notion of support, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Jianyong Wang , Jiawei Han , Ying Lu , Petre Tzvetkov, TFP: An Efficient Algorithm for Mining Top-K Frequent Closed Itemsets, IEEE Transactions on Knowledge and Data Engineering, v.17 n.5, p.652-664, May 2005

Gianluigi Greco , Antonella Guzzo , Giuseppe Manco , Domenico Sacca, Mining and Reasoning on Workflows, IEEE Transactions on Knowledge and Data Engineering, v.17 n.4, p.519-534, April 2005

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Jiuyong Li , Hong Shen , Rodney Topor, Mining Informative Rule Set for Prediction, Journal of Intelligent Information Systems, v.22 n.2, p.155-174, March 2004

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Mohammed J. Zaki, Scalable Algorithms for Association Mining, IEEE Transactions on Knowledge and Data Engineering, v.12 n.3, p.372-390, May 2000

Chun-Nan Hsu , Hao-Hsiang Chung , Han-Shen Huang, Mining Skewed and Sparse Transaction Data for Personalized Shopping Recommendation, Machine Learning, v.57 n.1-2, p.35-59, October-November 2004

Markus Dickinson , W. Detmar Meurers, Detecting errors in part-of-speech annotation, Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics, April 12-17, 2003, Budapest, Hungary

Guizhen Yang, The complexity of mining maximal frequent itemsets and maximal frequent patterns, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Michael Burch , Stephan Diehl , Peter Weißgerber, Visual data mining in software archives, Proceedings of the 2005 ACM symposium on Software visualization, May 14-15, 2005, St. Louis, Missouri

Valerie Guralnik , George Karypis, Parallel tree-projection-based sequence mining algorithms, Parallel Computing, v.30 n.4, p.443-472, April 2004

Xingquan Zhu , Xindong Wu , Ahmed K. Elmagarmid , Zhe Feng , Lide Wu, Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective, IEEE Transactions on Knowledge and Data Engineering, v.17 n.5, p.665-677, May 2005

Kuo-Yu Huang , Chia-Hui Chang, SMCA: A General Model for Mining Asynchronous Periodic Patterns in Temporal Databases, IEEE Transactions on Knowledge and Data Engineering, v.17 n.6, p.774-785, June 2005

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Padmini Srinivasan, Text mining: generating hypotheses from MEDLINE, Journal of the American Society for Information Science and Technology, v.55 n.5, p.396-413, March 2004

Fang-Fei Kuo , Man-Kwan Shan, Looking for new, not known music only: music retrieval by melody style, Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2004, Tuscon, AZ, USA

Ling Feng , Manfred A. Jeusfeld , Jeroen Hoppenbrouwers, Beyond information searching and browsing: acquiring knowledge from digital libraries, Information Processing and Management: an International Journal, v.41 n.1, p.97-120, January 2005

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Jun-Lin Lin, Mining maximal frequent intervals, Proceedings of the 2003 ACM symposium on Applied computing, March 09-12, 2003, Melbourne, Florida

Charu C. Aggarwal, On Change Diagnosis in Evolving Data Streams, IEEE Transactions on Knowledge and Data Engineering, v.17 n.5, p.587-600, May 2005

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Ke Wang , Yuelong Jiang , Laks V. S. Lakshmanan, Mining unexpected rules by pushing user dynamics, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2003, Washington, D.C.

Xin Zhang , Nikos Mamoulis , David W. Cheung , Yutao Shou, Fast mining of spatial collocations, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Edith Cohen , Mayur Datar , Shinji Fujiwara , Aristides Gionis , Piotr Indyk , Rajeev Motwani , Jeffrey D. Ullman , Cheng Yang, Finding Interesting Associations without Support Pruning, IEEE Transactions on Knowledge and Data Engineering, v.13 n.1, p.64-78, January 2001

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Sharma Chakravarthy , Hongen Zhang, Visualization of association rules over relational DBMSs, Proceedings of the 2003 ACM symposium on Applied computing, March 09-12, 2003, Melbourne, Florida

Yücel Saygin , Özgür Ulusoy, Exploiting Data Mining Techniques for Broadcasting Data in Mobile Computing Environments, IEEE Transactions on Knowledge and Data Engineering, v.14 n.6, p.1387-1399, November 2002

Zhou Aoying , Qian Weining , Qian Hailei , Jin Wen, A new classification method to overcome over-branching, Journal of Computer Science and Technology, v.17 n.1, p.18-27, January 2002

Charu C. Aggarwal , Philip S. Yu, A New Approach to Online Generation of Association Rules, IEEE Transactions on Knowledge and Data Engineering, v.13 n.4, p.527-540, July 2001

Kristen LeFevre , David J. DeWitt , Raghu Ramakrishnan, Incognito: efficient full-domain K-anonymity, Proceedings of the 2005 ACM SIGMOD international conference on Management of data, June 14-16, 2005, Baltimore, Maryland

Venkatesh Ganti , Johannes Gehrke , Raghu Ramakrishnan, DEMON: Mining and Monitoring Evolving Data, IEEE Transactions on Knowledge and Data Engineering, v.13 n.1, p.50-63, January 2001

Charu C. Aggarwal , Zheng Sun , Philip S. Yu, Fast Algorithms for Online Generation of Profile Association Rules, IEEE Transactions on Knowledge and Data Engineering, v.14 n.5, p.1017-1028, September 2002

Bing Liu , Wynne Hsu , Shu Chen , Yiming Ma, Analyzing the Subjective Interestingness of Association Rules, IEEE Intelligent Systems, v.15 n.5, p.47-55, September 2000

Sunita Sarawagi , Alok Kirpal, Efficient set joins on similarity predicates, Proceedings of the 2004 ACM SIGMOD international conference on Management of data, June 13-18, 2004, Paris, France

Ning Jiang , Roy Villafane , Kien A. Hua , Abhijit Sawant , Kiran Prabhakara, ADMiRe: An Algebraic Data Mining Approach to System Performance Analysis, IEEE Transactions on Knowledge and Data Engineering, v.17 n.7, p.888-901, July 2005

Edward R. Omiecinski, Alternative Interest Measures for Mining Associations in Databases, IEEE Transactions on Knowledge and Data Engineering, v.15 n.1, p.57-69, January 2003

Ying Xie , Tom Johnsten , Vijay V. Raghavan, Knowledge Hiding in Databases for concept-based data mining algorithms, Proceedings of the winter international synposium on Information and communication technologies, January 05-08, 2004, Cancun, Mexico

Alexander Birukov , Enrico Blanzieri , Paolo Giorgini, Implicit: an agent-based recommendation system for web search, Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems, July 25-29, 2005, The Netherlands

Ying Liu , Wei-keng Liao , Alok Choudhary, A fast high utility itemsets mining algorithm, Proceedings of the 1st international workshop on Utility-based data mining, p.90-99, August 21-21, 2005, Chicago, Illinois

Liang Huai Yang , Mong Li Lee , Wynne Hsu , Xinyu Guo, 2PXMiner: an efficient two pass mining of frequent XML query patterns, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Katsumi Takahashi , Iko Pramudiono , Masaru Kitsuregawa, Geo-word centric association rule mining, Proceedings of the 6th international conference on Mobile data management, May 09-13, 2005, Ayia Napa, Cyprus

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

Alexandros Nanopoulos , Dimitrios Katsaros , Yannis Manolopoulos, A Data Mining Algorithm for Generalized Web Prefetching, IEEE Transactions on Knowledge and Data Engineering, v.15 n.5, p.1155-1169, September 2003

Joong Hyuk Chang , Won Suk Lee, estWin: Online data stream mining of recent frequent itemsets by sliding window method, Journal of Information Science, v.31 n.2, p.76-90, April 2005

Andraz Bezek, Discovering strategic multi-agent behavior in a robotic soccer domain, Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems, July 25-29, 2005, The Netherlands

Raj P. Gopalan , Yudho Giri Sucahyo, Efficient mining of long frequent patterns from very large dense datasets, Design and application of hybrid intelligent systems, IOS Press, Amsterdam, The Netherlands, 2003

Hong Hu , Jiuyong Li, Using association rules to make rule-based classifiers robust, Proceedings of the sixteenth Australasian database conference, p.47-54, January 01, 2005, Newcastle, Australia

Kuen-Fang Jea , Ming-Yuan Chang , Ke-Chung Lin, An efficient and flexible algorithm for online mining of large itemsets, Information Processing Letters, v.92 n.6, p.311-316, 31 December 2004

Mohamed G. Elfeky , Walid G. Aref , Ahmed K. Elmagarmid, Periodicity Detection in Time Series Databases, IEEE Transactions on Knowledge and Data Engineering, v.17 n.7, p.875-887, July 2005

Sameep Mehta , Srinivasan Parthasarathy , Hui Yang, Toward Unsupervised Correlation Preserving Discretization, IEEE Transactions on Knowledge and Data Engineering, v.17 n.9, p.1174-1185, September 2005

Chang-Hung Lee , Cheng-Ru Lin , Ming-Syan Chen, Sliding window filtering: an efficient method for incremental mining on a time-variant database., Information Systems, v.30 n.3, p.227-244, May 2005

Ioannis N. Kouris , Christos H. Makris , Athanasios K. Tsakalidis, Using information retrieval techniques for supporting data mining, Data & Knowledge Engineering, v.52 n.3, p.353-383, March 2005

Kingsly Leung , Christopher Leckie, Unsupervised anomaly detection in network intrusion detection using clusters, Proceedings of the Twenty-eighth Australasian conference on Computer Science, p.333-342, January 01, 2005, Newcastle, Australia

Shein-Yung Cheng , Chia-Sheng Lin , Hsien-Hsun Chen , Jia-Sheng Heh, Learning and diagnosis of individual and class conceptual perspectives: an intelligent systems approach using clustering techniques, Computers & Education, v.44 n.3, p.257-283, April 2005

Andrej Krištofič , Mária Bieliková, Improving adaptation in web-based educational hypermedia by means of knowledge discovery, Proceedings of the sixteenth ACM conference on Hypertext and hypermedia, September 06-09, 2005, Salzburg, Austria

Xiu-Li Ma , Yun-Hai Tong , Shi-Wei Tang , Dong-Qing Yang, Efficient incremental maintenance of frequent patterns with FP-tree, Journal of Computer Science and Technology, v.19 n.6, p.876-884, November 2004

Osmar R. Zaïane , Mohammad El-Hajj, Pattern lattice traversal by selective jumps, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA

Rachel Ben-Eliyahu-Zohary , Ehud Gudes , Giovambattista Ianni, Metaqueries: semantics, complexity, and efficient algorithms, Artificial Intelligence, v.149 n.1, p.61-87, September 2003

Bassem Sayrafi , Dirk Van Gucht, Differential constraints, Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, June 13-15, 2005, Baltimore, Maryland

Savitha Srinivasan , Arnon Amir , Prasad Deshpande , Vladimir Zbarsky, Grammar-based task analysis of web logs, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA

Wang Lian , Nikos Mamoulis , David Wai-lok Cheung , S. M. Yiu, Indexing Useful Structural Patterns for XML Query Processing, IEEE Transactions on Knowledge and Data Engineering, v.17 n.7, p.997-1009, July 2005

A Support-Ordered Trie for Fast Frequent Itemset Discovery, IEEE Transactions on Knowledge and Data Engineering, v.16 n.7, p.875-879, July 2004

Bing Liu , Minqing Hu , Junsheng Cheng, Opinion observer: analyzing and comparing opinions on the Web, Proceedings of the 14th international conference on World Wide Web, May 10-14, 2005, Chiba, Japan

Wai-Ho Au , Keith C. C. Chan , Andrew K. C. Wong , Yang Wang, Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), v.2 n.2, p.83-101, April 2005

Ron Kohavi , Llew Mason , Rajesh Parekh , Zijian Zheng, Lessons and Challenges from Mining Retail E-Commerce Data, Machine Learning, v.57 n.1-2, p.83-113, October-November 2004

Lise Getoor , Christopher P. Diehl, Link mining: a survey, ACM SIGKDD Explorations Newsletter, v.7 n.2, p.3-12, December 2005

Takashi Tomokiyo , Matthew Hurst, A language model approach to keyphrase extraction, Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment, p.33-40, July 12, 2003

Floris Geerts , Bart Goethals , Jan Van Den Bussche, Tight upper bounds on the number of candidate patterns, ACM Transactions on Database Systems (TODS), v.30 n.2, p.333-363, June 2005

Francesco Bonchi , Fosca Giannotti , Alessio Mazzanti , Dino Pedreschi, ExAnte: A Preprocessing Method for Frequent-Pattern Mining, IEEE Intelligent Systems, v.20 n.3, p.25-31, May 2005

Guandong Xu , Yanchun Zhang , Jiangang Ma , Xiaofang Zhou, Discovering user access pattern based on probabilistic latent factor model, Proceedings of the sixteenth Australasian database conference, p.27-35, January 01, 2005, Newcastle, Australia

Charu C. Aggarwal, On k-anonymity and the curse of dimensionality, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway

Ruoming Jin , Gagan Agrawal, A methodology for detailed performance modeling of reduction computations on SMP machines, Performance Evaluation, v.60 n.1-4, p.73-105, May 2005

Ke Wang , Yu He , Jiawei Han, Pushing Support Constraints Into Association Rules Mining, IEEE Transactions on Knowledge and Data Engineering, v.15 n.3, p.642-658, March 2003

Imad Rahal , Dongmei Ren , Amal Perera , Hassan Najadat , William Perrizo , Riad Rahhal , Willy Valdivia, Incremental interactive mining of constrained association rules from biological annotation data with nominal features, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico

Xuan-Hieu Phan , Le-Minh Nguyen , Tu-Bao Ho , Susumu Horiguchi, Improving discriminative sequential learning with rare--but--important associations, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA

Ryan Richardson , Edward A. Fox, Using concept maps in digital libraries as a cross-language resource discovery tool, Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2005, Denver, CO, USA

Zhenmin Li , Yuanyuan Zhou, PR-Miner: automatically extracting implicit programming rules and detecting violations in large software code, ACM SIGSOFT Software Engineering Notes, v.30 n.5, September 2005

Natalie Glance , Matthew Hurst , Kamal Nigam , Matthew Siegler , Robert Stockton , Takashi Tomokiyo, Deriving marketing intelligence from online discussion, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA

Wei Wang , Qing-Qing Yuan , Hao-Feng Zhou , Ming-Sheng Hong , Bai-Le Shi, Extracting frequent connected subgraphs from large graph sets, Journal of Computer Science and Technology, v.19 n.6, p.867-875, November 2004

Amol Ghoting , Gregory Buehrer , Srinivasan Parthasarathy , Daehyun Kim , Anthony Nguyen , Yen-Kuang Chen , Pradeep Dubey, Cache-conscious frequent pattern mining on a modern processor, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway

Qi-Yuan Lin , Yen-Liang Chen , Jiah-Shing Chen , Yu-Chen Chen, Mining inter-organizational retailing knowledge for an alliance formed by competitive firms, Information and Management, v.40 n.5, p.431-442, May 2003

Man Lung Yiu , Nikos Mamoulis, Iterative Projected Clustering by Subspace Mining, IEEE Transactions on Knowledge and Data Engineering, v.17 n.2, p.176-189, February 2005

Gökhan Yavas , Dimitrios Katsaros , Özgür Ulusoy , Yannis Manolopoulos, A data mining approach for location prediction in mobile environments, Data & Knowledge Engineering, v.54 n.2, p.121-146, August 2005

Joong Hyuk Chang , Won Suk Lee, Efficient mining method for retrieving sequential patterns over online data streams, Journal of Information Science, v.31 n.5, p.420-432, October 2005

Claudio Silvestri , Salvatore Orlando, Distributed approximate mining of frequent patterns, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico

Shengnan Cong , Jiawei Han , Jay Hoeflinger , David Padua, A sampling-based framework for parallel data mining, Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming, June 15-17, 2005, Chicago, IL, USA

Ruoming Jin , Kaushik Sinha , Gagan Agrawal, Simultaneous optimization of complex mining tasks with a knowledgeable cache, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA

Ruoming Jin , Kaushik Sinha , Gagan Agrawal, Simultaneous optimization of complex mining tasks with a knowledgeable cache, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA

Charu C. Aggarwal, Towards exploratory test instance specific algorithms for high dimensional classification, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA

Xiang-Rong Jiang , Le Gruenwald, Microarray gene expression data association rules mining based on BSC-tree and FIS-tree, Data & Knowledge Engineering, v.53 n.1, p.3-29, April 2005

Giuliano Casale, Combining queueing networks and web usage mining techniques for web performance analysis, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico

Bing Liu , Yiming Ma , Ching Kian Wong, Scoring and ranking the data using association rules, Data mining, rough sets and granular computing, Physica-Verlag GmbH, Heidelberg, Germany, 2002

Bob Price , Russ Greiner , Gerald Häubl , Alden Flatt, Automatic construction of personalized customer interfaces, Proceedings of the 11th international conference on Intelligent user interfaces, January 29-February 01, 2006, Sydney, Australia

Gao Cong , Kian-Lee Tan , Anthony K. H. Tung , Xin Xu, Mining top-K covering rule groups for gene expression data, Proceedings of the 2005 ACM SIGMOD international conference on Management of data, June 14-16, 2005, Baltimore, Maryland

Dan Li , Liying Jiang , Jitender S. Deogun, Temporal knowledge discovery with infrequent episodes, Proceedings of the 2004 annual national conference on Digital government research, p.1-2, May 24-26, 2004, Seattle, WA

Xiaowei Xu , Mutlu Mete , Nurcan Yuruk, Mining concept associations for knowledge discovery in large textual databases, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico

Qing Li , Ling Feng , Allan Wong, From intra-transaction to generalized inter-transaction: landscaping multidimensional contexts in association rule mining, Information Sciences—Informatics and Computer Science: An International Journal, v.172 n.3-4, p.361-395, 9 June 2005

Peng Yan , Guoqing Chen, Discovering a cover set of ARsi with hierarchy from quantitative databases, Information Sciences—Informatics and Computer Science: An International Journal, v.173 n.4, p.319-336, 23 June 2005

Richard T. Freeman , Hujun Yin, Adaptive topological tree structure for document organisation and visualisation, Neural Networks, v.17 n.8-9, p.1255-1271, October/November 2004

Kun-Ta Chuang , Ming-Syan Chen, Frequent pattern discovery with memory constraint, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany

Junmei Wang , Wynne Hsu , Mong Li Lee, A framework for mining topological patterns in spatio-temporal databases, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany

Zhenjie Zhang , Xinyu Guo , Hua Lu , Anthony K. H. Tung , Nan Wang, Discovering strong skyline points in high dimensional spaces, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany

Kaidi Zhao , Bing Liu , Thomas M. Tirpak , Weimin Xiao, Opportunity map: a visualization framework for fast identification of actionable knowledge, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany

Shin-Mu Tseng , Cing-Fu Tsui, An efficient method for mining associated service patterns in mobile web environments, Proceedings of the 2003 ACM symposium on Applied computing, March 09-12, 2003, Melbourne, Florida

Jun Li , Dejing Dou , Zhen Wu , Shiwoong Kim , Vikash Agarwal, An internet routing forensics framework for discovering rules of abnormal BGP events, ACM SIGCOMM Computer Communication Review, v.35 n.5, October 2005

Jian Pei , Guozhu Dong , Wei Zou , Jiawei Han, Mining condensed frequent-pattern bases, Knowledge and Information Systems, v.6 n.5, p.570-594, September 2004

Tristan Denmat , Mireille Ducassé , Olivier Ridoux, Data mining and cross-checking of execution traces: a re-interpretation of Jones, Harrold and Stasko test information, Proceedings of the 20th IEEE/ACM international Conference on Automated software engineering, November 07-11, 2005, Long Beach, CA, USA

Doug Burdick , Manuel Calimlim , Jason Flannick , Johannes Gehrke , Tomi Yiu, MAFIA: A Maximal Frequent Itemset Algorithm, IEEE Transactions on Knowledge and Data Engineering, v.17 n.11, p.1490-1504, November 2005

David Gibson , Ravi Kumar , Andrew Tomkins, Discovering large dense subgraphs in massive graphs, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway

Gosta Grahne , Jianfei Zhu, Fast Algorithms for Frequent Itemset Mining Using FP-Trees, IEEE Transactions on Knowledge and Data Engineering, v.17 n.10, p.1347-1362, October 2005

Mingjun Song , Sanguthevar Rajasekaran, Finding frequent itemsets by transaction mapping, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico

Giuseppe Carenini , Raymond T. Ng , Ed Zwart, Extracting knowledge from evaluative text, Proceedings of the 3rd international conference on Knowledge capture, October 02-05, 2005, Banff, Alberta, Canada

Thomas Zimmermann , Valentin Dallmeier , Konstantin Halachev , Andreas Zeller, eROSE: guiding programmers in eclipse, Companion to the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications, October 16-20, 2005, San Diego, CA, USA

Davy Janssens , Geert Wets , Tom Brijs , Koen Vanhoof, Adapting the CBA algorithm by means of intensity of implication, Information Sciences—Informatics and Computer Science: An International Journal, v.173 n.4, p.305-318, 23 June 2005

Nan Jiang , Le Gruenwald, Research issues in data stream association rule mining, ACM SIGMOD Record, v.35 n.1, p.14-19, March 2006

Kok-Leong Ong , Wee-Keong Ng , Ee-Peng Lim, CrystalBall: a framework for mining variants of association rules, Proceedings of the fourteenth Australasian database conference, p.85-94, February 01, 2003, Adelaide, Australia

Sarabjot S. Anand , Alex G. Büchner, Industry: database marketing and web mining, Handbook of data mining and knowledge discovery, Oxford University Press, Inc., New York, NY, 2002

David R. Musicant, A data mining course for computer science: primary sources and implementations, ACM SIGCSE Bulletin, v.38 n.1, March 2006

Sukomal Pal , Aditya Bagchi, Association against dissociation: some pragmatic considerations for frequent itemset generation under fixed and variable thresholds, ACM SIGKDD Explorations Newsletter, v.7 n.2, p.151-159, December 2005

Larry T. H. Yu , Fu-lai Chung , Stephen C. F. Chan , Simon M. C. Yuen, Using emerging pattern based projected clustering and gene expression data for cancer detection, Proceedings of the second conference on Asia-Pacific bioinformatics, p.75-84, January 01, 2004, Dunedin, New Zealand

Ryan Richardson , Edward A. Fox, Using concept maps as a cross-language resource discovery tool for large documents in digital libraries, Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2005, Denver, CO, USA

Yi-Chung Hu, Finding useful fuzzy concepts for pattern classification using genetic algorithm, Information Sciences: an International Journal, v.175 n.1-2, p.1-19, 15 September 2005

Elena Baralis , Silvia Chiusano, Essential classification rule sets, ACM Transactions on Database Systems (TODS), v.29 n.4, p.635-674, December 2004

Ruoming Jin , Ge Yang , Gagan Agrawal, Shared Memory Parallelization of Data Mining Algorithms: Techniques, Programming Interface, and Performance, IEEE Transactions on Knowledge and Data Engineering, v.17 n.1, p.71-89, January 2005

Chad Cumby , Andrew Fano , Rayid Ghani , Marko Krema, Predicting customer shopping lists from point-of-sale purchase data, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA

Magdalini Eirinaki , Charalampos Lampos , Stratos Paulakis , Michalis Vazirgiannis, Web personalization integrating content semantics and navigational patterns, Proceedings of the 6th annual ACM international workshop on Web information and data management, November 12-13, 2004, Washington DC, USA

Artur Bykowski , Christophe Rigotti, DBC: a condensed representation of frequent patterns for efficient mining, Information Systems, v.28 n.8, p.949-977, December 2003

Gail A. Carpenter , Siegfried Martens , Ogi J. Ogas, Self-organizing information fusion and hierarchical knowledge discovery: a new framework using ARTMAP neural networks, Neural Networks, v.18 n.3, p.287-295, April 2005

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

Eric Ka Ka Ng , Ada Wai-chee Fu , Raymond Chi-Wing Wong, Projective Clustering by Histograms, IEEE Transactions on Knowledge and Data Engineering, v.17 n.3, p.369-383, March 2005

Xiaozhe Wang , Ajith Abraham , Kate A. Smith, Intelligent web traffic mining and analysis, Journal of Network and Computer Applications, v.28 n.2, p.147-165, April 2005

Chung-Ching Yu , Yen-Liang Chen, Mining Sequential Patterns from Multidimensional Sequence Data, IEEE Transactions on Knowledge and Data Engineering, v.17 n.1, p.136-140, January 2005

Mehmet Koyuturk , Ananth Grama , Naren Ramakrishnan, Compression, Clustering, and Pattern Discovery in Very High-Dimensional Discrete-Attribute Data Sets, IEEE Transactions on Knowledge and Data Engineering, v.17 n.4, p.447-461, April 2005

Li Yang, Pruning and Visualizing Generalized Association Rules in Parallel Coordinates, IEEE Transactions on Knowledge and Data Engineering, v.17 n.1, p.60-70, January 2005

Zhimin Chen , Vivek Narasayya, Efficient computation of multiple group by queries, Proceedings of the 2005 ACM SIGMOD international conference on Management of data, June 14-16, 2005, Baltimore, Maryland

Bruno Pôssas , Nivio Ziviani , Wagner Meira, Jr. , Berthier Ribeiro-Neto, Set-based vector model: An efficient approach for correlation-based ranking, ACM Transactions on Information Systems (TOIS), v.23 n.4, p.397-429, October 2005

Zaiqing Nie , Subbarao Kambhampati , Ullas Nambiar, Effectively Mining and Using Coverage and Overlap Statistics for Data Integration, IEEE Transactions on Knowledge and Data Engineering, v.17 n.5, p.638-651, May 2005

Lee Keener, Bibliography, Technology supporting business solutions: Advances in computation: Theory and practice, Nova Science Publishers, Inc., Commack, NY, 2003

Keshri Verma , O. P. Vyas, Efficient calendar based temporal association rule, ACM SIGMOD Record, v.34 n.3, September 2005

Charu C. Aggarwal, On effective classification of strings with wavelets, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada

Edith Cohen , Amos Fiat , Haim Kaplan, A case for associative peer to peer overlays, ACM SIGCOMM Computer Communication Review, v.33 n.1, p.95-100, January 2003

Bing Liu , Chee Wee Chin , Hwee Tou Ng, Mining topic-specific concepts and definitions on the web, Proceedings of the 12th international conference on World Wide Web, May 20-24, 2003, Budapest, Hungary

Henning Müller , Thierry Pun , David Squire, Learning from User Behavior in Image Retrieval: Application of Market Basket Analysis, International Journal of Computer Vision, v.56 n.1-2, p.65-77, January-February 2004

Jiong Yang , Wei Wang , Philip S. Yu, Mining Asynchronous Periodic Patterns in Time Series Data, IEEE Transactions on Knowledge and Data Engineering, v.15 n.3, p.613-628, March 2003

Mineki Takechi , Takenobu Tokunaga , Yuji Matsumoto , Hozumi Tanaka, Feature selection in categorizing procedural expressions, Proceedings of the sixth international workshop on Information retrieval with Asian languages, p.49-56, July 07-07, 2003, Sappro, Japan

Duen-Ren Liu , Ya-Yueh Shih, Integrating AHP and data mining for product recommendation based on customer lifetime value, Information and Management, v.42 n.3, p.387-400, March 2005

Ravi Kumar , Jasmine Novak , Prabhakar Raghavan , Andrew Tomkins, On the bursty evolution of blogspace, Proceedings of the 12th international conference on World Wide Web, May 20-24, 2003, Budapest, Hungary

Gerhard Widmer , Simon Dixon , Werner Goebl , Elias Pampalk , Asmir Tobudic, In search of the Horowitz factor, AI Magazine, v.24 n.3, p.111-130, September 2003

T. Y. Lin , Eric Louie, Data mining using granular computing: fast algorithms for finding association rules, Data mining, rough sets and granular computing, Physica-Verlag GmbH, Heidelberg, Germany, 2002

Benjamin Livshits , Thomas Zimmermann, DynaMine: finding common error patterns by mining software revision histories, ACM SIGSOFT Software Engineering Notes, v.30 n.5, September 2005

David W. Cheung , H. Y. Hwang , Ada W. Fu , Jiawei Han, Efficient Rule-Based Attribute-Oriented Induction for Data Mining, Journal of Intelligent Information Systems, v.15 n.2, p.175-200, Sept./Oct. 2000

Charu C. Aggarwal, A Human-Computer Interactive Method for Projected Clustering, IEEE Transactions on Knowledge and Data Engineering, v.16 n.4, p.448-460, April 2004

J. Mata , J. L. Alvarez , J. C. Riquelme, An evolutionary algorithm to discover numeric association rules, Proceedings of the 2002 ACM symposium on Applied computing, March 11-14, 2002, Madrid, Spain

Gregory Buehrer , Srinivasan Parthasarathy , Amol Ghoting, Out-of-core frequent pattern mining on a commodity PC, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA

Usama Fayyad , Neal Rothleder , Paul Bradley, E-business enterprise data mining, Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, August 26-29, 2001, San Francisco, California

Ferenc Bodon, A trie-based APRIORI implementation for mining frequent item sequences, Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations, p.56-65, August 21-21, 2005, Chicago, Illinois

Mohammed J. Zaki , Charu C. Aggarwal, XRules: An effective algorithm for structural classification of XML data, Machine Learning, v.62 n.1-2, p.137-170, February 2006

Pauline LienHua Chou , Xiuzhen Zhang, Efficiently computing the top N averages in iceberg cubes, Proceedings of the twenty-sixth Australasian conference on Computer science: research and practice in information technology, p.101-109, February 01, 2003, Adelaide, Australia

Tao Li, A Unified View on Clustering Binary Data, Machine Learning, v.62 n.3, p.199-215, March 2006

Haixun Wang , Chang-Shing Perng , Sheng Ma , Philip S. Yu, Demand-driven frequent itemset mining using pattern structures, Knowledge and Information Systems, v.8 n.1, p.82-102, July 2005

Baoyao Zhou , Siu Cheung Hui , Kuiyu Chang, A formal concept analysis approach for web usage mining, Intelligent information processing II, Springer-Verlag, London, 2004

Yu Lan , Guoqing Chen , Davy Janssens , Geert Wets, Dilated chi-square: a novel interestingness measure to build accurate and compact decision list, Intelligent information processing II, Springer-Verlag, London, 2004

Qin Liang-Xi , Luo Ping , Shi Zhong-Zhi, Efficiently mining frequent itemsets with compact FP-tree, Intelligent information processing II, Springer-Verlag, London, 2004

Ching-Huang Yun , Kun-Ta Chuang , Ming-Syan Chen, Adherence clustering: an efficient method for mining market-basket clusters, Information Systems, v.31 n.3, p.170-186, May 2006

Yen-Liang Chen , Kwei Tang , Ren-Jie Shen , Ya-Han Hu, Market basket analysis in a multiple store environment, Decision Support Systems, v.40 n.2, p.339-354, August 2005

Thomas Zimmermann , Sunghun Kim , Andreas Zeller , E. James Whitehead, Jr., Mining version archives for co-changed lines, Proceedings of the 2006 international workshop on Mining software repositories, May 22-23, 2006, Shanghai, China

Chin-Chen Chang , Chih-Yang Lin , Henry Chou, Perfect hashing schemes for mining traversal patterns, Fundamenta Informaticae, v.70 n.3, p.185-202, April 2006

Francesco Bonchi , Claudio Lucchese, On condensed representations of constrained frequent patterns, Knowledge and Information Systems, v.9 n.2, p.180-201, February 2006

Chienwen Wu, Applying frequent itemset mining to identify a small itemset that satisfies a large percentage of orders in a warehouse, Computers and Operations Research, v.33 n.11, p.3161-3170, November 2006

Margherita Berardi , Michele Lapi , Pietro Leo , Corrado Loglisci, Mining generalized association rules on biomedical literature, Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence, p.500-509, June 22-24, 2005, Bari, Italy

Rakesh Agrawal , Howard Ho , François Jacquenet , Marielle Jacquenet, Mining information extraction rules from datasheets without linguistic parsing, Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence, p.510-520, June 22-24, 2005, Bari, Italy

Yida Wang , Ee-Peng Lim , San-Yih Hwang, Efficient mining of group patterns from user movement data, Data & Knowledge Engineering, v.57 n.3, p.240-282, June 2006

Hassan H. Malik , John R. Kender, Clustering web images using association rules, interestingness measures, and hypergraph partitions, Proceedings of the 6th international conference on Web engineering, July 11-14, 2006, Palo Alto, California, USA

Wynne Hsu , Mong Li Lee , Ji Zhang, Image Mining: Trends and Developments, Journal of Intelligent Information Systems, v.19 n.1, p.7-23, July 2002

Mohammad El-Hajj , Osmar R. Zaïane, Implementing leap traversals of the itemset lattice, Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations, p.16-25, August 21-21, 2005, Chicago, Illinois

Hua-Fu Li , Suh-Yin Lee , Man-Kwan Shan, DSM-PLW: single-pass mining of path traversal patterns over streaming web click-sequences, Computer Networks: The International Journal of Computer and Telecommunications Networking, v.50 n.10, p.1474-1487, 14 July 2006

Wen-Yang Lin , Ming-Cheng Tseng, Automated support specification for efficient mining of interesting association rules, Journal of Information Science, v.32 n.3, p.238-250, June 2006

Masaru Kitsuregawa , Takahiko Shintani , Iko Pramudiono, Web mining and its SQL based parallel execution, Australian Computer Science Communications, v.23 n.6, January 2001

Takao Miura , Isamu Shioya, Assessment by belief, Proceedings of the 12th Australasian database conference, p.131-137, January 29-February 01, 2001, Queensland, Australia

Giuseppe Polese , Massimiliano Troiano , Genoveffa Tortora, A data mining based system supporting tactical decisions, Proceedings of the 14th international conference on Software engineering and knowledge engineering, July 15-19, 2002, Ischia, Italy

José Castro , Michael Georgiopoulos , Ronald Demara , Avelino Gonzalez, Data-partitioning using the Hilbert space filling curves: effect on the speed of convergence of fuzzy ARTMAP for large database problems, Neural Networks, v.18 n.7, p.967-984, September 2005

Son N. Nguyen , Maria E. Orlowska, A further study in the data partitioning approach for frequent itemsets mining, Proceedings of the 17th Australasian Database Conference, p.31-37, January 16-19, 2006, Hobart, Australia

Cai-Yan Jia , Xie-Ping Gao, Multi-scaling sampling: an adaptive sampling method for discovering approximate association rules, Journal of Computer Science and Technology, v.20 n.3, p.309-318, May 2005

Yeong-Chyi Lee , Tzung-Pei Hong , Tien-Chin Wang, Multi-level fuzzy mining with multiple minimum supports, Expert Systems with Applications: An International Journal, v.34 n.1, p.459-468, January, 2008

Guandong Xu , Yanchun Zhang , Xiaofang Zhou, Discovering task-oriented usage pattern for web recommendation, Proceedings of the 17th Australasian Database Conference, p.167-174, January 16-19, 2006, Hobart, Australia

Sebastian Lühr , Geoff West , Svetha Venkatesh, Recognition of emergent human behaviour in a smart home: A data mining approach, Pervasive and Mobile Computing, v.3 n.2, p.95-116, March, 2007

Robert J. Hilderman , Howard J. Hamilton, Measuring the interestingness of discovered knowledge: A principled approach, Intelligent Data Analysis, v.7 n.4, p.347-382, September 2003

Tzung-Pei Hong , Ching-Yao Wang , Yu-Hui Tao, A new incremental data mining algorithm using pre-large itemsets, Intelligent Data Analysis, v.5 n.2, p.111-129, April 2001

Ming-Cheng Tseng , Wen-Yang Lin, Maintenance of generalized association rules with multiple minimum supports, Intelligent Data Analysis, v.8 n.4, p.417-436, September 2004

Leah Findlater , Howard J. Hamilton, Iceberg-cube algorithms: An empirical evaluation on synthetic and real data, Intelligent Data Analysis, v.7 n.2, p.77-97, April 2003

Takashi Washio , Koutarou Nakanishi , Hiroshi Motoda, A classification method based on subspace clustering and association rules, New Generation Computing, v.25 n.3, p.235-245, January 2007

Tom Brijs , Koen Vanhoof , Geert Wets, Reducing redundancy in characteristic rule discovery by using integer programming techniques, Intelligent Data Analysis, v.4 n.3,4, p.229-240, September 2000

FADI THABTAH, A review of associative classification mining, The Knowledge Engineering Review, v.22 n.1, p.37-65, March 2007

Tao Li , Mitsunori Ogihara , Shenghuo Zhu, Association-based similarity testing and its applications, Intelligent Data Analysis, v.7 n.3, p.209-232, August 2003

Fang Liu , Zhengding Lu , Songfeng Lu, Mining association rules using clustering, Intelligent Data Analysis, v.5 n.4, p.309-326, September 2001

Jian-Hua Feng , Qian Qian , Jian-Yong Wang , Li-Zhu Zhou, Efficient mining of frequent closed XML query pattern, Journal of Computer Science and Technology, v.22 n.5, p.725-735, September 2007

Songfeng Lu , Heping Hu , Fan Li, Mining weighted association rules, Intelligent Data Analysis, v.5 n.3, p.211-225, August 2001

KANGHENG WU , QIANG YANG , YUNFEI JIANG, ARMS: an automatic knowledge engineering tool for learning action models for AI planning, The Knowledge Engineering Review, v.22 n.2, p.135-152, June 2007

Tao Li , Shenghuo Zhu , Mitsunori Ogihara, Algorithms for clustering high dimensional and distributed data, Intelligent Data Analysis, v.7 n.4, p.305-326, September 2003

S. Kami Makki , Seema Jani , Xiaohua Jia , Wuxu Peng, Preference-Function Algorithm: a novel approach for selection of the users' preferred websites, International Journal of Business Intelligence and Data Mining, v.2 n.3, p.328-346, October 2007

Indra Budi , Stephane Bressan, Application of association rules mining to Named Entity Recognition and co-reference resolution for the Indonesian language, International Journal of Business Intelligence and Data Mining, v.2 n.4, p.426-446, December 2007

Chiung-Fen Huang , Ruey-Shun Chen, Application of new Apriori algorithm MDNC to TFT-LCD array manufacturing yield improvement, International Journal of Computer Applications in Technology, v.28 n.2/3, p.161-168, April 2007

Yu Liu , Yang Li , Hong Man , Wei Jiang, A hybrid data mining anomaly detection technique in ad hoc networks, International Journal of Wireless and Mobile Computing, v.2 n.1, p.37-46, May 2007

Faten Khalil , Jiuyong Li , Hua Wang, Integrating recommendation models for improved web page prediction accuracy, Proceedings of the thirty-first Australasian conference on Computer science, January 01-01, 2008, Wollongong, Australia

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Xiaoxun Sun , Min Li , Hua Wang , Ashley Plank, An efficient hash-based algorithm for minimal k-anonymity, Proceedings of the thirty-first Australasian conference on Computer science, January 01-01, 2008, Wollongong, Australia

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Charu C. Aggarwal , Philip S. Yu, On string classification in data streams, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA

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Frans Coenen, 5th European conference on principles of knowledge discovery in databases, The Knowledge Engineering Review, v.17 n.2, p.197-203, June 2002

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Vincent S. Tseng , Chon-Jei Lee , Ja-Hwung Su, Classify By Representative Or Associations (CBROA): a hybrid approach for image classification, Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data, p.61-69, August 21-21, 2005, Chicago, Illinois

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Kaidi Zhao , Bing Liu , Jeffrey Benkler , Weimin Xiao, Opportunity map: identifying causes of failure - a deployed data mining system, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA

Tao Xie , Jian Pei, MAPO: mining API usages from open source repositories, Proceedings of the 2006 international workshop on Mining software repositories, May 22-23, 2006, Shanghai, China

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Anoop Singhal , Sushil Jajodia, Data warehousing and data mining techniques for intrusion detection systems, Distributed and Parallel Databases, v.20 n.2, p.149-166, September 2006

Liang Chen , Qian Zhu , Gagan Agrawal, Grid scheduling and protocols---Supporting dynamic migration in tightly coupled grid applications, Proceedings of the 2006 ACM/IEEE conference on Supercomputing, November 11-17, 2006, Tampa, Florida

Horng-Jinh Chang , Lun-Ping Hung , Chia-Ling Ho, An anticipation model of potential customers' purchasing behavior based on clustering analysis and association rules analysis, Expert Systems with Applications: An International Journal, v.32 n.3, p.753-764, April, 2007

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Jürgen Paetz, Optimization study with ligand-design interval rules, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, v.17 n.3, p.263-285, January 2006

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Thomas Legler , Wolfgang Lehner , Andrew Ross, Data mining with the SAP NetWeaver BI accelerator, Proceedings of the 32nd international conference on Very large data bases, September 12-15, 2006, Seoul, Korea

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Thomas Zimmermann, Taking lessons from history, Proceeding of the 28th international conference on Software engineering, May 20-28, 2006, Shanghai, China

Taro Tezuka , Takeshi Kurashima , Katsumi Tanaka, Toward tighter integration of web search with a geographic information system, Proceedings of the 15th international conference on World Wide Web, May 23-26, 2006, Edinburgh, Scotland

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Pramod Singh , A Charles Thomas , Ariel Sepulveda, Market basket recommendations for the HP SMB store, ACM SIGKDD Explorations Newsletter, v.8 n.1, p.57-64, June 2006

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Jianhua Feng , Qian Qian , Jianyong Wang , Lizhu Zhou, Exploit sequencing to accelerate hot XML query pattern mining, Proceedings of the 2006 ACM symposium on Applied computing, April 23-27, 2006, Dijon, France

Elena Baralis , Paolo Garza, Associative text categorization exploiting negated words, Proceedings of the 2006 ACM symposium on Applied computing, April 23-27, 2006, Dijon, France

Zhiping Zeng , Jianyong Wang , Lizhu Zhou , George Karypis, Coherent closed quasi-clique discovery from large dense graph databases, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA

Bavani Arunasalam , Sanjay Chawla, CCCS: a top-down associative classifier for imbalanced class distribution, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA

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Martin Halvey , Mark T. Keane , Barry Smyth, Temporal rules for mobile web personalization, Proceedings of the 15th international conference on World Wide Web, May 23-26, 2006, Edinburgh, Scotland

Nan Jiang , Le Gruenwald, CFI-Stream: mining closed frequent itemsets in data streams, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA

Chao Wang , Srinivasan Parthasarathy, Summarizing itemset patterns using probabilistic models, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA

Ashwin Machanavajjhala , Daniel Kifer , Johannes Gehrke , Muthuramakrishnan Venkitasubramaniam, L-diversity: Privacy beyond k-anonymity, ACM Transactions on Knowledge Discovery from Data (TKDD), v.1 n.1, p.3-es, March 2007

Duen-Ren Liu , Chih-Kun Ke, Knowledge support for problem-solving in a production process: A hybrid of knowledge discovery and case-based reasoning, Expert Systems with Applications: An International Journal, v.33 n.1, p.147-161, July, 2007

Ling Chen , Sourav S. Bhowmick , Liang-Tien Chia, FRACTURE mining: mining frequently and concurrently mutating structures from historical XML documents, Data & Knowledge Engineering, v.59 n.2, p.320-347, November 2006

Boris Rozenberg , Ehud Gudes, Association rules mining in vertically partitioned databases, Data & Knowledge Engineering, v.59 n.2, p.378-396, November 2006

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Guoqing Chen , Hongyan Liu , Lan Yu , Qiang Wei , Xing Zhang, A new approach to classification based on association rule mining, Decision Support Systems, v.42 n.2, p.674-689, November 2006

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Jeroen De Knijf, FAT-miner: mining frequent attribute trees, Proceedings of the 2007 ACM symposium on Applied computing, March 11-15, 2007, Seoul, Korea

Heiko Müller , Johann-Christoph Freytag , Ulf Leser, Describing differences between databases, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA

Hong Yao , Howard J. Hamilton, Mining itemset utilities from transaction databases, Data & Knowledge Engineering, v.59 n.3, p.603-626, December 2006

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Qing-Fang Zheng , Wei-Qiang Wang , Wen Gao, Effective and efficient object-based image retrieval using visual phrases, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA

Vania Bogorny , Sandro Camargo , Paulo Martins Engel , Luis Otavio Alvares, Mining frequent geographic patterns with knowledge constraints, Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems, November 10-11, 2006, Arlington, Virginia, USA

Hua Yan , Keke Chen , Ling Liu, Efficiently clustering transactional data with weighted coverage density, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA

Yongwook Yoon , Gary Geunbae Lee, Efficient implementation of associative classifiers for document classification, Information Processing and Management: an International Journal, v.43 n.2, p.393-405, March 2007

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Mohammad El-Hajj , Osmar R. Zaïane, Parallel Bifold: Large-scale parallel pattern mining with constraints, Distributed and Parallel Databases, v.20 n.3, p.225-243, November 2006

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Ali Amiri, Customer-oriented catalog segmentation: effective solution approaches, Decision Support Systems, v.42 n.3, p.1860-1871, December 2006

Carlos Ordonez, Comparing association rules and decision trees for disease prediction, Proceedings of the international workshop on Healthcare information and knowledge management, November 11-11, 2006, Arlington, Virginia, USA

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Giles Oatley , Brian Ewart , John Zeleznikow, Decision support systems for police: lessons from the application of data mining techniques to "soft" forensic evidence, Artificial Intelligence and Law, v.14 n.1, p.35-100, January 2006

Tansel Özyer , Reda Alhajj , Ken Barker, Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening, Journal of Network and Computer Applications, v.30 n.1, p.99-113, January 2007

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Anthony J. T. Lee , Chun-Sheng Wang, An efficient algorithm for mining frequent inter-transaction patterns, Information Sciences: an International Journal, v.177 n.17, p.3453-3476, September, 2007

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Jian Pei , Jiawei Han , Wei Wang, Constraint-based sequential pattern mining: the pattern-growth methods, Journal of Intelligent Information Systems, v.28 n.2, p.133-160, April 2007

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Cristian Aflori , Mitica Craus, Grid implementation of the Apriori algorithm, Advances in Engineering Software, v.38 n.5, p.295-300, May, 2007

Salvatore Rinzivillo , Franco Turini, Knowledge discovery from spatial transactions, Journal of Intelligent Information Systems, v.28 n.1, p.1-22, February 2007

Yiyang Zhang , Jianxin (Roger) Jiao, An associative classification-based recommendation system for personalization in B2C e-commerce applications, Expert Systems with Applications: An International Journal, v.33 n.2, p.357-367, August, 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

Tzung-Pei Hong , Ya-Fang Tung , Shyue-Liang Wang , Min-Thai Wu , Yu-Lung Wu, An ACS-based framework for fuzzy data mining, Expert Systems with Applications: An International Journal, v.36 n.9, p.11844-11852, November, 2009

Mingjun Song , Sanguthevar Rajasekaran, A Transaction Mapping Algorithm for Frequent Itemsets Mining, IEEE Transactions on Knowledge and Data Engineering, v.18 n.4, p.472-481, April 2006

Senqiang Zhou , Ke Wang, Localization Site Prediction for Membrane Proteins by Integrating Rule and SVM Classification, IEEE Transactions on Knowledge and Data Engineering, v.17 n.12, p.1694-1705, December 2005

Sihem Amer-Yahia , Jian Huang , Cong Yu, Building community-centric information exploration applications on social content sites, Proceedings of the 35th SIGMOD international conference on Management of data, June 29-July 02, 2009, Providence, Rhode Island, USA

Unil Yun, Efficient mining of weighted interesting patterns with a strong weight and/or support affinity, Information Sciences: an International Journal, v.177 n.17, p.3477-3499, September, 2007

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Ling Qiu , Kok-Leong Ong , Siu Man Lui, Safely delegating data mining tasks, Proceedings of the fifth Australasian conference on Data mining and analystics, p.1-7, November 29-30, 2006, Sydney, Australia

Ali Amiri, Dare to share: Protecting sensitive knowledge with data sanitization, Decision Support Systems, v.43 n.1, p.181-191, February, 2007

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Chun-Lang Chang, A study of applying data mining to early intervention for developmentally-delayed children, Expert Systems with Applications: An International Journal, v.33 n.2, p.407-412, August, 2007

I-Jen Chiang, Discover the semantic topology in high-dimensional data, Expert Systems with Applications: An International Journal, v.33 n.1, p.256-262, July, 2007

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Edi Winarko , John F. Roddick, ARMADA - An algorithm for discovering richer relative temporal association rules from interval-based data, Data & Knowledge Engineering, v.63 n.1, p.76-90, October, 2007

Thomas Guyet , Catherine Garbay , Michel Dojat, Knowledge construction from time series data using a collaborative exploration system, Journal of Biomedical Informatics, v.40 n.6, p.672-687, December, 2007

Guojun Mao , Xindong Wu , Xingquan Zhu , Gong Chen , Chunnian Liu, Mining maximal frequent itemsets from data streams, Journal of Information Science, v.33 n.3, p.251-262, June 2007

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Takashi Washio , Luc De Raedt , Joost N. Kok, Advances in Mining Graphs, Trees and Sequences: Preface, Fundamenta Informaticae, v.66 n.1-2, p..5-.8, January 2005

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J. J. Sandvig , Bamshad Mobasher , Robin Burke, Robustness of collaborative recommendation based on association rule mining, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA

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Imad Rahal, Undergraduate research experiences in data mining, ACM SIGCSE Bulletin, v.40 n.1, March 2008

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Fadi Thabtah , Peter Cowling, Mining the data from a hyperheuristic approach using associative classification, Expert Systems with Applications: An International Journal, v.34 n.2, p.1093-1101, February, 2008

Ruoming Jin , Dave Fuhry , Abdulkareem Alali, Cost-based query optimization for complex pattern mining on multiple databases, Proceedings of the 11th international conference on Extending database technology: Advances in database technology, March 25-29, 2008, Nantes, France

Yubao Liu , Jiarong Cai , Zhilan Huang , Jingwen Yu , Jian Yin, Fast detection of database system abuse behaviors based on data mining approach, Proceedings of the 2nd international conference on Scalable information systems, June 06-08, 2007, Suzhou, China

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Gregory Buehrer , Kumar Chellapilla, A scalable pattern mining approach to web graph compression with communities, Proceedings of the international conference on Web search and web data mining, February 11-12, 2008, Palo Alto, California, USA

M. Zolghadri Jahromi , M. Taheri, A proposed method for learning rule weights in fuzzy rule-based classification systems, Fuzzy Sets and Systems, v.159 n.4, p.449-459, February, 2008

Chulyun Kim , Jong-Hwa Lim , Raymond T. Ng , Kyuseok Shim, SQUIRE: Sequential pattern mining with quantities, Journal of Systems and Software, v.80 n.10, p.1726-1745, October, 2007

Yue Xu , Yuefeng Li, Generating concise association rules, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal

Yanjun Li , Soon M. Chung , John D. Holt, Text document clustering based on frequent word meaning sequences, Data & Knowledge Engineering, v.64 n.1, p.381-404, January, 2008

Ling Zhou , Stephen Yau, Efficient association rule mining among both frequent and infrequent items, Computers & Mathematics with Applications, v.54 n.6, p.737-749, September, 2007

Yu-Chin Liu , Ping-Yu Hsu, Toward supporting real-time mining for data residing on enterprise systems, Expert Systems with Applications: An International Journal, v.34 n.2, p.877-888, February, 2008

Gaurav Pandey , Michael Steinbach , Rohit Gupta , Tushar Garg , Vipin Kumar, Association analysis-based transformations for protein interaction networks: a function prediction case study, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA

Petko Valtchev , Rokia Missaoui , Robert Godin, A framework for incremental generation of closed itemsets, Discrete Applied Mathematics, v.156 n.6, p.924-949, March, 2008

Lucia Sacchi , Cristiana Larizza , Paolo Magni , Riccardo Bellazzi, Precedence Temporal Networks to represent temporal relationships in gene expression data, Journal of Biomedical Informatics, v.40 n.6, p.761-774, December, 2007

Kwei Tang , Yen-Liang Chen , Hsiao-Wei Hu, Context-based market basket analysis in a multiple-store environment, Decision Support Systems, v.45 n.1, p.150-163, April, 2008

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Thomas Sudkamp, Refinement of temporal constraints in fuzzy associations, International Journal of Approximate Reasoning, v.48 n.1, p.23-35, April, 2008

Yu-Chiang Li , Jieh-Shan Yeh , Chin-Chen Chang, Isolated items discarding strategy for discovering high utility itemsets, Data & Knowledge Engineering, v.64 n.1, p.198-217, January, 2008

Tudor Toma , Ameen Abu-Hanna , Robert-Jan Bosman, Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction, Arificial Intelligence in Medicine, v.43 n.1, p.47-60, May, 2008

Tzung-Pei Hong , Chun-Wei Lin , Yu-Lung Wu, Incrementally fast updated frequent pattern trees, Expert Systems with Applications: An International Journal, v.34 n.4, p.2424-2435, May, 2008

Se Jung Shin , Won Suk Lee, On-line generation association rules over data streams, Information and Software Technology, v.50 n.6, p.569-578, May, 2008

Jau-Ji Shen , Chin-Chen Chang , Yu-Chiang Li, Combined association rules for dealing with missing values, Journal of Information Science, v.33 n.4, p.468-480, August 2007

Li Liu , Eric Li , Yimin Zhang , Zhizhong Tang, Optimization of frequent itemset mining on multiple-core processor, Proceedings of the 33rd international conference on Very large data bases, September 23-27, 2007, Vienna, Austria

Yanfang Ye , Dingding Wang , Tao Li , Dongyi Ye, IMDS: intelligent malware detection system, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA

Mamoun Awad , Latifur Khan , Bhavani Thuraisingham, Predicting WWW surfing using multiple evidence combination, The VLDB Journal — The International Journal on Very Large Data Bases, v.17 n.3, p.401-417, May 2008

Yida Wang , Ee-Peng Lim , San-Yih Hwang, Efficient algorithms for mining maximal valid groups, The VLDB Journal — The International Journal on Very Large Data Bases, v.17 n.3, p.515-535, May 2008

Lin Cheung , David W. Cheung , Ben Kao , Kevin Y. Yip , Michael K. Ng, On mining micro-array data by Order-Preserving Submatrix, International Journal of Bioinformatics Research and Applications, v.3 n.1, p.42-64, December 2007

Jianjun Zhou , Jorg Sander , Guohui Lin, Efficient composite pattern finding from monad patterns, International Journal of Bioinformatics Research and Applications, v.3 n.1, p.86-99, December 2007

Surong Wang , Manoranjan Dash , Liang-Tien Chia , Min Xu, Efficient sampling of training set in large and noisy multimedia data, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), v.3 n.3, p.14-es, August 2007

Sherry Y. Chen , Xiaohui Liu, An Integrated Approach for Modeling Learning Patterns of Students in Web-Based Instruction: A Cognitive Style Perspective, ACM Transactions on Computer-Human Interaction (TOCHI), v.15 n.1, p.1-28, May 2008

Rafal Rak , Lukasz Kurgan , Marek Reformat, A tree-projection-based algorithm for multi-label recurrent-item associative-classification rule generation, Data & Knowledge Engineering, v.64 n.1, p.171-197, January, 2008

Mithun Acharya , Tao Xie , Jian Pei , Jun Xu, Mining API patterns as partial orders from source code: from usage scenarios to specifications, Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering, September 03-07, 2007, Dubrovnik, Croatia

Xin Li , Lei Guo , Yihong Eric Zhao, Tag-based social interest discovery, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China

Yen-Liang Chen , Cheng-Hsiung Weng, Mining association rules from imprecise ordinal data, Fuzzy Sets and Systems, v.159 n.4, p.460-474, February, 2008

Kuen-Fang Jea , Ming-Yuan Chang, Discovering frequent itemsets by support approximation and itemset clustering, Data & Knowledge Engineering, v.65 n.1, p.90-107, April, 2008

Li Zhang , Guoqing Chen , Tom Brijs , Xing Zhang, Discovering during-temporal patterns (DTPs) in large temporal databases, Expert Systems with Applications: An International Journal, v.34 n.2, p.1178-1189, February, 2008

Imad Rahal , Riad Rahhal , Baoying Wang , William Perrizo, CARIBIAM: Constrained Association Rules using Interactive Biological IncrementAl Mining, International Journal of Bioinformatics Research and Applications, v.4 n.1, p.28-48, February 2008

Stanley R. M. Oliveira , Osmar R. Zaiane, A unified framework for protecting sensitive association rules in business collaboration, International Journal of Business Intelligence and Data Mining, v.1 n.3, p.247-287, March 2006