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REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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1
|
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2
|
Apte, C., Damerau, F. and Weiss, S.. Text Mining with decision rules and decision trees. Proceedings of the Conference on Automated Learning and Discovery, CMU, June, 1998.
|
 |
3
|
Bernhard E. Boser , Isabelle M. Guyon , Vladimir N. Vapnik, A training algorithm for optimal margin classifiers, Proceedings of the fifth annual workshop on Computational learning theory, p.144-152, July 27-29, 1992, Pittsburgh, Pennsylvania, United States
[doi> 10.1145/130385.130401]
|
| |
4
|
Chickering D., Heckerman D., and Meek, C. A Bayesian approach for learning Bayesian networks with local structure. In Proceedings of Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997.
|
 |
5
|
|
| |
6
|
|
| |
7
|
Fuhr, N., Hartmanna, S., Lustig, G., Schwantner, M., and Tzeras, K. Air/X- A rule-based multi-stage indexing system for lage subject fields. In Proceedings of RIAO'91, 606-623, 1991.
|
| |
8
|
Good, I.J. The Estimation of Probabilities: An Essay on Modern Bayesian Methods. MIT Press, 1965.
|
| |
9
|
|
| |
10
|
|
| |
11
|
|
| |
12
|
LeCun, Y., Jackel, L. D., Bottou, L., Cortes, C., Denker, J. S., Drucker, H., Guyon, i., Muller, U. A., Sackinger, E., Simard, P. and Vapnik, V. Learning algorithms for classification: A comparison on handwritten digit recognition. Neural Networks: The Statistical Mechanics Perspective, 261-276, 1995.
|
 |
13
|
|
| |
14
|
Lewis, D.D. and Hayes, P.J. (Eds.)ACM Transactions on Information Systems- Special Issue on Text Categorization, 12(3), 1994.
|
| |
15
|
Lewis, D.D. and Ringuette, M.. A comparison of two learning algorithms for text categorization. In Third Annual Symposium on Document Analysis and Information Retrieval, 81-93, 1994.
|
 |
16
|
|
 |
17
|
David D. Lewis , Robert E. Schapire , James P. Callan , Ron Papka, Training algorithms for linear text classifiers, Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval, p.298-306, August 18-22, 1996, Zurich, Switzerland
[doi> 10.1145/243199.243277]
|
| |
18
|
|
| |
19
|
|
| |
20
|
Rocchio, J.J. Jr. Relevance feedback in information retrieval, in G.Salton (Ed.), The SMART Retrieval System: Experiments in Automatic Document Processing, 313-323. Prentice Hall, 1971.
|
| |
21
|
Sahami, M. Learning Limited Dependence Bayesian Classifiers. In KDD-96: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, 335-338, AAAI Press, 1996. httr>://robotics.stanford.edu/users/sahami/papersdir/kdd96-1earn-bn.ps
|
| |
22
|
Sahami, M., Dumais, S., Heckerman, D., Horvitz, E. A Bayesian approach to filtering junk e-mail. AAAI 98 Workshop on Text Categorization, July 1998. http://robotics.stanford.edu/users/sahami/papersdir/spam.ps
|
| |
23
|
|
| |
24
|
Schapire, R., Freund, Y., Bartlett, P. and Lee, W. S. Boosting the margin: A new explanation for the effectiveness of voting methods. Annals of Statistics, to appear, 1998.
|
 |
25
|
Hinrich Schütze , David A. Hull , Jan O. Pedersen, A comparison of classifiers and document representations for the routing problem, Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval, p.229-237, July 09-13, 1995, Seattle, Washington, United States
[doi> 10.1145/215206.215365]
|
| |
26
|
|
| |
27
|
Wiener E., Pedersen, J.O. and Weigend, A.S. A neural network approach to topic spotting. In Proceedings of the Fourth Annual Symposium on Document Analysis and Information Retrieval (SDAIR'95), 1995.
|
| |
28
|
|
 |
29
|
|
| |
30
|
|
| |
31
|
Yang, Y. An evaluation of statistical approaches to text categorization. CMU Technical Report, CMU-CS- 97-127, April 1997.
|
| |
32
|
The Reuters-21578 collection is available at: http://www.research.att.conff-lewis/reuters2157 8.html
|
CITED BY 209
|
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|
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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
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|
|
|
|
|
|
|
|
|
|
Khalid Al-Kofahi , Alex Tyrrell , Arun Vachher , Tim Travers , Peter Jackson, Combining multiple classifiers for text categorization, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA
|
|
|
Kristina Toutanova , Francine Chen , Kris Popat , Thomas Hofmann, Text classification in a hierarchical mixture model for small training sets, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
Dimitris Meretakis , Dimitris Fragoudis , Hongjun Lu , Spiros Likothanassis, Scalable association-based text classification, Proceedings of the ninth international conference on Information and knowledge management, p.5-11, November 06-11, 2000, McLean, Virginia, United States
|
|
|
Michael Oakes , Robert Gaaizauskas , Helene Fowkes , Anna Jonsson , Vincent Wan , Micheline Beaulieu, A method based on the chi-square test for document classification, Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, p.440-441, September 2001, New Orleans, Louisiana, United States
|
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|
|
|
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|
|
|
Hui Han , C. Lee Giles , Eren Manavoglu , Hongyuan Zha , Zhenyue Zhang , Edward A. Fox, Automatic document metadata extraction using support vector machines, Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries, May 27-31, 2003, Houston, Texas
|
|
|
|
|
|
|
|
|
|
|
|
Marcos André Gonçalves , Edward A. Fox , Aaron Krowne , Pável Calado , Alberto H. F. Laender , Altigran S. da Silva , Berthier Ribeiro-Neto, The effectiveness of automatically structured queries in digital libraries, Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2004, Tuscon, AZ, USA
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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Ning Liu , Benyu Zhang , Jun Yan , Qiang Yang , Shuicheng Yan , Zheng Chen , Fengshan Bai , Wei-Ying Ma, Learning similarity measures in non-orthogonal space, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
Ding-Yi Chen , Xue Li , Zhao Yang Dong , Xia Chen, Determining the fitness of a document model by using conflict instances, Proceedings of the sixteenth Australasian database conference, p.125-133, January 01, 2005, Newcastle, Australia
|
|
|
Isaac G. Councill , C. Lee Giles , Hui Han , Eren Manavoglu, Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library, Proceedings of the 3rd international conference on Knowledge capture, October 02-05, 2005, Banff, Alberta, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Fuchun Peng , Xiangji Huang , Dale Schuurmans , Shaojun Wang, Text classification in Asian languages without word segmentation, Proceedings of the sixth international workshop on Information retrieval with Asian languages, p.41-48, July 07-07, 2003, Sappro, Japan
|
|
|
|
|
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|
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|
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|
|
Hana Kopackova , Ludek Kopacek , Renata Bilkova , Karel Naiman, New methods for text categorization, Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics, p.240-245, November 20-22, 2006, Venice, Italy
|
|
|
Jun Yang , Yu-Gang Jiang , Alexander G. Hauptmann , Chong-Wah Ngo, Evaluating bag-of-visual-words representations in scene classification, Proceedings of the international workshop on Workshop on multimedia information retrieval, September 24-29, 2007, Augsburg, Bavaria, Germany
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C. Biagioli , E. Francesconi , A. Passerini , S. Montemagni , C. Soria, Automatic semantics extraction in law documents, Proceedings of the 10th international conference on Artificial intelligence and law, June 06-11, 2005, Bologna, Italy
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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Tieyun Qian , Hui Xiong , Yuanzhen Wang , Enhong Chen, Adapting association patterns for text categorization: weaknesses and enhancements, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA
|
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|
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|
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Nayer M. Wanas , Dina A. Said , Nadia H. Hegazy , Nevin M. Darwish, A study of local and global thresholding techniques in text categorization, Proceedings of the fifth Australasian conference on Data mining and analystics, p.91-101, November 29-30, 2006, Sydney, Australia
|
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|
|
|
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|
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Man Abrol , Neil Latarche , Uma Mahadevan , Jianchang Mao , Rajat Mukherjee , Prabhakar Raghavan , Michel Tourn , John Wang , Grace Zhang, Navigating large-scale semi-structured data in business portals, Proceedings of the 27th International Conference on Very Large Data Bases, p.663-666, September 11-14, 2001
|
|
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|
|
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Fernando Mourão , Leonardo Rocha , Renata Araújo , Thierson Couto , Marcos Gonçalves , Wagner Meira, Jr., Understanding temporal aspects in document classification, Proceedings of the international conference on Web search and web data mining, February 11-12, 2008, Palo Alto, California, USA
|
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Leonardo Rocha , Fernando Mourão , Adriano Pereira , Marcos André Gonçalves , Wagner Meira, Jr., Exploiting temporal contexts in text classification, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
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Alberto F. De Souza , Felipe Pedroni , Elias Oliveira , Patrick M. Ciarelli , Wallace Favoreto Henrique , Lucas Veronese , Claudine Badue, Automated multi-label text categorization with VG-RAM weightless neural networks, Neurocomputing, v.72 n.10-12, p.2209-2217, June, 2009
|
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Yen-Hsien Lee , Tsang-Hsiang Cheng , Ci-Wei Lan , Chih-Ping Wei , Paul Jen-Hwa Hu, Overcoming small-size training set problem in content-based recommendation: a collaboration-based training set expansion approach, Proceedings of the 11th International Conference on Electronic Commerce, August 12-15, 2009, Taipei, Taiwan
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INDEX TERMS
Primary Classification:
I.
Computing Methodologies
I.2
ARTIFICIAL INTELLIGENCE
I.2.6
Learning
Subjects:
Induction
Additional Classification:
G.
Mathematics of Computing
G.4
MATHEMATICAL SOFTWARE
Subjects:
Algorithm design and analysis
I.
Computing Methodologies
I.2
ARTIFICIAL INTELLIGENCE
I.2.1
Applications and Expert Systems
Subjects:
Natural language interfaces
I.5
PATTERN RECOGNITION
I.5.2
Design Methodology
Subjects:
Classifier design and evaluation
General Terms:
Algorithms,
Design,
Experimentation,
Languages,
Management,
Measurement,
Performance,
Theory
Keywords:
classification,
information management,
machine learning,
support vector machines,
text categorization
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