|
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.
| |
1
|
|
| |
2
|
C. Apte, F. Damerau, and S. Weiss. Text mining with decision rules and decision trees. In Proceedings of the Conference on Automated Learning and Discorery, Workshop 6: Learning from Text and the Web, 1998.
|
 |
3
|
|
| |
4
|
D. Berry and B.W. Lindgren. Statistics: Theory and Methods. Brooks/Cole, Pacific Grove, California, 1990.
|
| |
5
|
William W. Cohen. Text categorization and relational learning. In The Twelfth International Conference on Machine Learning (ICML'95). Morgan Kaufmann, 1995.
|
 |
6
|
|
| |
7
|
|
| |
8
|
Belur V. Dasarathy. Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques. McGraw-Hill Computer Science Series. IEEE Computer Society Press, Las Alamitos, California, 1991.
|
| |
9
|
N. Fuhr, S. Hartmanna, G. Lustig, M. Schwantner, and K. Tzeras. Air/x - a rule-based multistage indexing systems for large subject fields. In 606-623, editor, Proceedings of RIAO'91, 1991.
|
| |
10
|
|
 |
11
|
|
| |
12
|
|
| |
13
|
|
 |
14
|
|
 |
15
|
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]
|
| |
16
|
D.D. Lewis and M. Ringuette. Comparison of two learning algorithms for text categorization. In Proceedings of the Third Annual Symposium on Document Analysis and Information Retrieval (SDAIR'94), 1994.
|
 |
17
|
|
| |
18
|
A. McCallum and K. Nigam. A comparison of event models for naive bayes text classification. In AAAI-98 Workshop on Learning for Text Categorization, 1998.
|
| |
19
|
|
| |
20
|
I. Moulinier. Is learning bias an issue on the text categorization problem? In Technical report, LAFORIA-LIP6, Universite Paris VI, 1997.
|
| |
21
|
I. Moulinier, G. Raskinis, and J. Ganascia. Text categorization: a symbolic approach. In Proceedings of the Fifth Annual Symposium on Document Analysis and Information Retrieval, 1996.
|
 |
22
|
Hwee Tou Ng , Wei Boon Goh , Kok Leong Low, Feature selection, perception learning, and a usability case study for text categorization, Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval, p.67-73, July 27-31, 1997, Philadelphia, Pennsylvania, United States
|
| |
23
|
|
| |
24
|
J. Platt. Sequetial minimal optimization: A fast algorithm for training support vector machines. In Technical Report MST-TR-98-14. Microsoft Research, 1998.
|
 |
25
|
|
| |
26
|
|
| |
27
|
|
| |
28
|
E. Wiener, J.O. Pedersen, and A.S. Weigend. A neural network approach to topic spotting. In Proceedings of the Fourth Annual Symposium on Document Analysis and Information Retrieval (SDAIR'95), 1995.
|
| |
29
|
|
| |
30
|
Y. Yang. Sampling strategies and learning efficiency in text categorization. In AAAI Spring Symposium on Machine Learning in Information Access, pages 88-95, 1996.
|
| |
31
|
|
 |
32
|
|
| |
33
|
|
CITED BY 278
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Badrul Sarwar , George Karypis , Joseph Konstan , John Riedl, Analysis of recommendation algorithms for e-commerce, Proceedings of the 2nd ACM conference on Electronic commerce, p.158-167, October 17-20, 2000, Minneapolis, Minnesota, United States
|
|
|
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
|
|
|
Yiming Yang , Tom Ault , Thomas Pierce , Charles W. Lattimer, Improving text categorization methods for event tracking, Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval, p.65-72, July 24-28, 2000, Athens, Greece
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
Martin Ester , Hans-Peter Kriegel , Matthias Schubert, Web site mining: a new way to spot competitors, customers and suppliers in the world wide web, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Annalisa Appice , Michelangelo Ceci , Simon Rawles , Peter Flach, Redundant feature elimination for multi-class problems, Proceedings of the twenty-first international conference on Machine learning, p.5, July 04-08, 2004, Banff, Alberta, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Douglas W. Oard , Dagobert Soergel , David Doermann , Xiaoli Huang , G. Craig Murray , Jianqiang Wang , Bhuvana Ramabhadran , Martin Franz , Samuel Gustman , James Mayfield , Liliya Kharevych , Stephanie Strassel, Building an information retrieval test collection for spontaneous conversational speech, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Haoran Wu , Tong Heng Phang , Bing Liu , Xiaoli Li, A refinement approach to handling model misfit in text categorization, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
|
|
|
Eui-Hong Han , George Karypis , Doug Mewhort , Keith Hatchard, Intelligent metasearch engine for knowledge management, Proceedings of the twelfth international conference on Information and knowledge management, November 03-08, 2003, New Orleans, LA, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Tie-Yan LIU , Yiming YANG , Hao WAN , Qian ZHOU , Bin GAO , Hua-Jun ZENG , Zheng CHEN , Wei-Ying MA, An experimental study on large-scale web categorization, Special interest tracks and posters of the 14th international conference on World Wide Web, May 10-14, 2005, Chiba, Japan
|
|
|
|
|
|
|
|
|
|
|
|
Yiming Yang , Jaime G. Carbonell , Ralf D. Brown , Thomas Pierce , Brian T. Archibald , Xin Liu, Learning Approaches for Detecting and Tracking News Events, IEEE Intelligent Systems, v.14 n.4, p.32-43, July 1999
|
|
|
|
|
|
|
|
|
Sheng Gao , Wen Wu , Chin-Hui Lee , Tat-Seng Chua, A MFoM learning approach to robust multiclass multi-label text categorization, Proceedings of the twenty-first international conference on Machine learning, p.42, July 04-08, 2004, Banff, Alberta, Canada
|
|
|
|
|
|
|
|
|
|
|
|
Li Zhang , ShiXia Liu , Yue Pan , LiPing Yang, InfoAnalyzer: a computer-aided tool for building enterprise taxonomies, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA
|
|
|
|
|
|
|
|
|
|
|
|
Tie-Yan Liu , Yiming Yang , Hao Wan , Hua-Jun Zeng , Zheng Chen , Wei-Ying Ma, Support vector machines classification with a very large-scale taxonomy, ACM SIGKDD Explorations Newsletter, v.7 n.1, p.36-43, June 2005
|
|
|
|
|
|
|
|
|
Wendy W. Chapman , Lee M. Christensen , Michael M. Wagner , Peter J. Haug , Oleg Ivanov , John N. Dowling , Robert T. Olszewski, Classifying free-text triage chief complaints into syndromic categories with natural languages processing, Arificial Intelligence in Medicine, v.33 n.1, p.31-40, 1 January 2005
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Songbo Tan , Xueqi Cheng , Moustafa M. Ghanem , Bin Wang , Hongbo Xu, A novel refinement approach for text categorization, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany
|
|
|
Carlo A. Curino , Yuanyuan Jia , Bruce Lambert , Patricia M. West , Clement Yu, Mining officially unrecognized side effects of drugs by combining web search and machine learning, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Chun-Yan Liang , Li Guo , Zhao-Jie Xia , Feng-Guang Nie , Xiao-Xia Li , Liang Su , Zhang-Yuan Yang, Dictionary-based text categorization of chemical web pages, Information Processing and Management: an International Journal, v.42 n.4, p.1017-1029, July 2006
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Catherine Plaisant , James Rose , Bei Yu , Loretta Auvil , Matthew G. Kirschenbaum , Martha Nell Smith , Tanya Clement , Greg Lord, Exploring erotics in Emily Dickinson's correspondence with text mining and visual interfaces, Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries, June 11-15, 2006, Chapel Hill, NC, USA
|
|
|
|
|
|
Xuanhui Wang , Jian-Tao Sun , Zheng Chen , ChengXiang Zhai, Latent semantic analysis for multiple-type interrelated data objects, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Zaiqing Nie , Yunxiao Ma , Shuming Shi , Ji-Rong Wen , Wei-Ying Ma, Web object retrieval, Proceedings of the 16th international conference on World Wide Web, May 08-12, 2007, Banff, Alberta, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Wenqian Shang , Houkuan Huang , Haibin Zhu , Yongmin Lin , Youli Qu , Zhihai Wang, A novel feature selection algorithm for text categorization, Expert Systems with Applications: An International Journal, v.33 n.1, p.1-5, July, 2007
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Bo Yang , Tao Mei , Xian-Sheng Hua , Linjun Yang , Shi-Qiang Yang , Mingjing Li, Online video recommendation based on multimodal fusion and relevance feedback, Proceedings of the 6th ACM international conference on Image and video retrieval, p.73-80, July 09-11, 2007, Amsterdam, The Netherlands
|
|
|
|
|
|
|
|
|
Dawei Song , Raymond Y. K. Lau , Peter D. Bruza , Kam-Fai Wong , Ding-Yi Chen, An intelligent information agent for document title classification and filtering in document-intensive domains, Decision Support Systems, v.44 n.1, p.251-265, November, 2007
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jian Hu , Lujun Fang , Yang Cao , Hua-Jun Zeng , Hua Li , Qiang Yang , Zheng Chen, Enhancing text clustering by leveraging Wikipedia semantics, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Tao Mei , Bo Yang , Xian-Sheng Hua , Linjun Yang , Shi-Qiang Yang , Shipeng Li, VideoReach: an online video recommendation system, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
|
|
|
|
|
|
|
|
|
Anirban Dasgupta , Petros Drineas , Boulos Harb , Vanja Josifovski , Michael W. Mahoney, Feature selection methods for text classification, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
|
|
|
|
|
|
Chun Wei , Alan Sprague , Gary Warner , Anthony Skjellum, Mining spam email to identify common origins for forensic application, Proceedings of the 2008 ACM symposium on Applied computing, March 16-20, 2008, Fortaleza, Ceara, Brazil
|
|
|
|
|
|
|
|
|
Yuefeng Li , Xujuan Zhou , Peter Bruza , Yue Xu , Raymond Y.K. Lau, A two-stage text mining model for information filtering, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Judith L. Klavans , Carolyn Sheffield , Eileen Abels , Jimmy Lin , Rebecca Passonneau , Tandeep Sidhu , Dagobert Soergel, Computational linguistics for metadata building (CLiMB): using text mining for the automatic identification, categorization, and disambiguation of subject terms for image metadata, Multimedia Tools and Applications, v.42 n.1, p.115-138, March 2009
|
|
|
|
|
|
|
|
|
|
|
|
Hao Lang , Bin Wang , Gareth Jones , Jin-Tao Li , Fan Ding , Yi-Xuan Liu, Query performance prediction for information retrieval based on covering topic score, Journal of Computer Science and Technology, v.23 n.4, p.590-601, July 2008
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Son Doan , Ai Kawazoe , Nigel Collier, The role of roles in classifying annotated biomedical text, Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing, June 29-29, 2007, Prague, Czech Republic
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Roberto Basili , Alessandro Moschitti , Maria Teresa Pazienza, NLP-driven IR: evaluating performances over a text classification task, Proceedings of the 17th international joint conference on Artificial intelligence, p.1286-1291, August 04-10, 2001, Seattle, WA, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|