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Yiming Yang

Papers on DiSC'06


Analysis of recursive feature elimination methods

Robustness of adaptive filtering methods in a cross-benchmark evaluation

Support Vector Machines Classification with A Very Large-scale Taxonomy

Publications


Note: Links lead to the DBLP on the Web.

Yiming Yang

Fan Li , Yiming Yang: Using Modified Lasso Regression to Learn Large Undirected Graphs in a Probabilistic Framework. AAAI 2005 : 801-806

Yiming Yang, Qiang Yang , Wei Lu , Jialin Pan , Rong Pan , Chenhui Lu , Lei Li , Zhenxing Qin : Preprocessing Time Series Data for Classification with Application to CRM. Australian Conference on Artificial Intelligence 2005 : 133-142

Yiming Yang, Monica Rogati , Bryan Kisiel : Combining Categorization-based and Corpus-based Approaches for CLIR. FLAIRS Conference 2005 : 295-300

Fan Li , Yiming Yang, Eric Xing : From Lasso regression to Feature vector machine. NIPS 2005

Jian Zhang , Zoubin Ghahramani , Yiming Yang: Learning Multiple Related Tasks using Latent Independent Component Analysis. NIPS 2005

Fan Li , Yiming Yang: Using recursive classification to discover predictive features. SAC 2005 : 1054-1058

Fan Li , Yiming Yang: Analysis of recursive feature elimination methods. SIGIR 2005 : 633-634

Yiming Yang, Shinjae Yoo , Jian Zhang , Bryan Kisiel : Robustness of adaptive filtering methods in a cross-benchmark evaluation. SIGIR 2005 : 98-105

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. WWW (Special interest tracks and posters) 2005 : 1106-1107

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. SIGKDD Explorations 7 (1): 36-43 (2005)

Nianli Ma , Yiming Yang, Monica Rogati : Applying CLIR Techniques to Event Tracking. AIRS 2004 : 24-35

Bryan Klimt , Yiming Yang: Introducing the Enron Corpus. CEAS 2004

Bryan Klimt , Yiming Yang: The Enron Corpus: A New Dataset for Email Classification Research. ECML 2004 : 217-226

Jian Zhang , Yiming Yang: Probabilistic score estimation with piecewise logistic regression. ICML 2004

Jian Zhang , Zoubin Ghahramani , Yiming Yang: A Probabilistic Model for Online Document Clustering with Application to Novelty Detection. NIPS 2004

Monica Rogati , Yiming Yang: Resource selection for domain-specific cross-lingual IR. SIGIR 2004 : 154-161

David D. Lewis , Yiming Yang, Tony G. Rose , Fan Li : RCV1: A New Benchmark Collection for Text Categorization Research. Journal of Machine Learning Research 5 : 361-397 (2004)

Monica Rogati , J. Scott McCarley , Yiming Yang: Unsupervised Learning of Arabic Stemming Using a Parallel Corpus. ACL 2003 : 391-398

Yiming Yang, Bryan Kisiel : Margin-based local regression for adaptive filtering. CIKM 2003 : 191-198

Monica Rogati , Yiming Yang: Multilingual Information Retrieval Using Open, Transparent Resources in CLEF 2003. CLEF 2003 : 133-139

Fan Li , Yiming Yang: A Loss Function Analysis for Classification Methods in Text Categorization. ICML 2003 : 472-479

Jian Zhang , Rong Jin , Yiming Yang, Alexander G. Hauptmann : Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. ICML 2003 : 888-895

Jian Zhang , Yiming Yang: Robustness of regularized linear classification methods in text categorization. SIGIR 2003 : 190-197

Yiming Yang, Jian Zhang , Bryan Kisiel : A scalability analysis of classifiers in text categorization. SIGIR 2003 : 96-103

Jeremy Kubica , Andrew W. Moore , Jeff G. Schneider , Yiming Yang: Stochastic Link and Group Detection. AAAI/IAAI 2002 : 798-

Yan Liu , Yiming Yang, Jaime G. Carbonell : Boosting to correct inductive bias in text classification. CIKM 2002 : 348-355

Monica Rogati , Yiming Yang: High-performing feature selection for text classification. CIKM 2002 : 659-661

Yiming Yang, Jian Zhang , Jaime G. Carbonell , Chun Jin : Topic-conditioned novelty detection. KDD 2002 : 688-693

Tom Ault , Yiming Yang: Information Filtering in TREC-9 and TDT-3: A Comparative Analysis. Inf. Retr. 5 (2-3): 159-187 (2002)

Yiming Yang, Seán Slattery , Rayid Ghani : A Study of Approaches to Hypertext Categorization. J. Intell. Inf. Syst. 18 (2-3): 219-241 (2002)

Monica Rogati , Yiming Yang: Cross-Lingual Pseudo-Relevance Feedback Using a Comparable Corpus. CLEF 2001 : 151-157

Rayid Ghani , Seán Slattery , Yiming Yang: Hypertext Categorization using Hyperlink Patterns and Meta Data. ICML 2001 : 178-185

Yiming Yang: A Study on Thresholding Strategies for Text Categorization. SIGIR 2001 : 137-145

Tom Ault , Yiming Yang: kNN, Rocchio and Metrics for Information Filtering at TREC-10. TREC 2001

Yiming Yang, Tom Ault , Thomas Pierce : Combining Multiple Learning Strategies for Effective Cross Validation. ICML 2000 : 1167-1174

Yiming Yang, Tom Ault , Thomas Pierce , Charles W. Lattimer : Improving text categorization methods for event tracking. SIGIR 2000 : 65-72

Tom Ault , Yiming Yang: kNN at TREC-9. TREC 2000

Jaime G. Carbonell , Yiming Yang, William W. Cohen : Special Issue of Machine Learning on Information Retrieval - Introduction. Machine Learning 39 (2/3): 99-101 (2000)

Yiming Yang, Xin Liu : A Re-Examination of Text Categorization Methods. SIGIR 1999 : 42-49

Yiming Yang: An Evaluation of Statistical Approaches to Text Categorization. Inf. Retr. 1 (1-2): 69-90 (1999)

Yiming Yang, Tom Pierce , Jaime G. Carbonell : A Study of Retrospective and On-Line Event Detection. SIGIR 1998 : 28-36

Yiming Yang, Jaime G. Carbonell , Ralf D. Brown , Robert E. Frederking : Translingual Information Retrieval: Learning from Bilingual Corpora. Artif. Intell. 103 (1-2): 323-345 (1998)

Yiming Yang, Jan O. Pedersen : A Comparative Study on Feature Selection in Text Categorization. ICML 1997 : 412-420

Jaime G. Carbonell , Yiming Yang, Robert E. Frederking , Ralf D. Brown , Yibing Geng , Danny Lee : Translingual Information Retrieval: A Comparative Evaluation. IJCAI (1) 1997 : 708-715

Yiming Yang, John Wilbur : Using Corpus Statistics to Remove Redundant Words in Text Categorization. JASIS 47 (5): 357-369 (1996)

Yiming Yang: Noise Reduction in a Statistical Approach to Text Categorization. SIGIR 1995 : 256-263

Yiming Yang: Expert Network: Effective and Efficient Learning from Human Decisions in Text Categorization and Retrieval. SIGIR 1994 : 13-22

Yiming Yang, Christopher G. Chute , G. E. Atkin , A. Anda : TREC-3 Retrieval Evaluation Using Expert Network. TREC 1994 : 0-

Yiming Yang, Christopher G. Chute : An Example-Based Mapping Method for Text Categorization and Retrieval. ACM Trans. Inf. Syst. 12 (3): 252-277 (1994)

Yiming Yang, Christopher G. Chute : An Application of Least Squares Fit Mapping to Text Information Retrieval. SIGIR 1993 : 281-290

Yiming Yang, Christopher G. Chute : A Linear Least Squares Fit Mapping Method For Information Retrieval From Natural Language Texts. COLING 1992 : 447-453

Yiming Yang: Combining Prediction, Syntactic Analysis and Semantic Analysis in Chinese Sentence Analysis. IJCAI 1987 : 679-681

Yiming Yang, Shuji Doshita , Toyoaki Nishida : Partial Constraints in Chinese Analysis. IJCAI 1985 : 826-828

Yiming Yang, Toyoaki Nishida , Shuji Doshita : Use Of Heuristic Knowledge In Chinese Language Analysis. COLING 1984 : 222-225

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