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Note: Links lead to the DBLP on the Web. David D. Lewis Steven M. Beitzel , Eric C. Jensen , Ophir Frieder , David D. Lewis, Abdur Chowdhury , Aleksander Kolcz : Improving Automatic Query Classification via Semi-Supervised Learning. ICDM 2005 : 42-49 Steven M. Beitzel , Eric C. Jensen , Ophir Frieder , David Grossman , David D. Lewis, Abdur Chowdhury , Aleksander Kolcz : Automatic web query classification using labeled and unlabeled training data. SIGIR 2005 : 581-582 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) James Allan , Jay Aslam , Nicholas J. Belkin , Chris Buckley , James P. Callan , W. Bruce Croft , Susan T. Dumais , Norbert Fuhr , Donna Harman , David J. Harper , Djoerd Hiemstra , Thomas Hofmann , Eduard H. Hovy , Wessel Kraaij , John D. Lafferty , Victor Lavrenko , David D. Lewis, Liz Liddy , R. Manmatha , Andrew McCallum , Jay M. Ponte , John M. Prager , Dragomir R. Radev , Philip Resnik , Stephen E. Robertson , Ronald Rosenfeld , Salim Roukos , Mark Sanderson , Rich Schwartz , Amit Singhal , Alan F. Smeaton , Howard R. Turtle , Ellen M. Voorhees , Ralph M. Weischedel , Jinxi Xu , ChengXiang Zhai : Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37 (1): 31-47 (2003) Susan T. Dumais , David D. Lewis, Fabrizio Sebastiani : Report on the workshop on Operational Text Classification Systems (OTC-02). SIGIR Forum 36 (2): 68-71 (2002) David D. Lewis: Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks. TREC 2001 David D. Lewis, Fabrizio Sebastiani : Report on the Workshop on Operational Text Classification systems (OTC-01). SIGIR Forum 35 (2): 8-11 (2001) Raj D. Iyer , David D. Lewis, Robert E. Schapire , Yoram Singer , Amit Singhal : Boosting for Document Routing. CIKM 2000 : 70-77 David D. Lewis, Daniel L. Stern , Amit Singhal : ATTICS: A Software Platform for Online Text Classification (poster abstract). SIGIR 1999 : 267-268 Edith Cohen , David D. Lewis: Approximating Matrix Multiplication for Pattern Recognition Tasks. J. Algorithms 30 (2): 211-252 (1999) David D. Lewis: Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval. ECML 1998 : 4-15 Amit Singhal , John Choi , Donald Hindle , David D. Lewis, Fernando C. N. Pereira : AT&T at TREC-7. TREC 1998 : 186-198 Edith Cohen , David D. Lewis: Approximating Matrix Multiplication for Pattern Recognition Tasks. SODA 1997 : 682-691 David D. Lewis, K. A. Knowles : Threading Electronic Mail - A Preliminary Study. Inf. Process. Manage. 33 (2): 209-217 (1997) David D. Lewis: Minutes of the 1997 ACM SIGIR Business Meeting. SIGIR Forum 31 (2): 2-6 (1997) David D. Lewis: Challenges in Machine Learning for Text Classification. COLT 1996 : 1 David D. Lewis, Robert E. Schapire , James P. Callan , Ron Papka : Training Algorithms for Linear Text Classifiers. SIGIR 1996 : 298-306 David D. Lewis: The TREC-5 Filtering Track. TREC 1996 David D. Lewis, Karen Sparck Jones : Natural Language Processing for Information Retrieval. Commun. ACM 39 (1): 92-101 (1996) David D. Lewis: Minutes of the 1996 ACM SIGIR Business Meeting. SIGIR Forum 30 (2): 1-4 (1996) David D. Lewis: Evaluating and Optimizing Autonomous Text Classification Systems. SIGIR 1995 : 246-254 David D. Lewis: The TREC-4 Filtering Track. TREC 1995 David D. Lewis: A Sequential Algorithm for Training Text Classifiers: Corrigendum and Additional Data. SIGIR Forum 29 (2): 13-19 (1995) David D. Lewis: Minutes - 1995 ACM SIGIR Annual Meeting. SIGIR Forum 29 (2): 3-5 (1995) Kenneth Ward Church , William A. Gale , Jonathan Helfman , David D. Lewis: Fax: An Alternative to SGML. COLING 1994 : 525-529 David D. Lewis, Jason Catlett : Heterogenous Uncertainty Sampling for Supervised Learning. ICML 1994 : 148-156 David D. Lewis, William A. Gale : A Sequential Algorithm for Training Text Classifiers. SIGIR 1994 : 3-12 K. L. Kwok , Laszlo Grunfeld , David D. Lewis: TREC-3 Ad-Hoc, Routing Retrieval and Thresholding Experiments using PIRCS. TREC 1994 : 247-255 David D. Lewis, Philip J. Hayes : Guest Editorial - Special Issue on Text Categorization. ACM Trans. Inf. Syst. 12 (3): 231 (1994) Nancy Chinchor , Lynette Hirschman , David D. Lewis: Evaluating Message Understanding Systems: An Analysis of the Third Message Understanding Conference (MUC-3). Computational Linguistics 19 (3): 409-449 (1993) David D. Lewis: An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task. SIGIR 1992 : 37-50 David D. Lewis, Alan F. Smeaton : Use of Natural Language Processing at TREC. TREC 1992 : 365-366 David D. Lewis: Learning in Intelligent Information Retrieval. ML 1991 : 235-239 W. Bruce Croft , Howard R. Turtle , David D. Lewis: The Use of Phrases and Structured Queries in Information Retrieval. SIGIR 1991 : 32-45 David D. Lewis, W. Bruce Croft : Term Clustering of Syntactic Phrases. SIGIR 1990 : 385-404 W. Bruce Croft , David D. Lewis: An Approach to Natural Language Processing for Document Retrieval. 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