David D. Lewis

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David MadiganProfessor of Statistics, Northeastern UniversityVerified email at northeastern.edu
Ophir FriederGeorgetown UniversityVerified email at ir.cs.georgetown.edu
Alexander GenkinNeuroscience Institute, NYU Langone Medical CenterVerified email at nyumc.org
Shlomo Engelson ArgamonAssociate Provost for AI, Professor of Computer Science, Touro UniversityVerified email at touro.edu
Abdur ChowdhuryNONEVerified email at chowdhurys.org
Steven M. BeitzelVerified email at ir.iit.edu
Eugene YangResearch Scientist, Johns Hopkins University, Human Language Technology Center of ExcellenceVerified email at jh.edu
Dmitriy FradkinPrincipal Data Scientist at Oracle Energy & WaterVerified email at oracle.com
Tony Russell-RoseProfessor: City University of London, Director: UXLabs, Founder: 2Dsearch,Verified email at city.ac.uk
Fan Li (李凡)Engineering Manager/Staff Scientist at GoogleVerified email at google.com
Yiming YangProfessor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
W. Bruce CroftDistinguished Professor Emeritus, University of Massachusetts AmherstVerified email at cs.umass.edu
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Douglas W. OardUniversity of MarylandVerified email at umd.edu
Vladimir MenkovRutgers UniversityVerified email at rci.rutgers.edu
Susana EyheramendyProfessor of Statistics, U Adolfo IbañezVerified email at uai.cl
Aynur Akkus DayanikBilkent UniversityVerified email at cs.bilkent.edu.tr
Edith CohenGoogle, Tel Aviv UniversityVerified email at alumni.stanford.edu
Paul B. KantorProfessor of Information Science, Rutgers UniversityVerified email at rutgers.edu
Trevor J M Bench-CaponUniversity of Liverpool, Department of Computer ScienceVerified email at csc.liv.ac.uk

David D. Lewis

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information retrieval machine learning natural language processing statistics


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A sequential algorithm for training text classifiers: Corrigendum and additional data DD Lewis Acm Sigir Forum 29 (2), 13-19, 1995	3858	1995
Rcv1: A new benchmark collection for text categorization research DD Lewis, Y Yang, TG Rose, F Li Journal of machine learning research 5 (Apr), 361-397, 2004	3794	2004
Naive (Bayes) at forty: The independence assumption in information retrieval DD Lewis European conference on machine learning, 4-15, 1998	3438	1998
Heterogeneous uncertainty sampling for supervised learning DD Lewis, J Catlett Machine learning proceedings 1994, 148-156, 1994	1773	1994
A comparison of two learning algorithms for text categorization DD Lewis, M Ringuette Third annual symposium on document analysis and information retrieval 33, 81-93, 1994	1398	1994
Large-scale Bayesian logistic regression for text categorization A Genkin, DD Lewis, D Madigan Technometrics 49 (3), 291-304, 2007	1063	2007
An evaluation of phrasal and clustered representations on a text categorization task DD Lewis Proceedings of the 15th annual international ACM SIGIR conference on …, 1992	950	1992
Feature selection and feature extract ion for text categorization DD Lewis Speech and Natural Language: Proceedings of a Workshop Held at Harriman, New …, 1992	911	1992
Training algorithms for linear text classifiers DD Lewis, RE Schapire, JP Callan, R Papka Proceedings of the 19th annual international ACM SIGIR conference on …, 1996	900	1996
Representation and learning in information retrieval DD Lewis University of Massachusetts, 1992	665	1992
Reuters-21578 text categorization test collection, distribution 1.0 D Lewis http://www. research/. att. com, 1997	621*	1997
Evaluating and optimizing autonomous text classification systems DD Lewis Proceedings of the 18th annual international ACM SIGIR conference on …, 1995	549	1995
Natural language processing for information retrieval DD Lewis, KS Jones Communications of the ACM 39 (1), 92-101, 1996	484	1996
The use of phrases and structured queries in information retrieval WB Croft, HR Turtle, DD Lewis Proceedings of the 14th annual international ACM SIGIR conference on …, 1991	429	1991
Evaluating text categorization i DD Lewis Speech and Natural Language: Proceedings of a Workshop Held at Pacific Grove …, 1991	417	1991
Building a test collection for complex document information processing D Lewis, G Agam, S Argamon, O Frieder, D Grossman, J Heard Proceedings of the 29th annual international ACM SIGIR conference on …, 2006	350	2006
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, university of massachusetts amherst … J Allan, J Aslam, N Belkin, C Buckley, J Callan, B Croft, S Dumais, N Fuhr, ... ACM SIGIR Forum 37 (1), 31-47, 2003	336	2003
Finding an e-mail message to which another e-mail message is a response KA Knowles, DD Lewis US Patent 5,905,863, 1999	294	1999
Bayesian mixed-effects models for recommender systems MK Condliff, DD Lewis, D Madigan, C Posse ACM SIGIR 99, 23-30, 1999	257	1999
On the naive bayes model for text categorization S Eyheramendy, DD Lewis, D Madigan International workshop on artificial intelligence and statistics, 93-100, 2003	255	2003

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