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
Abdur ChowdhuryNONEVerified email at chowdhurys.org
Steven M. BeitzelVerified email at ir.iit.edu
Shlomo Engelson ArgamonProfessor of Computer Science, Illinois Institute of TechnologyVerified email at iit.edu
Dmitriy FradkinPrincipal Data Scientist at Oracle Energy & WaterVerified email at oracle.com
Tony Russell-RoseDirector: UXLabs, Founder: 2Dsearch, RAEng Visiting Professor: Essex UniversityVerified email at uxlabs.co.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
Eugene YangVisiting Research Scientist, HLTCOE, Johns Hopkins UniversityVerified email at jh.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
Paul B. KantorProfessor of Information Science, Rutgers UniversityVerified email at rutgers.edu
Edith CohenGoogle, Tel Aviv UniversityVerified email at alumni.stanford.edu
Kevin AshleyProfessor of Law and Intelligent Systems, University of PittsburghVerified email at pitt.edu

David D. Lewis

Executive Vice President, AI Research, Development, and Ethics

Verified email at revealdata.com - Homepage

information retrieval machine learning natural language processing statistics


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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	3547	2004
A sequential algorithm for training text classifiers: Corrigendum and additional data DD Lewis ACM SIGIR Forum 29 (2), 13-19, 1995	3532	1995
Naive (Bayes) at forty: The independence assumption in information retrieval DD Lewis European conference on machine learning, 4-15, 1998	3303	1998
Heterogeneous uncertainty sampling for supervised learning DD Lewis, J Catlett Machine learning proceedings 1994, 148-156, 1994	1603	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	1364	1994
Large-scale Bayesian logistic regression for text categorization A Genkin, DD Lewis, D Madigan Technometrics 49 (3), 291-304, 2007	1015	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	943	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	875	1996
Feature selection and feature extract ion for text categorization DD Lewis Speech and Natural Language: Proceedings of a Workshop Held at Harriman, New …, 1992	868	1992
Representation and learning in information retrieval DD Lewis University of Massachusetts, 1992	655	1992
Reuters-21578 text categorization test collection, distribution 1.0 D Lewis http://www. research/. att. com, 1997	583*	1997
Evaluating and optimizing autonomous text classification systems DD Lewis Proceedings of the 18th annual international ACM SIGIR conference on …, 1995	532	1995
Natural language processing for information retrieval DD Lewis, KS Jones Communications of the ACM 39 (1), 92-101, 1996	471	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	425	1991
Evaluating text categorization i DD Lewis Speech and Natural Language: Proceedings of a Workshop Held at Pacific Grove …, 1991	409	1991
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	325	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	292	1999
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	271	2006
On the naive bayes model for text categorization S Eyheramendy, DD Lewis, D Madigan International workshop on artificial intelligence and statistics, 93-100, 2003	253	2003
Bayesian mixed-effects models for recommender systems MK Condliff, DD Lewis, D Madigan, C Posse ACM SIGIR 99, 23-30, 1999	244	1999

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