David D. Lewis
David D. Lewis
Chief Data Scientist, Brainspace: A Cyxtera Business
Verified email at cyxtera.com - Homepage
Title
Cited by
Cited by
Year
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
26132004
Naive (Bayes) at forty: The independence assumption in information retrieval
DD Lewis
European conference on machine learning, 4-15, 1998
25861998
A sequential algorithm for training text classifiers
DD Lewis, WA Gale
SIGIR’94, 3-12, 1994
23341994
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
12121994
Heterogeneous uncertainty sampling for supervised learning
DD Lewis, J Catlett
Machine learning proceedings 1994, 148-156, 1994
10871994
An evaluation of phrasal and clustered representations on a text categorization task
DD Lewis
Proceedings of the 15th annual international ACM SIGIR conference oná…, 1992
8321992
Training algorithms for linear text classifiers
DD Lewis, RE Schapire, JP Callan, R Papka
Proceedings of the 19th annual international ACM SIGIR conference oná…, 1996
8041996
Large-scale Bayesian logistic regression for text categorization
A Genkin, DD Lewis, D Madigan
Technometrics 49 (3), 291-304, 2007
7672007
Feature selection and feature extraction for text categorization
DD Lewis
Proceedings of the workshop on Speech and Natural Language, 212-217, 1992
6381992
Representation and learning in information retrieval
DD Lewis
University of Massachusetts at Amherst, 1992
6021992
Evaluating and optimizing autonomous text classification systems
DD Lewis
Proceedings of the 18th annual international ACM SIGIR conference oná…, 1995
4551995
Natural language processing for information retrieval
DD Lewis, KS Jones
Communications of the ACM 39 (1), 92-101, 1996
4041996
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 oná…, 1991
3711991
Evaluating text categorization i
DD Lewis
Speech and Natural Language: Proceedings of a Workshop Held at Pacific Groveá…, 1991
3661991
Finding an e-mail message to which another e-mail message is a response
KA Knowles, DD Lewis
US Patent 5,905,863, 1999
2831999
Text categorization of low quality images
DJ Ittner, DD Lewis, DD Ahn
Symposium on Document Analysis and Information Retrieval, 301-315, 1995
2081995
Evaluating message understanding systems: an analysis of the third message understanding conference (MUC-3)
N Chinchor, DD Lewis, L Hirschman
Computational linguistics 19 (3), 409-449, 1993
2061993
On the naive bayes model for text categorization
S Eyheramendy, DD Lewis, D Madigan
2032003
Bayesian mixed-effects models for recommender systems
MK Condliff, DD Lewis, D Madigan, C Posse
ACM SIGIR 99, 23-30, 1999
2021999
Method and apparatus for training a text classifier
DD Lewis
US Patent 5,675,710, 1997
1831997
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