Mehran Sahami
Mehran Sahami
Professor of Computer Science, Stanford University
Verified email at
TitleCited byYear
Supervised and unsupervised discretization of continuous features
J Dougherty, R Kohavi, M Sahami
Machine Learning Proceedings 1995, 194-202, 1995
Inductive learning algorithms and representations for text categorization
S Dumais, J Platt, D Heckerman, M Sahami
A Bayesian approach to filtering junk e-mail
M Sahami, S Dumais, D Heckerman, E Horvitz
Learning for Text Categorization: Papers from the 1998 workshop 62, 98-105, 1998
Toward optimal feature selection
D Koller, M Sahami
Stanford InfoLab, 1996
Hierarchically classifying documents using very few words
D Koller, M Sahami
Stanford InfoLab, 1997
Technique which utilizes a probabilistic classifier to detect" junk" e-mail by automatically updating a training and re-training the classifier based on the updated training set
E Horvitz, DE Heckerman, ST Dumais, M Sahami, JC Platt
US Patent 6,161,130, 2000
A web-based kernel function for measuring the similarity of short text snippets
M Sahami, TD Heilman
Proceedings of the 15th international conference on World Wide Web, 377-386, 2006
Topic models
DM Blei, JD Lafferty
Text Mining, 101-124, 2009
Learning Limited Dependence Bayesian Classifiers.
M Sahami
KDD 96 (1), 335-338, 1996
Evaluating similarity measures: a large-scale study in the orkut social network
E Spertus, M Sahami, O Buyukkokten
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
Methods and apparatus for classifying text and for building a text classifier
ST Dumais, D Heckerman, E Horvitz, JC Platt, M Sahami
US Patent 6,192,360, 2001
Error-based and entropy-based discretization of continuous features.
R Kohavi, M Sahami
KDD, 114-119, 1996
Reflections on stanford's moocs
S Cooper, M Sahami
Communications of the ACM 56 (2), 28-30, 2013
Text mining: Classification, clustering, and applications
AN Srivastava, M Sahami
Chapman and Hall/CRC, 2009
Deep knowledge tracing
C Piech, J Bassen, J Huang, S Ganguli, M Sahami, LJ Guibas, ...
Advances in neural information processing systems, 505-513, 2015
Probe, count, and classify: categorizing hidden web databases
PG Ipeirotis, L Gravano, M Sahami
ACM SIGMOD Record 30 (2), 67-78, 2001
Using machine learning to improve information access
M Sahami, D Koller
Stanford University, Department of Computer Science, 1998
Using probabilistic relational models for collaborative filtering
L Getoor, M Sahami
Workshop on Web Usage Analysis and User Profiling (WEBKDD'99), 1-6, 1999
Customizable media channels
RC Gossweiler, M Sahami, MG Patel, J Blackburn, DA Brown, N Gupta, ...
US Patent 8,782,698, 2014
QProber: A system for automatic classification of hidden-web databases
L Gravano, PG Ipeirotis, M Sahami
ACM Transactions on Information Systems (TOIS) 21 (1), 1-41, 2003
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