| Supervised and unsupervised discretization of continuous features J Dougherty, R Kohavi, M Sahami Machine learning proceedings 1995, 194-202, 1995 | 2742 | 1995 |
| 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 | 2327 | 1998 |
| Inductive learning algorithms and representations for text categorization S Dumais, J Platt, D Heckerman, M Sahami Proceedings of the seventh international conference on Information and …, 1998 | 2312 | 1998 |
| Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996 | 2186 | 1996 |
| Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997 | 1379 | 1997 |
| Topic models DM Blei, JD Lafferty Text mining, 101-124, 2009 | 1086 | 2009 |
| 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 | 975 | 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 | 956 | 2006 |
| Learning Limited Dependence Bayesian Classifiers. M Sahami KDD 96 (1), 335-338, 1996 | 599 | 1996 |
| Deep knowledge tracing C Piech, J Spencer, J Huang, S Ganguli, M Sahami, L Guibas, ... arXiv preprint arXiv:1506.05908, 2015 | 551 | 2015 |
| 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 | 467 | 2005 |
| Generating user information for use in targeted advertising K Bharat, S Lawrence, M Sahami US Patent 9,235,849, 2016 | 418 | 2016 |
| Error-based and entropy-based discretization of continuous features. R Kohavi, M Sahami KDD, 114-119, 1996 | 415 | 1996 |
| 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 | 388 | 2001 |
| Reflections on stanford's moocs S Cooper, M Sahami Communications of the ACM 56 (2), 28-30, 2013 | 381* | 2013 |
| Text mining: Classification, clustering, and applications AN Srivastava, M Sahami CRC press, 2009 | 318 | 2009 |
| Probe, count, and classify: categorizing hidden web databases PG Ipeirotis, L Gravano, M Sahami Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 2001 | 222 | 2001 |
| Modeling how students learn to program C Piech, M Sahami, D Koller, S Cooper, P Blikstein Proceedings of the 43rd ACM technical symposium on Computer Science …, 2012 | 204 | 2012 |
| Customizable media channels RC Gossweiler, M Sahami, MG Patel, J Blackburn, DA Brown, N Gupta, ... US Patent 8,782,698, 2014 | 196 | 2014 |
| Using probabilistic relational models for collaborative filtering L Getoor, M Sahami Workshop on Web Usage Analysis and User Profiling (WEBKDD'99), 1-6, 1999 | 186 | 1999 |
