Tom Mitchell

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Sebastian ThrunStanfordVerified email at stanford.edu
Jaime CarbonellProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Partha TalukdarGoogle Research and IISc BangaloreVerified email at iisc.ac.in
Marcel JustProfessor of Psychology, Carnegie Mellon UniversityVerified email at cmu.edu
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Dayne FreitagProgram Director, SRI InternationalVerified email at ai.sri.com
Andy CarlsonCarnegie MellonVerified email at cs.cmu.edu
Justin BetteridgePhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Estevam R. Hruschka Jr.Megagon LabsVerified email at megagon.ai
Kamal NigamGoogleVerified email at kamalnigam.com
Francisco PereiraMachine Learning Team, National Institute of Mental HealthVerified email at nih.gov
Brian R. MurphyProfessor of Fisheries Science, Virginia TechVerified email at vt.edu
Bruce BuchananUniversity Professor of Computer Science, University of PittsburghVerified email at cs.pitt.edu
Rebecca HutchinsonOregon State UniversityVerified email at eecs.orst.edu
William W. CohenGoogle AIVerified email at google.com
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Alona FysheAssistant Professor, Dept. of Computing Science & Dept. of Psychology, University of AlbertaVerified email at ualberta.ca
Svetlana V. ShinkarevaUniversity of South CarolinaVerified email at sc.edu
Robert A MasonSenior Research Associate, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu

Tom Mitchell

Founders University Professor of Machine Learning, Carnegie Mellon University

Verified email at cs.cmu.edu - Homepage

Machine Learning cognitive neuroscience natural language understanding


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Combining labeled and unlabeled data with co-training A Blum, T Mitchell Proceedings of the eleventh annual conference on Computational learning …, 1998	6265	1998
Text classification from labeled and unlabeled documents using EM K Nigam, AK McCallum, S Thrun, T Mitchell Machine learning 39 (2), 103-134, 2000	3820	2000
An artificial intelligence approach R Mitchell, J Michalski, T Carbonell Springer, 2013	2788	2013
Machine learning: Trends, perspectives, and prospects MI Jordan, TM Mitchell Science 349 (6245), 255-260, 2015	2494	2015
Machine learning TM Mitchell McGraw-hill 1 (9), 1997	2493*	1997
Explanation-based generalization: A unifying view TM Mitchell, RM Keller, ST Kedar-Cabelli Machine learning 1 (1), 47-80, 1986	2160	1986
Generalization as search TM Mitchell Artificial intelligence 18 (2), 203-226, 1982	2104	1982
Toward an architecture for never-ending language learning A Carlson, J Betteridge, B Kisiel, B Settles, E Hruschka, T Mitchell Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 2010	1891	2010
Machine learning TM Mitchell McGraw-hill 1 (9), 1997	1884*	1997
Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009	1561	2009
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1256	1997
Predicting human brain activity associated with the meanings of nouns TM Mitchell, SV Shinkareva, A Carlson, KM Chang, VL Malave, RA Mason, ... science 320 (5880), 1191-1195, 2008	1213	2008
Learning to extract symbolic knowledge from the World Wide Web M Craven, A McCallum, D PiPasquo, T Mitchell, D Freitag Carnegie-mellon univ pittsburgh pa school of computer Science, 1998	942	1998
Webwatcher: A learning apprentice for the world wide web R Armstrong, D Freitag, T Joachims, T Mitchell AAAI Spring symposium on Information gathering from Heterogeneous …, 1995	934	1995
The need for biases in learning generalizations TM Mitchell Department of Computer Science, Laboratory for Computer Science Research …, 1980	879	1980
Learning to decode cognitive states from brain images TM Mitchell, R Hutchinson, RS Niculescu, F Pereira, X Wang, M Just, ... Machine learning 57 (1), 145-175, 2004	846	2004
Zero-shot learning with semantic output codes MM Palatucci, DA Pomerleau, GE Hinton, T Mitchell Carnegie Mellon University, 2009	843	2009
Never-Ending Learning AAAI Conference on Artificial Intelligence, 2015	728*	2015
Improving Text Classification by Shrinkage in a Hierarchy of Classes. A McCallum, R Rosenfeld, TM Mitchell, AY Ng ICML 98, 359-367, 1998	684	1998
Learning to construct knowledge bases from the World Wide Web M Craven, D DiPasquo, D Freitag, A McCallum, T Mitchell, K Nigam, ... Artificial intelligence 118 (1-2), 69-113, 2000	643	2000

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