Tom Mitchell

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Sebastian ThrunStanfordVerified email at stanford.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
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
Emmanouil Antonios PlataniosPhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jayant KrishnamurthyCarnegie Mellon UniversityVerified email at cs.cmu.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	6194	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	3785	2000
An artificial intelligence approach R Mitchell, J Michalski, T Carbonell Springer, 2013	2762	2013
Machine learning: Trends, perspectives, and prospects MI Jordan, TM Mitchell Science 349 (6245), 255-260, 2015	2388	2015
Explanation-based generalization: A unifying view TM Mitchell, RM Keller, ST Kedar-Cabelli Machine learning 1 (1), 47-80, 1986	2154	1986
Generalization as search TM Mitchell Artificial intelligence 18 (2), 203-226, 1982	2098	1982
Machine learning. 1997 TM Mitchell Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997	1931*	1997
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	1864	2010
Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009	1542	2009
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1253	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	1198	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	938	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	931	1995
The need for biases in learning generalizations TM Mitchell Department of Computer Science, Laboratory for Computer Science Research …, 1980	871	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	841	2004
Zero-shot learning with semantic output codes MM Palatucci, DA Pomerleau, GE Hinton, T Mitchell Carnegie Mellon University, 2009	825	2009
Machine learning. 1997 TM Mitchell Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997	793*	1997
Never-Ending Learning AAAI Conference on Artificial Intelligence, 2015	706*	2015
Improving Text Classification by Shrinkage in a Hierarchy of Classes. A McCallum, R Rosenfeld, TM Mitchell, AY Ng ICML 98, 359-367, 1998	683	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	641	2000

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