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
Estevam HruschkaMegagon LabsVerified email at megagon.ai
Justin BetteridgePhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Kamal NigamGoogleVerified email at kamalnigam.com
Brian R. MurphyProfessor of Fisheries Science, Virginia TechVerified email at vt.edu
Francisco PereiraMachine Learning Team, National Institute of Mental HealthVerified email at nih.gov
Emmanouil Antonios PlataniosPrincipal Researcher, Microsoft Semantic MachinesVerified email at microsoft.com
Rich CaruanaMicrosoft ReesearchVerified email at microsoft.com
William W. CohenGoogle AIVerified email at google.com
Rebecca HutchinsonOregon State UniversityVerified email at eecs.orst.edu
Alona FysheAssistant Professor, Dept. of Computing Science & Dept. of Psychology, University of AlbertaVerified email at ualberta.ca
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.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	6793	1998
Machine learning: Trends, perspectives, and prospects MI Jordan, TM Mitchell Science 349 (6245), 255-260, 2015	4158	2015
Text classification from labeled and unlabeled documents using EM K Nigam, AK McCallum, S Thrun, T Mitchell Machine learning 39 (2), 103-134, 2000	4043	2000
Machine learning: a guide to current research TM Mitchell, JG Carbonell, RS Michalski Springer Science & Business Media, 1986	3372*	1986
Machine learning: An artificial intelligence approach RS Michalski, JG Carbonell, TM Mitchell Springer Science & Business Media, 2013	2768	2013
Explanation-based generalization: A unifying view TM Mitchell, RM Keller, ST Kedar-Cabelli Machine learning 1 (1), 47-80, 1986	2316	1986
Generalization as search TM Mitchell Artificial intelligence 18 (2), 203-226, 1982	2255	1982
Toward an architecture for never-ending language learning A Carlson, J Betteridge, B Kisiel, B Settles, ER Hruschka, TM Mitchell Twenty-Fourth AAAI conference on artificial intelligence, 2010	1966	2010
Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009	1689	2009
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1296	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	1290	2008
The need for biases in learning generalizations TM Mitchell Department of Computer Science, Laboratory for Computer Science Research …, 1980	1004	1980
Zero-shot learning with semantic output codes M Palatucci, D Pomerleau, GE Hinton, TM Mitchell Advances in neural information processing systems 22, 2009	996	2009
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	992	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	969	1995
Never-Ending Learning AAAI Conference on Artificial Intelligence, 2015	933*	2015
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	875	2004
The discipline of machine learning TM Mitchell Carnegie Mellon University, School of Computer Science, Machine Learning …, 2006	756	2006
Improving Text Classification by Shrinkage in a Hierarchy of Classes. A McCallum, R Rosenfeld, TM Mitchell, AY Ng ICML 98, 359-367, 1998	707	1998
An overview of machine learning JG Carbonell, RS Michalski, TM Mitchell Machine learning, 3-23, 1983	706	1983

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