Tom Mitchell

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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
Kamal NigamGoogleVerified email at kamalnigam.com
Dayne FreitagProgram Director, SRI InternationalVerified email at ai.sri.com
Estevam HruschkaMegagon LabsVerified email at megagon.ai
Andy CarlsonCarnegie MellonVerified email at cs.cmu.edu
Justin BetteridgePhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Brian R. MurphyProfessor of Fisheries Science, Virginia TechVerified email at vt.edu
Emmanouil Antonios PlataniosResearch Scientist, Scaled CognitionVerified email at scaledcognition.com
Francisco PereiraMachine Learning Team, National Institute of Mental HealthVerified email at nih.gov
Alona FysheAssociate Professor, Dept. of Computing Science & Dept. of Psychology, University of AlbertaVerified email at ualberta.ca
Rich CaruanaMicrosoft ResearchVerified email at microsoft.com
Bruce BuchananUniversity Professor of Computer Science, University of PittsburghVerified email at cs.pitt.edu
Leila WehbeCarnegie Mellon UniversityVerified email at cmu.edu
Rebecca HutchinsonOregon State UniversityVerified email at eecs.orst.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Erik BrynjolfssonProfessor at Stanford; NBER; Stanford Digital Economy LabVerified email at stanford.edu
Brad A. MyersCharles M. Geschke Director and Professor of Human-Computer Interaction, Carnegie Mellon UniversityVerified email at cs.cmu.edu
William W. CohenGoogle AIVerified email at google.com

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	7444	1998
Machine learning: Trends, perspectives, and prospects MI Jordan, TM Mitchell Science 349 (6245), 255-260, 2015	7305	2015
Text classification from labeled and unlabeled documents using EM K Nigam, AK McCallum, S Thrun, T Mitchell Machine learning 39, 103-134, 2000	4263	2000
Machine learning: An artificial intelligence approach RS Michalski, JG Carbonell, TM Mitchell Springer Science & Business Media, 2013	3599*	2013
Global analysis of protein activities using proteome chips H Zhu, M Bilgin, R Bangham, D Hall, A Casamayor, P Bertone, N Lan, ... science 293 (5537), 2101-2105, 2001	2970	2001
Explanation-based generalization: A unifying view TM Mitchell, RM Keller, ST Kedar-Cabelli Machine learning 1, 47-80, 1986	2425	1986
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), 1306-1313, 2010	2365	2010
Generalization as search TM Mitchell Artificial intelligence 18 (2), 203-226, 1982	2343	1982
Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009	1881	2009
Machine learning TM Mitchell	1849	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	1407	2008
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1323	1997
Never-Ending Learning AAAI Conference on Artificial Intelligence, 2015	1204*	2015
The need for biases in learning generalizations TM Mitchell Department of Computer Science, Laboratory for Computer Science Research …, 1980	1192	1980
Zero-shot learning with semantic output codes M Palatucci, D Pomerleau, GE Hinton, TM Mitchell Advances in neural information processing systems 22, 2009	1181	2009
Machine learning: a guide to current research, vol. 12 TM Mitchell, JG Carbonell, RS Michalski Springer Science & Business Media, 1986	1101*	1986
What can machine learning do? Workforce implications E Brynjolfsson, T Mitchell Science 358 (6370), 1530-1534, 2017	1050	2017
Learning to extract symbolic knowledge from the World Wide Web M Craven, D DiPasquo, D Freitag, A McCallum, T Mitchell, K Nigam, ... AAAI/IAAI 3 (3.6), 2, 1998	1032	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	987	1995
The discipline of machine learning TM Mitchell Carnegie Mellon University, School of Computer Science, Machine Learning …, 2006	925	2006

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