Tom Mitchell

Cited by

	All	Since 2017
Citations	98540	34826
h-index	94	62
i10-index	253	164

8000

4000

2000

6000

1986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022475 447 536 663 687 670 660 685 737 694 740 709 944 1032 1265 1602 1927 2420 2561 2949 2849 3250 3182 3365 3469 3524 3759 3697 3942 3958 4323 4646 5412 6142 6478 7244 4856

Public access

View all

47 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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
Kamal NigamGoogleVerified email at kamalnigam.com
Justin BetteridgePhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
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
Alona FysheAssistant Professor, Dept. of Computing Science & Dept. of Psychology, University of AlbertaVerified email at ualberta.ca
Rebecca HutchinsonOregon State UniversityVerified email at eecs.orst.edu
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
William W. CohenGoogle AIVerified email at google.com
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
Machine learning TM Mitchell, TM Mitchell McGraw-hill 1 (9), 1997	34098	1997
Combining labeled and unlabeled data with co-training A Blum, T Mitchell Proceedings of the eleventh annual conference on Computational learning …, 1998	6923	1998
Machine learning: Trends, perspectives, and prospects MI Jordan, TM Mitchell Science 349 (6245), 255-260, 2015	4752	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	4070	2000
Machine learning: An artificial intelligence approach RS Michalski, JG Carbonell, TM Mitchell Springer Science & Business Media, 2013	2794	2013
Explanation-based generalization: A unifying view TM Mitchell, RM Keller, ST Kedar-Cabelli Machine learning 1 (1), 47-80, 1986	2342	1986
Generalization as search TM Mitchell Artificial intelligence 18 (2), 203-226, 1982	2269	1982
Machine learning T Mitchell, B Buchanan, G DeJong, T Dietterich, P Rosenbloom, A Waibel Annual review of computer science 4 (1), 417-433, 1990	2126*	1990
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	2053	2010
Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009	1733	2009
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	1316	2008
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1302	1997
The need for biases in learning generalizations TM Mitchell Department of Computer Science, Laboratory for Computer Science Research …, 1980	1066	1980
Zero-shot learning with semantic output codes M Palatucci, D Pomerleau, GE Hinton, TM Mitchell Advances in neural information processing systems 22, 2009	1039	2009
Never-Ending Learning AAAI Conference on Artificial Intelligence, 2015	998*	2015
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	995	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	984	1995
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	879	2004
The discipline of machine learning TM Mitchell Carnegie Mellon University, School of Computer Science, Machine Learning …, 2006	809	2006
An overview of machine learning JG Carbonell, RS Michalski, TM Mitchell Machine learning, 3-23, 1983	715	1983

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors