Tom Mitchell

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Sebastian ThrunProfessor of Computer Science, StanfordCorreu electrònic verificat a stanford.edu
Partha TalukdarGoogle Research and IISc BangaloreCorreu electrònic verificat a iisc.ac.in
Marcel JustProfessor of Psychology, Carnegie Mellon UniversityCorreu electrònic verificat a cmu.edu
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstCorreu electrònic verificat a cs.umass.edu
Estevam HruschkaMegagon LabsCorreu electrònic verificat a megagon.ai
Dayne FreitagProgram Director, SRI InternationalCorreu electrònic verificat a ai.sri.com
Kamal NigamGoogleCorreu electrònic verificat a kamalnigam.com
Andy CarlsonCarnegie MellonCorreu electrònic verificat a cs.cmu.edu
Bruce BuchananUniversity Professor of Computer Science (Emeritus), University of PittsburghCorreu electrònic verificat a cs.pitt.edu
Justin BetteridgePhD Student, Carnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Brian R. MurphyProfessor of Fisheries Science, Virginia TechCorreu electrònic verificat a vt.edu
Emmanouil Antonios PlataniosResearch Scientist, Scaled CognitionCorreu electrònic verificat a scaledcognition.com
Thomas DietterichDistinguished Professor (Emeritus), Computer Science, Oregon State UniversityCorreu electrònic verificat a cs.orst.edu
Francisco PereiraMachine Learning Team, National Institute of Mental HealthCorreu electrònic verificat a nih.gov
Rich CaruanaMicrosoft ResearchCorreu electrònic verificat a microsoft.com
Alona FysheAssociate Professor, Dept. of Computing Science & Dept. of Psychology, University of AlbertaCorreu electrònic verificat a ualberta.ca
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyCorreu electrònic verificat a cs.berkeley.edu
Rebecca HutchinsonOregon State UniversityCorreu electrònic verificat a eecs.orst.edu
Erik BrynjolfssonProfessor at Stanford; NBER; Stanford Digital Economy LabCorreu electrònic verificat a stanford.edu
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoCorreu electrònic verificat a ttic.edu

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Tom Mitchell

Founders University Professor of Machine Learning, Carnegie Mellon University

Correu electrònic verificat a cs.cmu.edu - Pàgina d'inici

Machine Learning cognitive neuroscience natural language understanding


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Machine learning: Trends, perspectives, and prospects MI Jordan, TM Mitchell Science 349 (6245), 255-260, 2015	8530	2015
Combining labeled and unlabeled data with co-training A Blum, T Mitchell Proceedings of the eleventh annual conference on Computational learning …, 1998	7597	1998
Text classification from labeled and unlabeled documents using EM K Nigam, AK McCallum, S Thrun, T Mitchell Machine learning 39, 103-134, 2000	4275	2000
Machine learning: An artificial intelligence approach RS Michalski, JG Carbonell, TM Mitchell Springer Science & Business Media, 2013	3753*	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	3004	2001
Explanation-based generalization: A unifying view TM Mitchell, RM Keller, ST Kedar-Cabelli Machine learning 1, 47-80, 1986	2466	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	2455	2010
Generalization as search TM Mitchell Artificial intelligence 18 (2), 203-226, 1982	2365	1982
Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009	1926	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	1442	2008
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1316	1997
Machine learning T Mitchell, B Buchanan, G DeJong, T Dietterich, P Rosenbloom, A Waibel Annual review of computer science 4 (1), 417-433, 1990	1299*	1990
Never-Ending Learning AAAI Conference on Artificial Intelligence, 2015	1277*	2015
Zero-shot learning with semantic output codes M Palatucci, D Pomerleau, GE Hinton, TM Mitchell Advances in neural information processing systems 22, 2009	1253	2009
The need for biases in learning generalizations TM Mitchell Department of Computer Science, Laboratory for Computer Science Research …, 1980	1231	1980
What can machine learning do? Workforce implications E Brynjolfsson, T Mitchell Science 358 (6370), 1530-1534, 2017	1184	2017
Machine learning: a guide to current research, vol. 12 TM Mitchell, JG Carbonell, RS Michalski Springer Science & Business Media, 1986	1118*	1986
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	1058	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	996	1995
The discipline of machine learning TM Mitchell Carnegie Mellon University, School of Computer Science, Machine Learning …, 2006	976	2006

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