Tom Mitchell
Tom Mitchell
Founders University Professor of Machine Learning, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
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
63001998
Text classification from labeled and unlabeled documents using EM
K Nigam, AK McCallum, S Thrun, T Mitchell
Machine learning 39 (2), 103-134, 2000
38392000
An artificial intelligence approach
R Mitchell, J Michalski, T Carbonell
Springer, 2013
28522013
Machine learning
TM Mitchell
McGraw-hill 1 (9), 1997
2827*1997
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
25572015
Machine learning
TM Mitchell
McGraw-hill 1 (9), 1997
2215*1997
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1 (1), 47-80, 1986
22121986
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
21381982
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
19092010
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
15782009
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
12631997
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
12192008
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
9491998
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
9471995
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
8991980
Zero-shot learning with semantic output codes
MM Palatucci, DA Pomerleau, GE Hinton, T Mitchell
Carnegie Mellon University, 2009
8522009
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
8492004
Never-Ending Learning
AAAI Conference on Artificial Intelligence, 2015
738*2015
Improving Text Classification by Shrinkage in a Hierarchy of Classes.
A McCallum, R Rosenfeld, TM Mitchell, AY Ng
ICML 98, 359-367, 1998
6881998
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
6462000
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