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
62601998
Text classification from labeled and unlabeled documents using EM
K Nigam, AK McCallum, S Thrun, T Mitchell
Machine learning 39 (2), 103-134, 2000
38152000
An artificial intelligence approach
R Mitchell, J Michalski, T Carbonell
Springer, 2013
27882013
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
24822015
Machine learning
TM Mitchell
McGraw-hill 1 (9), 1997
2439*1997
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1 (1), 47-80, 1986
21601986
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
21041982
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
18862010
Machine learning
TM Mitchell
McGraw-hill 1 (9), 1997
1831*1997
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
15592009
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
12571997
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
12122008
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
9421998
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
9331995
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
8771980
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
8452004
Zero-shot learning with semantic output codes
MM Palatucci, DA Pomerleau, GE Hinton, T Mitchell
Carnegie Mellon University, 2009
8422009
Never-Ending Learning
AAAI Conference on Artificial Intelligence, 2015
726*2015
Improving Text Classification by Shrinkage in a Hierarchy of Classes.
A McCallum, R Rosenfeld, TM Mitchell, AY Ng
ICML 98, 359-367, 1998
6841998
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
6432000
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