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
64471998
Text classification from labeled and unlabeled documents using EM
K Nigam, AK McCallum, S Thrun, T Mitchell
Machine learning 39 (2), 103-134, 2000
39032000
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
28452015
Machine learning: An artificial intelligence approach
RS Michalski, JG Carbonell, TM Mitchell
Springer Science & Business Media, 2013
26242013
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1 (1), 47-80, 1986
22571986
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
22131982
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
17932010
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
16112009
Machine learning. 1997
TM Mitchell
Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997
1535*1997
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
12671997
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
12482008
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
9631998
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
9541995
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
9501980
Machine learning. 1997
TM Mitchell
Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997
890*1997
Zero-shot learning with semantic output codes
MM Palatucci, DA Pomerleau, GE Hinton, T Mitchell
Carnegie Mellon University, 2009
8822009
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
8612004
Never-Ending Learning
AAAI Conference on Artificial Intelligence, 2015
789*2015
Improving Text Classification by Shrinkage in a Hierarchy of Classes.
A McCallum, R Rosenfeld, TM Mitchell, AY Ng
ICML 98, 359-367, 1998
7021998
The discipline of machine learning
TM Mitchell
Carnegie Mellon University, School of Computer Science, Machine Learning …, 2006
6562006
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