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
59521998
Text classification from labeled and unlabeled documents using EM
K Nigam, AK McCallum, S Thrun, T Mitchell
Machine learning 39 (2-3), 103-134, 2000
36802000
An artificial intelligence approach
RS Mitchell, JG Michalski, TM Carbonell
Springer, 2013
29002013
M a c h ine L e a rnin g
T Mitchell
McCraw Hill, 1996
2879*1996
M a c h ine L e a rnin g
T Mitchell
McCraw Hill, 1996
2301*1996
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1 (1), 47-80, 1986
21761986
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
21031982
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
20772015
Toward an architecture for never-ending language learning.
A Carlson, J Betteridge, B Kisiel, B Settles, ER Hruschka Jr, TM Mitchell
Aaai 5 (3), 2010
17732010
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
14902009
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
12331997
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
11452008
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
9241998
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
9191995
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
8491980
Learning to decode cognitive states from brain images
TM Mitchell, R Hutchinson, RS Niculescu, F Pereira, X Wang, M Just, ...
Machine learning 57 (1-2), 145-175, 2004
8142004
Zero-shot learning with semantic output codes
M Palatucci, D Pomerleau, GE Hinton, TM Mitchell
Advances in neural information processing systems, 1410-1418, 2009
7412009
Improving Text Classification by Shrinkage in a Hierarchy of Classes.
A McCallum, R Rosenfeld, TM Mitchell, AY Ng
ICML 98, 359-367, 1998
6651998
Never-Ending Learning
AAAI Conference on Artificial Intelligence, 2015
643*2015
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
6282000
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