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
59961998
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
36982000
An artificial intelligence approach
RS Mitchell, JG Michalski, TM Carbonell
Springer, 2013
29212013
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1 (1), 47-80, 1986
21811986
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
21442015
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
21091982
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
17912010
Introduction to machine learning
T Mitchell
Machine Learning 7, 2-5, 1997
17581997
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
15042009
Machine learning. 1997
TM Mitchell
Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997
1442*1997
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
12351997
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
11582008
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
9301998
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
9211995
Machine learning. 1997
TM Mitchell
Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997
860*1997
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
8531980
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
8212004
Zero-shot learning with semantic output codes
M Palatucci, D Pomerleau, GE Hinton, TM Mitchell
Advances in neural information processing systems, 1410-1418, 2009
7622009
Improving Text Classification by Shrinkage in a Hierarchy of Classes.
A McCallum, R Rosenfeld, TM Mitchell, AY Ng
ICML 98, 359-367, 1998
6681998
Never-Ending Learning
AAAI Conference on Artificial Intelligence, 2015
652*2015
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