Tom Mitchell
Tom Mitchell
E. Fredkin University Professor of Machine Learning, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
Combining labeled and unlabeled data with co-training
A Blum, T Mitchell
Proceedings of the eleventh annual conference on Computational learning …, 1998
53361998
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
33832000
Robbins basic pathology e-book
V Kumar, AK Abbas, JC Aster
Elsevier Health Sciences, 2017
32262017
An artificial intelligence approach
RS Mitchell, JG Michalski, TM Carbonell
Berlin: Springer, 2013
2578*2013
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1 (1), 47-80, 1986
21161986
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
19931982
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
14042010
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
12752009
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
12171997
Machine learning. 1997
TM Mitchell
Burr Ridge, IL: McGraw Hill 45 (37), 870-877, 1997
1122*1997
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
10312015
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
9712008
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
9021995
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
8801998
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
7582004
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
7421980
Improving Text Classification by Shrinkage in a Hierarchy of Classes.
A McCallum, R Rosenfeld, TM Mitchell, AY Ng
ICML 98, 359-367, 1998
6361998
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
6032000
The monk's problems a performance comparison of different learning algorithms
SB Thrun, J Bala, E Bloedorn, I Bratko, B Cestnik, J Cheng, K De Jong, ...
5871991
Experience with a learning personal assistant
TM Mitchell, R Caruana, D Freitag, J McDermott, D Zabowski
Communications of the ACM 37 (7), 80-91, 1994
5811994
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Articles 1–20