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Tom Mitchell
Tom Mitchell
Founders University Professor of Machine Learning, Carnegie Mellon University
Bestätigte E-Mail-Adresse bei cs.cmu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Machine learning
TM Mitchell, TM Mitchell
McGraw-hill 1 (9), 1997
394691997
Machine learning: Trends, perspectives, and prospects
MI Jordan, TM Mitchell
Science 349 (6245), 255-260, 2015
97412015
Combining labeled and unlabeled data with co-training
A Blum, T Mitchell
Proceedings of the eleventh annual conference on Computational learning …, 1998
77251998
Text classification from labeled and unlabeled documents using EM
K Nigam, AK McCallum, S Thrun, T Mitchell
Machine learning 39, 103-134, 2000
43382000
Machine learning: An artificial intelligence approach
RS Michalski
Springer Science & Business Media, 2013
3819*2013
Global analysis of protein activities using proteome chips
H Zhu, M Bilgin, R Bangham, D Hall, A Casamayor, P Bertone, N Lan, ...
science 293 (5537), 2101-2105, 2001
30272001
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), 1306-1313, 2010
25392010
Explanation-based generalization: A unifying view
TM Mitchell, RM Keller, ST Kedar-Cabelli
Machine learning 1, 47-80, 1986
24971986
Generalization as search
TM Mitchell
Artificial intelligence 18 (2), 203-226, 1982
23961982
Machine learning: a guide to current research, vol. 12
TM Mitchell, JG Carbonell, RS Michalski
Springer Science & Business Media, 1986
1999*1986
Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
19822009
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
14692008
Never-Ending Learning
AAAI Conference on Artificial Intelligence, 2015
1338*2015
Webwatcher: A tour guide for the world wide web
T Joachims, D Freitag, T Mitchell
IJCAI (1), 770-777, 1997
13291997
What can machine learning do? Workforce implications
E Brynjolfsson, T Mitchell
Science 358 (6370), 1530-1534, 2017
13192017
Zero-shot learning with semantic output codes
M Palatucci, D Pomerleau, GE Hinton, TM Mitchell
Advances in neural information processing systems 22, 2009
13012009
The need for biases in learning generalizations
TM Mitchell
Department of Computer Science, Laboratory for Computer Science Research …, 1980
12741980
Learning to extract symbolic knowledge from the World Wide Web
M Craven, D DiPasquo, D Freitag, A McCallum, T Mitchell, K Nigam, ...
AAAI/IAAI 3 (3.6), 2, 1998
10861998
An overview of machine learning
JG Carbonell, RS Michalski, TM Mitchell
Machine learning, 3-23, 1983
10171983
The discipline of machine learning
TM Mitchell
Carnegie Mellon University, School of Computer Science, Machine Learning …, 2006
10152006
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