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Robert Holte
Robert Holte
Verified email at ualberta.ca
Title
Cited by
Cited by
Year
Very simple classification rules perform well on most commonly used datasets
RC Holte
Machine learning 11 (1), 63-90, 1993
25781993
Machine learning for the detection of oil spills in satellite radar images
M Kubat, RC Holte, S Matwin
Machine learning 30 (2), 195-215, 1998
15581998
C4. 5, class imbalance, and cost sensitivity: why under-sampling beats over-sampling
C Drummond, RC Holte
Workshop on learning from imbalanced datasets II 11, 1-8, 2003
11622003
Concept Learning and the Problem of Small Disjuncts.
RC Holte, L Acker, BW Porter
IJCAI 89, 813-818, 1989
5601989
Concept learning and heuristic classification in weak-theory domains
BW Porter, R Bareiss, RC Holte
Artificial intelligence 45 (1-2), 229-263, 1990
4281990
Learning when negative examples abound
M Kubat, R Holte, S Matwin
European conference on machine learning, 146-153, 1997
3641997
Cost curves: An improved method for visualizing classifier performance
C Drummond, RC Holte
Machine learning 65 (1), 95-130, 2006
3622006
Approximating game-theoretic optimal strategies for full-scale poker
D Billings, N Burch, A Davidson, R Holte, J Schaeffer, T Schauenberg, ...
IJCAI 3, 661, 2003
3372003
Exploiting the cost (in) sensitivity of decision tree splitting criteria
C Drummond, RC Holte
ICML 1 (1), 2000
2892000
Explicitly representing expected cost: An alternative to ROC representation
C Drummond, RC Holte
Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000
2682000
Hierarchical A*: Searching abstraction hierarchies efficiently
RC Holte, MB Perez, RM Zimmer, AJ MacDonald
AAAI/IAAI, Vol. 1, 530-535, 1996
2191996
The pinwheel: A real-time scheduling problem
R Holte, A Mok, L Rosier, I Tulchinsky, D Varvel
Proceedings of the 22nd Hawaii International Conference of System Science …, 1989
2041989
Speeding up problem solving by abstraction: A graph oriented approach
RC Holte, T Mkadmi, RM Zimmer, AJ MacDonald
Artificial Intelligence 85 (1-2), 321-361, 1996
1631996
Theory and applications of agnostic PAC-learning with small decision trees
P Auer, RC Holte, W Maass
Machine Learning Proceedings 1995, 21-29, 1995
1631995
Enhanced partial expansion A
M Goldenberg, A Felner, R Stern, G Sharon, N Sturtevant, RC Holte, ...
Journal of Artificial Intelligence Research 50, 141-187, 2014
1282014
The exponentiated subgradient algorithm for heuristic boolean programming
D Schuurmans, F Southey, RC Holte
IJCAI, 334-341, 2001
1212001
Game-tree search with adaptation in stochastic imperfect-information games
D Billings, A Davidson, T Schauenberg, N Burch, M Bowling, R Holte, ...
International Conference on Computers and Games, 21-34, 2004
1152004
Learning heuristic functions for large state spaces
SJ Arfaee, S Zilles, RC Holte
Artificial Intelligence 175 (16-17), 2075-2098, 2011
972011
Fringe Search: Beating A* at Pathfinding on Game Maps.
Y Björnsson, M Enzenberger, RC Holte, J Schaeffer
CIG 5, 125-132, 2005
962005
Models of cooperative teaching and learning.
S Zilles, S Lange, R Holte, M Zinkevich, N Cesa-Bianchi
Journal of Machine Learning Research 12 (2), 2011
922011
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