Robert Holte
Robert Holte
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Very simple classification rules perform well on most commonly used datasets
RC Holte
Machine learning 11, 63-90, 1993
Machine learning for the detection of oil spills in satellite radar images
M Kubat, RC Holte, S Matwin
Machine learning 30, 195-215, 1998
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
Concept Learning and the Problem of Small Disjuncts.
RC Holte, L Acker, BW Porter
IJCAI 89, 813-818, 1989
Concept learning and heuristic classification in weak-theory domains
BW Porter, R Bareiss, RC Holte
Artificial intelligence 45 (1-2), 229-263, 1990
Learning when negative examples abound
M Kubat, R Holte, S Matwin
Machine Learning: ECML-97: 9th European Conference on Machine Learning …, 1997
Cost curves: An improved method for visualizing classifier performance
C Drummond, RC Holte
Machine learning 65, 95-130, 2006
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
Exploiting the cost (in) sensitivity of decision tree splitting criteria
C Drummond, RC Holte
ICML 1 (1), 2000
Explicitly representing expected cost: An alternative to ROC representation
C Drummond, RC Holte
Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000
Hierarchical A*: Searching abstraction hierarchies efficiently
RC Holte, MB Perez, RM Zimmer, AJ MacDonald
AAAI/IAAI, Vol. 1, 530-535, 1996
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
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
Theory and applications of agnostic PAC-learning with small decision trees
P Auer, RC Holte, W Maass
Machine Learning Proceedings 1995, 21-29, 1995
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
Learning heuristic functions for large state spaces
SJ Arfaee, S Zilles, RC Holte
Artificial Intelligence 175 (16-17), 2075-2098, 2011
The exponentiated subgradient algorithm for heuristic boolean programming
D Schuurmans, F Southey, RC Holte
IJCAI, 334-341, 2001
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
Game-tree search with adaptation in stochastic imperfect-information games
D Billings, A Davidson, T Schauenberg, N Burch, M Bowling, R Holte, ...
Computers and Games: 4th International Conference, CG 2004, Ramat-Gan …, 2006
Fringe Search: Beating A* at Pathfinding on Game Maps.
Y Björnsson, M Enzenberger, RC Holte, J Schaeffer
CIG 5, 125-132, 2005
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