Robert C. Holte

Robert Holte

2008
63		Uzi Zahavi, Ariel Felner, Neil Burch, Robert C. Holte: Predicting the Performance of IDA* with Conditional Distributions. AAAI 2008: 381-386
62	EE	Sandra Zilles, Steffen Lange, Robert Holte, Martin Zinkevich: Teaching Dimensions based on Cooperative Learning. COLT 2008: 135-146
61	EE	Mehdi Samadi, Maryam Siabani, Ariel Felner, Robert Holte: Compressing Pattern Databases with Learning. ECAI 2008: 495-499
60		Marcel Ball, Robert C. Holte: The Compression Power of Symbolic Pattern Databases. ICAPS 2008: 2-11
59	EE	Robert C. Holte, Chris Drummond: Cost-Sensitive Classifier Evaluation Using Cost Curves. PAKDD 2008: 26-29
58	EE	Shen Jiang, Sandra Zilles, Robert Holte: Empirical Analysis of the Rank Distribution of Relevant Documents in Web Search. Web Intelligence 2008: 208-213
57	EE	Uzi Zahavi, Ariel Felner, Robert C. Holte, Jonathan Schaeffer: Duality in permutation state spaces and the dual search algorithm. Artif. Intell. 172(4-5): 514-540 (2008)
2007
56	EE	Kenneth Dwyer, Robert Holte: Decision Tree Instability and Active Learning. ECML 2007: 128-139
55	EE	Yuxi Li, Janelle J. Harms, Robert C. Holte: Fast Exact MultiConstraint Shortest Path Algorithms. ICC 2007: 123-130
54	EE	Yuxi Li, Baochun Bai, Janelle J. Harms, Robert Holte: Stable and Robust Multipath Oblivious Routing for Traffic Engineering. International Teletraffic Congress 2007: 129-140
53	EE	Kenneth Anderson, Robert Holte, Jonathan Schaeffer: Partial Pattern Databases. SARA 2007: 20-34
52	EE	Fan Yang, Joseph C. Culberson, Robert Holte: Using Infeasibility to Improve Abstraction-Based Heuristics. SARA 2007: 413-414
51	EE	Ariel Felner, Richard E. Korf, Ram Meshulam, Robert C. Holte: Compressed Pattern Databases. J. Artif. Intell. Res. (JAIR) 30: 213-247 (2007)
2006
50		Uzi Zahavi, Ariel Felner, Robert Holte, Jonathan Schaeffer: Dual Search in Permutation State Spaces. AAAI 2006
49		Robert Niewiadomski, José Nelson Amaral, Robert C. Holte: Sequential and Parallel Algorithms for Frontier A* with Delayed Duplicate Detection. AAAI 2006
48	EE	Maria-Luiza Antonie, Osmar R. Zaïane, Robert C. Holte: Learning to Use a Learned Model: A Two-Stage Approach to Classification. ICDM 2006: 33-42
47	EE	Robert Niewiadomski, José Nelson Amaral, Robert C. Holte: A Parallel External-Memory Frontier Breadth-First Traversal Algorithm for Clusters of Workstations. ICPP 2006: 531-538
46	EE	Yuxi Li, Janelle J. Harms, Robert Holte: Optimal Traffic-Oblivious Energy-Aware Routing for Multihop Wireless Networks. INFOCOM 2006
45	EE	Robert C. Holte, Ariel Felner, Jack Newton, Ram Meshulam, David Furcy: Maximizing over multiple pattern databases speeds up heuristic search. Artif. Intell. 170(16-17): 1123-1136 (2006)
44	EE	Chris Drummond, Robert C. Holte: Cost curves: An improved method for visualizing classifier performance. Machine Learning 65(1): 95-130 (2006)
2005
43		Finnegan Southey, Robert C. Holte: SAGA-ML: An Active Learning System for Semiautomated Gameplay Analysis. AAAI 2005: 1708-1709
42		Bret Hoehn, Finnegan Southey, Robert C. Holte, Valeriy Bulitko: Effective Short-Term Opponent Exploitation in Simplified Poker. AAAI 2005: 783-788
41		Gang Xiao, Finnegan Southey, Robert C. Holte, Dana F. Wilkinson: Software Testing by Active Learning for Commercial Games. AAAI 2005: 898-903
40		Finnegan Southey, Gang Xiao, Robert C. Holte, Mark Trommelen, John W. Buchanan: Semi-Automated Gameplay Analysis by Machine Learning. AIIDE 2005: 123-128
39	EE	Yngvi Björnsson, Markus Enzenberger, Robert C. Holte, Jonathan Schaeffer: Fringe Search: Beating A* at Pathfinding on Game Maps. CIG 2005
38	EE	Chris Drummond, Robert C. Holte: Severe Class Imbalance: Why Better Algorithms Aren't the Answer. ECML 2005: 539-546
37	EE	Ariel Felner, Uzi Zahavi, Jonathan Schaeffer, Robert C. Holte: Dual Lookups in Pattern Databases. IJCAI 2005: 103-108
36	EE	Robert C. Holte, Jeffery Grajkowski, Brian Tanner: Hierarchical Heuristic Search Revisited. SARA 2005: 121-133
2004
35		Ariel Felner, Ram Meshulam, Robert C. Holte, Richard E. Korf: Compressing Pattern Databases. AAAI 2004: 638-643
34	EE	Darse Billings, Aaron Davidson, Terence Schauenberg, Neil Burch, Michael H. Bowling, Robert C. Holte, Jonathan Schaeffer, Duane Szafron: Game-Tree Search with Adaptation in Stochastic Imperfect-Information Games. Computers and Games 2004: 21-34
33		Robert C. Holte, Jack Newton, Ariel Felner, Ram Meshulam, David Furcy: Multiple Pattern Databases. ICAPS 2004: 122-131
32		Chris Drummond, Robert C. Holte: What ROC Curves Can't Do (and Cost Curves Can). ROCAI 2004: 19-26
31	EE	Robert Niewiadomski, José Nelson Amaral, Robert C. Holte: A performance study of data layout techniques for improving data locality in refinement-based pathfinding. ACM Journal of Experimental Algorithmics 9: (2004)
30	EE	Nada Lavrac, Hiroshi Motoda, Tom Fawcett, Robert Holte, Pat Langley, Pieter W. Adriaans: Introduction: Lessons Learned from Data Mining Applications and Collaborative Problem Solving. Machine Learning 57(1-2): 13-34 (2004)
2003
29	EE	Robert Niewiadomski, José Nelson Amaral, Robert C. Holte: Crafting Data Structures: A Study of Reference Locality in Refinement-Based Pathfinding. HiPC 2003: 438-448
28		Yngvi Björnsson, Markus Enzenberger, Robert Holte, Jonathan Schaeffer, Peter Yap: Comparison of Different Grid Abstractions for Pathfinding on Maps. IJCAI 2003: 1511-1512
27		Darse Billings, Neil Burch, Aaron Davidson, Robert C. Holte, Jonathan Schaeffer, Terence Schauenberg, Duane Szafron: Approximating Game-Theoretic Optimal Strategies for Full-scale Poker. IJCAI 2003: 661-668
26		Sven Koenig, Robert C. Holte: The Fifth Symposium on Abstraction, Reformulation, and Approximation (SARA-2002). AI Magazine 24(1): 99-100 (2003)
2002
25		Sven Koenig, Robert C. Holte: Abstraction, Reformulation and Approximation, 5th International Symposium, SARA 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings Springer 2002
2001
24	EE	Robert C. Holte: Combinatorial Auctions, Knapsack Problems, and Hill-Climbing Search. Canadian Conference on AI 2001: 57-66
23		Dale Schuurmans, Finnegan Southey, Robert C. Holte: The Exponentiated Subgradient Algorithm for Heuristic Boolean Programming. IJCAI 2001: 334-341
22		Yves Lespérance, Gerd Wagner, William P. Birmingham, Kurt D. Bollacker, Alexander Nareyek, J. Paul Walser, David W. Aha, Timothy W. Finin, Benjamin N. Grosof, Nathalie Japkowicz, Robert Holte, Lise Getoor, Carla P. Gomes, Holger H. Hoos, Alan C. Schultz, Miroslav Kubat, Tom M. Mitchell, Jörg Denzinger, Yolanda Gil, Karen L. Myers, Claudio Bettini, Angelo Montanari: AAAI 2000 Workshop Reports. AI Magazine 22(1): 127-136 (2001)
2000
21		Chris Drummond, Robert C. Holte: Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria. ICML 2000: 239-246
20	EE	Chris Drummond, Robert C. Holte: Explicitly representing expected cost: an alternative to ROC representation. KDD 2000: 198-207
19	EE	István T. Hernádvölgyi, Robert C. Holte: Experiments with Automatically Created Memory-Based Heuristics. SARA 2000: 281-290
18	EE	Chris Drummond, Dan Ionescu, Robert C. Holte: A Learning Agent that Assists the Browsing of Software Libraries. IEEE Trans. Software Eng. 26(12): 1179-1196 (2000)
1999
17		Robert C. Holte, István T. Hernádvölgyi: A Space-Time Tradeoff for Memory-Based Heuristics. AAAI/IAAI 1999: 704-709
1998
16	EE	Joel D. Martin, Robert Holte: Searching for Content-Based Addresses on the World-Wide Web. ACM DL 1998: 299-300
15		Miroslav Kubat, Robert C. Holte, Stan Matwin: Machine Learning for the Detection of Oil Spills in Satellite Radar Images. Machine Learning 30(2-3): 195-215 (1998)
1997
14		Miroslav Kubat, Robert C. Holte, Stan Matwin: Learning When Negative Examples Abound. ECML 1997: 146-153
13		Robert M. Zimmer, Robert C. Holte, Alan J. MacDonald: The Impact of Representation on the Efficacy of Artificial Intelligence: The Case of Genetic Algorithms. AI Soc. 11(1): 76-87 (1997)
1996
12		Robert C. Holte, M. B. Perez, Robert M. Zimmer, Alan J. MacDonald: Hierarchical A*: Searching Abstraction Hierarchies Efficiently. AAAI/IAAI, Vol. 1 1996: 530-535
11		Robert C. Holte, John Ng Yuen Yan: Inferring What a User Is Not Interested in. Canadian Conference on AI 1996: 159-171
10		Chris Drummond, Dan Ionescu, Robert Holte, Nicolas D. Georganas, Emil M. Petriu: Intelligent Browsing for Multimedia Applications. ICMCS 1996: 386-389
9	EE	Robert C. Holte, T. Mkadmi, Robert M. Zimmer, Alan J. MacDonald: Speeding up Problem Solving by Abstraction: A Graph Oriented Approach. Artif. Intell. 85(1-2): 321-361 (1996)
1995
8		Peter Auer, Robert C. Holte, Wolfgang Maass: Theory and Applications of Agnostic PAC-Learning with Small Decision Trees. ICML 1995: 21-29
1993
7		Robert C. Holte: Very Simple Classification Rules Perform Well on Most Commonly Used Datasets. Machine Learning 11: 63-91 (1993)
1992
6		Peter Clark, Robert C. Holte: Lazy Partial Evaluation: An Integration of Explanation-Based Generalization and Partial Evaluation. ML 1992: 82-91
5		Robert Holte, Louis E. Rosier, Igor Tulchinsky, Donald A. Varvel: Pinwheel Scheduling with Two Distinct Numbers. Theor. Comput. Sci. 100(1): 105-135 (1992)
1990
4		Bruce W. Porter, Ray Bareiss, Robert C. Holte: Concept Learning and Heuristic Classification in WeakTtheory Domains. Artif. Intell. 45(1-2): 229-263 (1990)
1989
3		Robert C. Holte, Liane Acker, Bruce W. Porter: Concept Learning and the Problem of Small Disjuncts. IJCAI 1989: 813-818
2		Robert Holte, Louis E. Rosier, Igor Tulchinsky, Donald A. Varvel: Pinwheel Scheduling With Tow Distinct Numbers. MFCS 1989: 281-290
1		Robert C. Holte, Robert M. Zimmer: A Mathematical Framework for Studying Representation. ML 1989: 454-456

Coauthor Index

1	Liane Acker	[3]
2	Pieter W. Adriaans	[30]
3	David W. Aha	[22]
4	José Nelson Amaral (José N. Amaral)	[29] [31] [47] [49]
5	Kenneth Anderson	[53]
6	Maria-Luiza Antonie	[48]
7	Peter Auer	[8]
8	Baochun Bai	[54]
9	Marcel Ball	[60]
10	Ray Bareiss	[4]
11	Claudio Bettini	[22]
12	Darse Billings	[27] [34]
13	William P. Birmingham	[22]
14	Yngvi Björnsson	[28] [39]
15	Kurt D. Bollacker	[22]
16	Michael H. Bowling	[34]
17	John W. Buchanan	[40]
18	Valeriy Bulitko	[42]
19	Neil Burch	[27] [34] [63]
20	Peter Clark	[6]
21	Joseph C. Culberson	[52]
22	Aaron Davidson	[27] [34]
23	Jörg Denzinger	[22]
24	Chris Drummond	[10] [18] [20] [21] [32] [38] [44] [59]
25	Kenneth Dwyer	[56]
26	Markus Enzenberger	[28] [39]
27	Tom Fawcett	[30]
28	Ariel Felner	[33] [35] [37] [45] [50] [51] [57] [61] [63]
29	Timothy W. Finin (Tim Finin)	[22]
30	David Furcy	[33] [45]
31	Nicolas D. Georganas	[10]
32	Lise Getoor	[22]
33	Yolanda Gil	[22]
34	Carla P. Gomes	[22]
35	Jeffery Grajkowski	[36]
36	Benjamin N. Grosof	[22]
37	Janelle J. Harms	[46] [54] [55]
38	István T. Hernádvölgyi	[17] [19]
39	Bret Hoehn	[42]
40	Holger H. Hoos (Holger Hoos)	[22]
41	Dan Ionescu	[10] [18]
42	Nathalie Japkowicz	[22]
43	Shen Jiang	[58]
44	Sven Koenig	[25] [26]
45	Richard E. Korf	[35] [51]
46	Miroslav Kubat	[14] [15] [22]
47	Steffen Lange	[62]
48	Pat Langley	[30]
49	Nada Lavrac	[30]
50	Yves Lespérance	[22]
51	Yuxi Li	[46] [54] [55]
52	Wolfgang Maass	[8]
53	Alan J. MacDonald	[9] [12] [13]
54	Joel D. Martin	[16]
55	Stan Matwin	[14] [15]
56	Ram Meshulam	[33] [35] [45] [51]
57	Tom M. Mitchell	[22]
58	T. Mkadmi	[9]
59	Angelo Montanari	[22]
60	Hiroshi Motoda	[30]
61	Karen L. Myers	[22]
62	Alexander Nareyek	[22]
63	Jack Newton	[33] [45]
64	Robert Niewiadomski	[29] [31] [47] [49]
65	M. B. Perez	[12]
66	Emil M. Petriu	[10]
67	Bruce W. Porter	[3] [4]
68	Louis E. Rosier	[2] [5]
69	Mehdi Samadi	[61]
70	Jonathan Schaeffer	[27] [28] [34] [37] [39] [50] [53] [57]
71	Terence Schauenberg	[27] [34]
72	Alan C. Schultz	[22]
73	Dale Schuurmans	[23]
74	Maryam Siabani	[61]
75	Finnegan Southey	[23] [40] [41] [42] [43]
76	Duane Szafron	[27] [34]
77	Brian Tanner	[36]
78	Mark Trommelen	[40]
79	Igor Tulchinsky	[2] [5]
80	Donald A. Varvel	[2] [5]
81	Gerd Wagner	[22]
82	J. Paul Walser	[22]
83	Dana F. Wilkinson	[41]
84	Gang Xiao	[40] [41]
85	John Ng Yuen Yan	[11]
86	Fan Yang	[52]
87	Peter Yap	[28]
88	Uzi Zahavi	[37] [50] [57] [63]
89	Osmar R. Zaïane	[48]
90	Sandra Zilles	[58] [62]
91	Robert M. Zimmer	[1] [9] [12] [13]
92	Martin Zinkevich	[62]

Colors in the list of coauthors