2006 |
34 | | Tom Bylander,
Lisa Tate:
Using Validation Sets to Avoid Overfitting in AdaBoost.
FLAIRS Conference 2006: 544-549 |
33 | EE | Roy Schwaerzel,
Tom Bylander:
Predicting currency exchange rates by genetic programming with trigonometric functions and high-order statistics.
GECCO 2006: 955-956 |
2002 |
32 | | Tom Bylander:
Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates.
Machine Learning 48(1-3): 287-297 (2002) |
1999 |
31 | | Tom Bylander,
Dennis Hanzlik:
Estimating Generalization Error Using Out-of-Bag Estimates.
AAAI/IAAI 1999: 321-327 |
1998 |
30 | EE | Tom Bylander:
Worst-Case Analysis of the Perceptron and Exponentiated Update Algorithms.
Artif. Intell. 106(2): 335-352 (1998) |
1997 |
29 | | Tom Bylander:
Worst-Case Absolute Loss Bounds for Linear Learning Algorithms.
AAAI/IAAI 1997: 485-490 |
28 | | Tom Bylander:
A Linear Programming Heuristic for Optimal Planning.
AAAI/IAAI 1997: 694-699 |
27 | EE | Tom Bylander:
The Binary Exponentiated Gradient Algorithm for Learning Linear Functions.
COLT 1997: 184-192 |
26 | EE | Tom Bylander:
Learning Probabilistically Consistent Linear Threshold Functions.
COLT 1997: 62-71 |
1996 |
25 | EE | Tom Bylander:
A Probabilistic Analysis of Propositional STRIPS Planning.
Artif. Intell. 81(1-2): 241-271 (1996) |
1994 |
24 | EE | Tom Bylander:
Learning Linear Threshold Functions in the Presence of Classification Noise.
COLT 1994: 340-347 |
23 | | Tom Bylander:
The Computational Complexity of Propositional STRIPS Planning.
Artif. Intell. 69(1-2): 165-204 (1994) |
1993 |
22 | | Tom Bylander:
An Average Case Analysis of Planning.
AAAI 1993: 480-485 |
21 | EE | Tom Bylander:
Polynomial Learnability of Linear Threshold Approximations.
COLT 1993: 297-302 |
1992 |
20 | | Tom Bylander:
Complexity Results for Serial Decomposability.
AAAI 1992: 729-734 |
1991 |
19 | | Tom Bylander:
The Qualitative Difference Resolution Rule.
AAAI 1991: 824-829 |
18 | | Tom Bylander:
Complexity Results for Planning.
IJCAI 1991: 274-279 |
17 | | Tom Bylander:
The Monotonic Abduction Problem: A Functional Characterization on the Edge of Tractability.
KR 1991: 70-77 |
16 | | Michael A. Weintraub,
Tom Bylander:
Generating Error Candidates for Assigning Blame in a Knowledge Base.
ML 1991: 33-37 |
15 | | Tom Bylander,
Dean Allemang,
Michael C. Tanner,
John R. Josephson:
The Computational Complexity of Abduction.
Artif. Intell. 49(1-3): 25-60 (1991) |
14 | EE | Ashok K. Goel,
Tom Bylander,
B. Chandrasekaran,
Thomas G. Dietterich,
Richard M. Keller,
Chris Tong:
Knowledge Compilation: A Symposium.
IEEE Expert 6(2): 71-93 (1991) |
13 | | Tom Bylander:
A Theory of Consolidation for Reasoning about Devices.
International Journal of Man-Machine Studies 35(4): 467-489 (1991) |
1989 |
12 | | Tom Bylander,
Dean Allemang,
Michael C. Tanner,
John R. Josephson:
Some Results Concerning the Computational Complexity of Abduction.
KR 1989: 44-54 |
11 | | David E. Hirsch,
Sheldon R. Simon,
Tom Bylander,
Michael A. Weintraub,
Peter Szolovits:
Using causal reasoning in gait analysis.
Applied Artificial Intelligence 3(2-3): 337-356 (1989) |
10 | EE | Ashok K. Goel,
Tom Bylander:
Computational Feasibility of Structured Matching.
IEEE Trans. Pattern Anal. Mach. Intell. 11(12): 1312-1316 (1989) |
1988 |
9 | | James A. Hendler,
B. Chandrasekaran,
Beth Adelson,
Richard Alterman,
Tom Bylander,
Michael Dyer:
Theoretical Issues in Conceptual Information Processing.
AI Magazine 9(4): 71-76 (1988) |
1987 |
8 | | Tom Bylander,
B. Chandrasekaran,
John R. Josephson:
The Generic Task Toolset.
HCI (2) 1987: 507-514 |
7 | | Dean Allemang,
Michael C. Tanner,
Tom Bylander,
John R. Josephson:
Computational Complexity of Hypothesis Assembly.
IJCAI 1987: 1112-1119 |
6 | EE | Nicholas J. Belkin,
Christine L. Borgman,
Helen M. Brooks,
Tom Bylander,
W. Bruce Croft,
Penny J. Daniels,
Scott C. Deerwester,
Edward A. Fox,
Peter Ingwersen,
Roy Rada:
Distributed Expert-Based Information Systems: An Interdisciplinary Approach.
Inf. Process. Manage. 23(5): 395-409 (1987) |
5 | | Tom Bylander,
B. Chandrasekaran:
Generic Tasks for Knowledge-Based Reasoning: The "Right" Level of Abstraction for Knowledge Acquisition.
International Journal of Man-Machine Studies 26(2): 231-243 (1987) |
1986 |
4 | | Tom Bylander,
Sanjay Mittal:
CRSL: A Language for Classificatory Problem Solving and Uncertainty Handling.
AI Magazine 7(3): 66-77 (1986) |
1985 |
3 | | Tom Bylander,
B. Chandrasekaran:
Understanding Behavior Using Consolidation.
IJCAI 1985: 450-454 |
2 | | B. Chandrasekaran,
Tom Bylander:
Artificial Intelligence Research at The Ohio State University.
AI Magazine 6(2): 74-79 (1985) |
1983 |
1 | | Tom Bylander,
Sanjay Mittal,
B. Chandrasekaran:
CSRL: A Language for Expert Systems for Diagnosis.
IJCAI 1983: 218-221 |