 | 2011 |
|---|
| 39 |       | Tom Bylander:
Learning Linear Functions with Quadratic and Linear Multiplicative Updates.
ICML 2011: 505-512 |
| 38 |  | Steven O'Hara,
Tom Bylander:
Numeric Query Answering on the Web.
Int. J. Semantic Web Inf. Syst. 7(1): 1-17 (2011) |
| 2010 |
|---|
| 37 | | Tom Bylander:
Transforming examples for multiclass boosting.
J. Exp. Theor. Artif. Intell. 22(1): 53-65 (2010) |
| 2006 |
|---|
| 36 | | Tom Bylander,
Lisa Tate:
Using Validation Sets to Avoid Overfitting in AdaBoost.
FLAIRS Conference 2006: 544-549 |
| 35 | | Roy Schwaerzel,
Tom Bylander:
Predicting currency exchange rates by genetic programming with trigonometric functions and high-order statistics.
GECCO 2006: 955-956 |
| 2002 |
|---|
| 34 | | Tom Bylander:
Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates.
Machine Learning 48(1-3): 287-297 (2002) |
| 1999 |
|---|
| 33 | | Tom Bylander,
Dennis Hanzlik:
Estimating Generalization Error Using Out-of-Bag Estimates.
AAAI/IAAI 1999: 321-327 |
| 1998 |
|---|
| 32 | | Tom Bylander:
Worst-Case Analysis of the Perceptron and Exponentiated Update Algorithms.
Artif. Intell. 106(2): 335-352 (1998) |
| 1997 |
|---|
| 31 | | Tom Bylander:
Worst-Case Absolute Loss Bounds for Linear Learning Algorithms.
AAAI/IAAI 1997: 485-490 |
| 30 | | Tom Bylander:
A Linear Programming Heuristic for Optimal Planning.
AAAI/IAAI 1997: 694-699 |
| 29 | | Tom Bylander:
The Binary Exponentiated Gradient Algorithm for Learning Linear Functions.
COLT 1997: 184-192 |
| 28 | | Tom Bylander:
Learning Probabilistically Consistent Linear Threshold Functions.
COLT 1997: 62-71 |
| 1996 |
|---|
| 27 | | Tom Bylander:
A Probabilistic Analysis of Propositional STRIPS Planning.
Artif. Intell. 81(1-2): 241-271 (1996) |
| 1994 |
|---|
| 26 | | Tom Bylander:
Learning Linear Threshold Functions in the Presence of Classification Noise.
COLT 1994: 340-347 |
| 25 | | Tom Bylander:
The Computational Complexity of Propositional STRIPS Planning.
Artif. Intell. 69(1-2): 165-204 (1994) |
| 1993 |
|---|
| 24 | | Tom Bylander:
An Average Case Analysis of Planning.
AAAI 1993: 480-485 |
| 23 | | Tom Bylander:
Polynomial Learnability of Linear Threshold Approximations.
COLT 1993: 297-302 |
| 1992 |
|---|
| 22 | | Tom Bylander:
Complexity Results for Serial Decomposability.
AAAI 1992: 729-734 |
| 1991 |
|---|
| 21 | | Tom Bylander:
The Qualitative Difference Resolution Rule.
AAAI 1991: 824-829 |
| 20 | | Tom Bylander:
Complexity Results for Planning.
IJCAI 1991: 274-279 |
| 19 | | Tom Bylander:
The Monotonic Abduction Problem: A Functional Characterization on the Edge of Tractability.
KR 1991: 70-77 |
| 18 | | Michael A. Weintraub,
Tom Bylander:
Generating Error Candidates for Assigning Blame in a Knowledge Base.
ML 1991: 33-37 |
| 17 | | Tom Bylander,
Dean Allemang,
Michael C. Tanner,
John R. Josephson:
The Computational Complexity of Abduction.
Artif. Intell. 49(1-3): 25-60 (1991) |
| 16 | | 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) |
| 15 | | Tom Bylander:
A Theory of Consolidation for Reasoning about Devices.
International Journal of Man-Machine Studies 35(4): 467-489 (1991) |
| 14 | | Tom Bylander:
Tractability and artificial intelligence.
J. Exp. Theor. Artif. Intell. 3(3): 171-178 (1991) |
| 1990 |
|---|
| 13 | | Tom Bylander:
Some causal models are deeper than others.
Artificial Intelligence in Medicine 2(3): 123-128 (1990) |
| 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 | | 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,
Balakrishnan 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 | | 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 |
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