Machine Learning, Volume 15

Volume 15, Number 1, 1994

William W. Cohen: Incremental Abductive EBL. 5-24
Wei Zhong Liu, Allan P. White: The Importance of Attribute Selection Measures in Decision Tree Induction. 25-41
Philip D. Laird, Ronald Saul: Discrete Sequence Prediction and Its Applications. 43-68
Neeraj Bhatnagar, Jack Mostow: On-Line Learning from Search Failures. 69-117

Alex Waibel: Introduction Structured Connectionist Systems. 121-123
Dean Pomerleau: Neural Network-Based Vision for Precise Control of a Walking Robot. 125-135
Robert W. Schwanke, Stephen Jose Hanson: Using Neural Networks to Modularize Software. 137-168
Lilly Spirkovska, Max B. Reid: Higher-Order Neural Networks Applied to 2D and 3D Object Recognition. 169-199
David A. Cohn, Les E. Atlas, Richard E. Ladner: Improving Generalization with Active Learning. 201-221

Marko Bohanec, Ivan Bratko: Trading Accuracy for Simplicity in Decision Trees. 223-250
Susan L. Epstein: Toward an Ideal Trainer. 251-277
Leslie Pack Kaelbling: Associative Reinforcement Learning: Functions in k-DNF. 279-298
Leslie Pack Kaelbling: Associative Reinforcement Learning: A Generate and Test Algorithm. 299-319
Allan P. White, Wei Zhong Liu: Bias in Information-Based Measures in Decision Tree Induction. 321-329