Instance-based learning algorithms DW Aha, D Kibler, MK Albert Machine learning 6, 37-66, 1991 | 7687 | 1991 |
DARPA’s explainable artificial intelligence (XAI) program D Gunning, D Aha AI magazine 40 (2), 44-58, 2019 | 1643 | 2019 |
A review and empirical evaluation of feature weighting methods for a class of lazy learning algorithms D Wettschereck, DW Aha, T Mohri Artificial Intelligence Review 11, 273-314, 1997 | 1107 | 1997 |
Lazy learning DW Aha Lazy learning, 7-10, 1997 | 999 | 1997 |
A comparative evaluation of sequential feature selection algorithms DW Aha, RL Bankert Pre-proceedings of the Fifth International Workshop on Artificial …, 1995 | 696 | 1995 |
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms DW Aha International Journal of Man-Machine Studies 36 (2), 267-287, 1992 | 672 | 1992 |
Simplifying decision trees: A survey LA Breslow, DW Aha Knowledge engineering review 12 (1), 1-40, 1997 | 528 | 1997 |
Weighting features D Wettschereck, DW Aha International Conference on Case-Based Reasoning, 347-358, 1995 | 360 | 1995 |
Intelligent lessons learned systems R Weber, DW Aha, I Becerra-Fernandez Expert systems with applications 20 (1), 17-34, 2001 | 353 | 2001 |
Generalizing from case studies: A case study DW Aha Machine Learning Proceedings 1992, 1-10, 1992 | 343 | 1992 |
Conversational case-based reasoning DW Aha, LA Breslow, H Munoz-Avila Applied Intelligence 14, 9-32, 2001 | 303 | 2001 |
Case-based learning algorithms DW Aha Proceedings of the 1991 DARPA case-based reasoning workshop 1, 147-158, 1991 | 283 | 1991 |
Learning representative exemplars of concepts: An initial case study D Kibler, DW Aha Proceedings of the Fourth International Workshop on Machine Learning, 24-30, 1987 | 278 | 1987 |
Learning to win: Case-based plan selection in a real-time strategy game DW Aha, M Molineaux, M Ponsen International conference on case-based reasoning, 5-20, 2005 | 265 | 2005 |
The omnipresence of case-based reasoning in science and application DW Aha Knowledge-based systems 11 (5-6), 261-273, 1998 | 254 | 1998 |
Feature selection for case-based classification of cloud types: An empirical comparison DW Aha, RL Bankert Proceedings of the AAAI-94 workshop on Case-Based Reasoning 106, 112, 1994 | 253 | 1994 |
Concept learning and flexible weighting DW Aha, RL Goldstone Proceedings of the fourteenth annual conference of the Cognitive Science …, 1992 | 239 | 1992 |
Instance‐based prediction of real‐valued attributes D Kibler, DW Aha, MK Albert Computational Intelligence 5 (2), 51-57, 1989 | 228 | 1989 |
Refining conversational case libraries DW Aha, LA Breslow International Conference on Case-Based Reasoning, 267-278, 1997 | 206 | 1997 |
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations DW Aha University of California, Irvine, 1990 | 195 | 1990 |