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David W. Aha
David W. Aha
Director, Navy Center for Applied Research in AI, Naval Research Laboratory
Verified email at nrl.navy.mil - Homepage
Title
Cited by
Cited by
Year
Instance-based learning algorithms
DW Aha, D Kibler, MK Albert
Machine learning 6, 37-66, 1991
78371991
DARPA’s explainable artificial intelligence (XAI) program
D Gunning, D Aha
AI magazine 40 (2), 44-58, 2019
20702019
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
11291997
Lazy learning
DW Aha
Lazy learning, 7-10, 1997
10151997
A comparative evaluation of sequential feature selection algorithms
DW Aha, RL Bankert
Pre-proceedings of the Fifth International Workshop on Artificial …, 1995
7231995
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
DW Aha
International journal of man-machine studies 36 (2), 267-287, 1992
6861992
Simplifying decision trees: A survey
LA Breslow, DW Aha
Knowledge engineering review 12 (1), 1-40, 1997
5601997
Weighting features
D Wettschereck, DW Aha
International Conference on Case-Based Reasoning, 347-358, 1995
3591995
Intelligent lessons learned systems
R Weber, DW Aha, I Becerra-Fernandez
Expert systems with applications 20 (1), 17-34, 2001
3582001
Generalizing from case studies: A case study
DW Aha
Machine Learning Proceedings 1992, 1-10, 1992
3421992
Conversational case-based reasoning
DW Aha, LA Breslow, H Munoz-Avila
Applied Intelligence 14, 9-32, 2001
3202001
Case-based learning algorithms
DW Aha
Proceedings of the 1991 DARPA case-based reasoning workshop 1, 147-158, 1991
2831991
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
2811987
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
2672005
The omnipresence of case-based reasoning in science and application
DW Aha
Knowledge-based systems 11 (5-6), 261-273, 1998
2531998
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
2511994
Concept learning and flexible weighting
DW Aha, RL Goldstone
Proceedings of the fourteenth annual conference of the Cognitive Science …, 1992
2411992
Instance‐based prediction of real‐valued attributes
D Kibler, DW Aha, MK Albert
Computational Intelligence 5 (2), 51-57, 1989
2391989
Refining conversational case libraries
DW Aha, LA Breslow
International Conference on Case-Based Reasoning, 267-278, 1997
2071997
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations
DW Aha
University of California, Irvine, 1990
1951990
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