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 (1), 37-66, 1991
69021991
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 (1), 273-314, 1997
10011997
Lazy learning
DW Aha
Springer Science & Business Media, 2013
8932013
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
DW Aha
International Journal of Man-Machine Studies 36 (2), 267-287, 1992
6231992
A comparative evaluation of sequential feature selection algorithms
DW Aha, RL Bankert
Learning from data, 199-206, 1996
5901996
Simplifying decision trees: A survey
LA Breslow, DW Aha
The Knowledge Engineering Review 12 (01), 1-40, 1997
4621997
Weighting features
D Wettschereck, DW Aha
International Conference on Case-Based Reasoning, 347-358, 1995
3421995
DARPA’s explainable artificial intelligence (XAI) program
D Gunning, D Aha
AI Magazine 40 (2), 44-58, 2019
3362019
Generalizing from case studies: A case study
DW Aha
Machine Learning Proceedings 1992, 1-10, 1992
3241992
Intelligent lessons learned systems
R Weber, DW Aha, I Becerra-Fernandez
Expert systems with applications 20 (1), 17-34, 2001
3212001
Conversational case-based reasoning
DW Aha, LA Breslow, H Munoz-Avila
Applied Intelligence 14 (1), 9-32, 2001
2912001
Case-based learning algorithms
DW Aha
Proceedings of the 1991 DARPA Case-Based Reasoning Workshop 1, 147-158, 1991
2711991
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
2581987
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
2462005
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
2461994
The omnipresence of case-based reasoning in science and application
DW Aha
Knowledge-based systems 11 (5-6), 261-273, 1998
2291998
Concept learning and flexible weighting
DW Aha, RL Goldstone
Proceedings of the fourteenth annual conference of the Cognitive Science …, 1992
2191992
Instance‐based prediction of real‐valued attributes
D Kibler, DW Aha, MK Albert
Computational Intelligence 5 (2), 51-57, 1989
2051989
Refining conversational case libraries
DW Aha, LA Breslow
International Conference on Case-Based Reasoning, 267-278, 1997
2041997
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations
DW Aha
University of California, Irvine, 1990
1881990
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