David W. Aha
David W. Aha
Director, Navy Center for Applied Research in AI, Naval Research Laboratory
確認したメール アドレス: nrl.navy.mil - ホームページ
タイトル
引用先
引用先
Instance-based learning algorithms
DW Aha, D Kibler, MK Albert
Machine learning 6 (1), 37-66, 1991
66691991
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
9721997
Lazy learning
DW Aha
Springer Science & Business Media, 2013
9032013
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
DW Aha
International Journal of Man-Machine Studies 36 (2), 267-287, 1992
6181992
A comparative evaluation of sequential feature selection algorithms
DW Aha, RL Bankert
Learning from data, 199-206, 1996
5651996
Simplifying decision trees: A survey
LA Breslow, DW Aha
Knowledge engineering review 12 (1), 1-40, 1997
4411997
Weighting features
D Wettschereck, DW Aha
International Conference on Case-Based Reasoning, 347-358, 1995
3441995
Generalizing from case studies: A case study
DW Aha
Machine Learning Proceedings 1992, 1-10, 1992
3141992
Intelligent lessons learned systems
R Weber, DW Aha, I Becerra-Fernandez
Expert systems with applications 20 (1), 17-34, 2001
3112001
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
2661991
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
2491987
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
2472005
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
2411994
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
2161992
Refining conversational case libraries
DW Aha, LA Breslow
International Conference on Case-Based Reasoning, 267-278, 1997
2001997
DARPA’s explainable artificial intelligence (XAI) program
D Gunning, D Aha
AI Magazine 40 (2), 44-58, 2019
1962019
Instance‐based prediction of real‐valued attributes
D Kibler, DW Aha, MK Albert
Computational Intelligence 5 (2), 51-57, 1989
1901989
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations
DW Aha
1851990
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