David W. Aha

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David W. Aha

Director, Navy Center for Applied Research in AI, Naval Research Laboratory

Potvrđena adresa e-pošte na nrl.navy.mil - Početna stranica

AI Goal Reasoning Explainable AI Case-Based Reasoning Instance-Based Learning


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Instance-based learning algorithms DW Aha, D Kibler, MK Albert Machine learning 6, 37-66, 1991	7746	1991
DARPA’s explainable artificial intelligence (XAI) program D Gunning, D Aha AI magazine 40 (2), 44-58, 2019	1793	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	1114	1997
Lazy learning DW Aha Lazy learning, 7-10, 1997	1003	1997
A comparative evaluation of sequential feature selection algorithms DW Aha, RL Bankert Pre-proceedings of the Fifth International Workshop on Artificial …, 1995	703	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	680	1992
Simplifying decision trees: A survey LA Breslow, DW Aha Knowledge engineering review 12 (1), 1-40, 1997	534	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	354	2001
Generalizing from case studies: A case study DW Aha Machine Learning Proceedings 1992, 1-10, 1992	340	1992
Conversational case-based reasoning DW Aha, LA Breslow, H Munoz-Avila Applied Intelligence 14, 9-32, 2001	321	2001
Case-based learning algorithms DW Aha Proceedings of the 1991 DARPA case-based reasoning workshop 1, 147-158, 1991	282	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	280	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	266	2005
The omnipresence of case-based reasoning in science and application DW Aha Knowledge-based systems 11 (5-6), 261-273, 1998	252	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	250	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	232	1989
Refining conversational case libraries DW Aha, LA Breslow International Conference on Case-Based Reasoning, 267-278, 1997	207	1997
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations DW Aha University of California, Irvine, 1990	194	1990

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