David W. Aha

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Citations	19599	5128
h-index	51	26
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Michael W. FloydKnexus ResearchVerified email at sce.carleton.ca
Rosina WeberDrexel UniversityVerified email at drexel.edu
Dana NauUniversity of MarylandVerified email at cs.umd.edu
Luke McDowellProfessor of Computer Science, U.S. Naval AcademyVerified email at usna.edu
Matt KlenkPalo Alto Research CenterVerified email at parc.com
ULIT JAIDEEPhD Student, Lehigh UniversityVerified email at lehigh.edu
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Pieter Spronckfull professor Computer Science, Tilburg UniversityVerified email at uvt.nl
David C. UthusGoogle Inc.Verified email at google.com
Gita SukthankarAssociate Professor, Department of EECS, University of Central FloridaVerified email at eecs.ucf.edu
Simon KasifProfessor of Biomedical Engineering, Computer Science and Bioinformatics, Boston UniversityVerified email at bu.edu
Charles X. LingProfessor of Computer Science, University of Western OntarioVerified email at csd.uwo.ca
Ian WatsonAssoc. Prof. of Computer Science, University of AucklandVerified email at cs.auckland.ac.nz
Francesco RicciProfessor of Computer Science, Free University of Bozen-BolzanoVerified email at unibz.it
Cindy MarlingAssociate Professor Emerita of Computer Science, Ohio UniversityVerified email at ohio.edu
Jennifer NevilleProfessor of Computer Science and Statistics, Purdue UniversityVerified email at cs.purdue.edu
Ryan A. RossiAdobe ResearchVerified email at adobe.com
Mohammed Houssaini SqalliComputer Engineering, King Fahd University or Petroleum & MineralsVerified email at lmi-maroc.com
J. William MurdockIBMVerified email at us.ibm.com
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk

David W. Aha

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

Verified email at nrl.navy.mil - Homepage

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Instance-based learning algorithms DW Aha, D Kibler, MK Albert Machine learning 6 (1), 37-66, 1991	6619	1991
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	965	1997
Lazy learning DW Aha Springer Science & Business Media, 2013	899	2013
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms DW Aha International Journal of Man-Machine Studies 36 (2), 267-287, 1992	612	1992
A comparative evaluation of sequential feature selection algorithms DW Aha, RL Bankert Learning from data, 199-206, 1996	557	1996
Simplifying decision trees: A survey LA Breslow, DW Aha Knowledge engineering review 12 (1), 1-40, 1997	434	1997
Weighting features D Wettschereck, DW Aha International Conference on Case-Based Reasoning, 347-358, 1995	341	1995
Generalizing from case studies: A case study DW Aha Machine Learning Proceedings 1992, 1-10, 1992	310	1992
Intelligent lessons learned systems R Weber, DW Aha, I Becerra-Fernandez Expert systems with applications 20 (1), 17-34, 2001	307	2001
Conversational case-based reasoning DW Aha, LA Breslow, H Munoz-Avila Applied Intelligence 14 (1), 9-32, 2001	287	2001
Case-based learning algorithms DW Aha Proceedings of the 1991 DARPA Case-Based Reasoning Workshop 1, 147-158, 1991	264	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	249	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	246	2005
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	240	1994
The omnipresence of case-based reasoning in science and application DW Aha Knowledge-based systems 11 (5-6), 261-273, 1998	229	1998
Concept learning and flexible weighting DW Aha, RL Goldstone Proceedings of the fourteenth annual conference of the Cognitive Science …, 1992	215	1992
Refining conversational case libraries DW Aha, LA Breslow International Conference on Case-Based Reasoning, 267-278, 1997	200	1997
Instance‐based prediction of real‐valued attributes D Kibler, DW Aha, MK Albert Computational Intelligence 5 (2), 51-57, 1989	187	1989
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations DW Aha	184	1990
DARPA’s explainable artificial intelligence (XAI) program D Gunning, D Aha AI Magazine 40 (2), 44-58, 2019	180	2019

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