David W. Aha

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Michael W. FloydKnexus ResearchVerified email at sce.carleton.ca
Rosina O WeberDrexel UniversityVerified email at drexel.edu
Dana NauUniversity of MarylandVerified email at umd.edu
Luke McDowellProfessor of Computer Science, U.S. Naval AcademyVerified email at usna.edu
Matt KlenkToyota Research InstituteVerified email at tri.global
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
ULIT JAIDEEPhD Student, Lehigh UniversityVerified email at lehigh.edu
David C. UthusGoogleVerified email at google.com
Pieter Spronckfull professor Computer Science, Tilburg UniversityVerified email at uvt.nl
Gita SukthankarProfessor, Department of Computer Science, 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
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 SqalliExecutive Leadership Coach, SQALLI PRO, MoroccoVerified email at lmi-maroc.com
J. William MurdockIBMVerified email at us.ibm.com
Ian WatsonProfessor of Artificial Intelligence, University of AucklandVerified email at aucklanduni.ac.nz
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @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, 37-66, 1991	7538	1991
DARPA’s explainable artificial intelligence (XAI) program D Gunning, D Aha AI magazine 40 (2), 44-58, 2019	1288	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	1089	1997
Lazy learning DW Aha Lazy learning, 7-10, 1997	1021	1997
A comparative evaluation of sequential feature selection algorithms DW Aha, RL Bankert Pre-proceedings of the Fifth International Workshop on Artificial …, 1995	687	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	663	1992
Simplifying decision trees: A survey LA Breslow, DW Aha Knowledge engineering review 12 (1), 1-40, 1997	510	1997
Weighting features D Wettschereck, DW Aha International Conference on Case-Based Reasoning, 347-358, 1995	361	1995
Intelligent lessons learned systems R Weber, DW Aha, I Becerra-Fernandez Expert systems with applications 20 (1), 17-34, 2001	347	2001
Generalizing from case studies: A case study DW Aha Machine Learning Proceedings 1992, 1-10, 1992	335	1992
Conversational case-based reasoning DW Aha, LA Breslow, H Munoz-Avila Applied Intelligence 14, 9-32, 2001	305	2001
Case-based learning algorithms DW Aha Proceedings of the 1991 DARPA case-based reasoning workshop 1, 147-158, 1991	288	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	278	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	255	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	252	1994
The omnipresence of case-based reasoning in science and application DW Aha Knowledge-based systems 11 (5-6), 261-273, 1998	245	1998
Concept learning and flexible weighting DW Aha, RL Goldstone Proceedings of the fourteenth annual conference of the Cognitive Science …, 1992	230	1992
Instance‐based prediction of real‐valued attributes D Kibler, DW Aha, MK Albert Computational Intelligence 5 (2), 51-57, 1989	223	1989
Refining conversational case libraries DW Aha, LA Breslow International Conference on Case-Based Reasoning, 267-278, 1997	208	1997
A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations DW Aha University of California, Irvine, 1990	192	1990

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