David W. Aha

	2012
91		Ryan A. Rossi, Luke McDowell, David W. Aha, Jennifer Neville: Transforming Graph Representations for Statistical Relational Learning CoRR abs/1204.0033: (2012)
	2011
90		Matthew Molineaux, David W. Aha, Ugur Kuter: Learning Event Models that Explain Anomalies. ExaCt 2011: 21-30
89		Jay Powell, Matthew Molineaux, David W. Aha: Active and Interactive Discovery of Goal Selection Knowledge. FLAIRS Conference 2011
88		Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha: Integrated Learning for Goal-Driven Autonomy. IJCAI 2011: 2450-2455
87		Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha: Unsupervised and transfer learning challenge. IJCNN 2011: 793-800
86		Matthew Klenk, David W. Aha, Matthew Molineaux: The Case for Case-Based Transfer Learning. AI Magazine 32(1): 54-69 (2011)
	2010
85		Matthew Molineaux, Matthew Klenk, David W. Aha: Goal-Driven Autonomy in a Navy Strategy Simulation. AAAI 2010
84		Matthew Molineaux, Matthew Klenk, David W. Aha: Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. AAAI 2010
83		Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux: Applying Goal Driven Autonomy to a Team Shooter Game. FLAIRS Conference 2010
82		Luke McDowell, Kalyan Moy Gupta, David W. Aha: Meta-Prediction for Collective Classification. FLAIRS Conference 2010
81		Héctor Muñoz-Avila, Ulit Jaidee, David W. Aha, Elizabeth Carter: Goal-Driven Autonomy with Case-Based Reasoning. ICCBR 2010: 228-241
80		David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell, Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart J. Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan: Reports of the AAAI 2010 Conference Workshops. AI Magazine 31(4): 95-108 (2010)
	2009
79		Nan Li, David J. Stracuzzi, Gary Cleveland, Tolga Könik, Daniel G. Shapiro, Matthew Molineaux, David W. Aha, Kamal Ali: Constructing Game Agents from Video of Human Behavior. AIIDE 2009
78		Kennard Laviers, Gita Sukthankar, David W. Aha, Matthew Molineaux: Improving Offensive Performance Through Opponent Modeling. AIIDE 2009
77		Matthew Molineaux, David W. Aha, Gita Sukthankar: Beating the Defense: Using Plan Recognition to Inform Learning Agents. FLAIRS Conference 2009
76		David W. Aha, Matthew Molineaux, Gita Sukthankar: Case-Based Reasoning in Transfer Learning. ICCBR 2009: 29-44
75		Kalyan Moy Gupta, David W. Aha, Philip Moore: Case-Based Collective Inference for Maritime Object Classification. ICCBR 2009: 434-449
74		Frederick E. Petry, Roy Ladner, Kalyan Moy Gupta, Philip Moore, David W. Aha: Design of an Integrated Web Services Brokering System. IJITWE 4(3): 58-77 (2009)
73		Luke McDowell, Kalyan Moy Gupta, David W. Aha: Cautious Collective Classification. Journal of Machine Learning Research 10: 2777-2836 (2009)
72		David W. Aha: Case-Based Approximate Reasoning. KI 23(1): 45 (2009)
	2008
71		Kalyan Moy Gupta, Michael Zang, Adam Gray, David W. Aha, Joe Kriege: Enabling the Interoperability of Large-Scale Legacy Systems. AAAI 2008: 1679-1684
70		Michael Zang, Adam Gray, Joe Kriege, Kalyan Moy Gupta, David W. Aha: IMT: A Mixed-Initiative Data Mapping and Search Toolkit. AAAI 2008: 1890-1891
69		Matthew Molineaux, David W. Aha, Philip Moore: Learning Continuous Action Models in a Real-Time Strategy Environment. FLAIRS Conference 2008: 257-262
68		Roy Ladner, Frederick E. Petry, Kalyan Moy Gupta, Elizabeth Warner, Philip Moore, David W. Aha: Soft computing techniques for web services brokering. Soft Comput. 12(11): 1089-1098 (2008)
	2007
67		Luke McDowell, Kalyan Moy Gupta, David W. Aha: Cautious Inference in Collective Classification. AAAI 2007: 596-601
66		Luke McDowell, Kalyan Moy Gupta, David W. Aha: Case-Based Collective Classification. FLAIRS Conference 2007: 399-404
65		David McSherry, David W. Aha: Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues. ICCBR 2007: 107-121
64		David McSherry, David W. Aha: The Ins and Outs of Critiquing. IJCAI 2007: 962-967
63		Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha: Knowledge acquisition for adaptive game AI. Sci. Comput. Program. 67(1): 59-75 (2007)
	2006
62		David W. Aha, Matthew Molineaux, Philip Moore: A Testbed for Evaluating AI Research Systems in Commercial Games. AIIDE 2006: 137-138
61		Kalyan Moy Gupta, David W. Aha, Philip Moore: Rough Set Feature Selection Algorithms for Textual Case-Based Classification. ECCBR 2006: 166-181
60		Marc J. V. Ponsen, Hector Muñoz-Avila, Pieter Spronck, David W. Aha: Automatically Generating Game Tactics through Evolutionary Learning. AI Magazine 27(3): 75-84 (2006)
	2005
59		Marc J. V. Ponsen, Héctor Muñoz-Avila, Pieter Spronck, David W. Aha: Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning. AAAI 2005: 1535-1540
58		Matthew Molineaux, David W. Aha: TIELT: A Testbed for Gaming Environments. AAAI 2005: 1690-1691
57		Kalyan Moy Gupta, David W. Aha: Automating Planning Using Natural Language. FLAIRS Conference 2005: 828-829
56		David W. Aha, Matthew Molineaux, Marc J. V. Ponsen: Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. ICCBR 2005: 5-20
55		Keith Needels, Matthew Molineaux, David W. Aha: Evaluating Case-Based Systems in Virtual Games. ICCBR Workshops 2005: 206-216
54		Okhtay Ilghami, Héctor Muñoz-Avila, Dana S. Nau, David W. Aha: Learning approximate preconditions for methods in hierarchical plans. ICML 2005: 337-344
53		David W. Aha: Conversational Case-Based Reasoning. PReMI 2005: 30
52		Kalyan Moy Gupta, Philip G. Moore, David W. Aha, Sankar K. Pal: Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents. PReMI 2005: 792-798
51		Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha: Learning Preconditions for Planning from Plan Traces and HTN Structure. Computational Intelligence 21(4): 388-413 (2005)
50		David W. Aha, Cindy Marling, Ian D. Watson: Case-based reasoning commentaries: introduction. Knowledge Eng. Review 20(3): 201-202 (2005)
49		David W. Aha, David McSherry, Qiang Yang: Advances in conversational case-based reasoning. Knowledge Eng. Review 20(3): 247-254 (2005)
	2004
48		Kalyan Moy Gupta, David W. Aha, Philip G. Moore: Learning Feature Taxonomies for Case Indexing. ECCBR 2004: 211-226
47		Kalyan Moy Gupta, David W. Aha: Towards Acquiring Case Indexing Taxonomies From Text. FLAIRS Conference 2004
	2003
46		J. William Murdock, David W. Aha, Len Breslow: Case-Based Argumentation via Process Models. FLAIRS Conference 2003: 134-138
45		J. William Murdock, David W. Aha, Len Breslow: Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach. ICCBR 2003: 332-346
44		Rosina Weber, David W. Aha: Intelligent delivery of military lessons learned. Decision Support Systems 34(3): 287-304 (2003)
	2002
43		Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha: CaMeL: Learning Method Preconditions for HTN Planning. AIPS 2002: 131-142
42		Kalyan Moy Gupta, David W. Aha, Nabil Sandhu: Exploiting Taxonomic and Causal Relations in Conversational Case Retrieval. ECCBR 2002: 133-147
41		David W. Aha, Kalyan Moy Gupta: Causal Query Elaboration in Conversational Case-Based Reasoning. FLAIRS Conference 2002: 95-100
40		Rosina Weber, David W. Aha: Intelligent elicitation of military lessons. IUI 2002: 226-227
39		Cynthia R. Marling, Mohammed H. Sqalli, Edwina L. Rissland, Héctor Muñoz-Avila, David W. Aha: Case-Based Reasoning Integrations. AI Magazine 23(1): 69-86 (2002)
	2001
38		David W. Aha, Ian Watson: Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings Springer 2001
37		David W. Aha, Rosina Weber, Héctor Muñoz-Avila, Len Breslow, Kalyan Moy Gupta: Bridging the Lesson Distribution Gap. IJCAI 2001: 987-992
36		Héctor Muñoz-Avila, David W. Aha, Dana S. Nau, Rosina Weber, Len Breslow, Fusun Yaman: SiN: Integrating Case-based Reasoning with Task Decomposition. IJCAI 2001: 999-1004
35		Yves Lespérance, Gerd Wagner, William P. Birmingham, Kurt D. Bollacker, Alexander Nareyek, J. Paul Walser, David W. Aha, Timothy W. Finin, Benjamin N. Grosof, Nathalie Japkowicz, Robert Holte, Lise Getoor, Carla P. Gomes, Holger H. Hoos, Alan C. Schultz, Miroslav Kubat, Tom M. Mitchell, Jörg Denzinger, Yolanda Gil, Karen L. Myers, Claudio Bettini, Angelo Montanari: AAAI 2000 Workshop Reports. AI Magazine 22(1): 127-136 (2001)
34		David W. Aha, Héctor Muñoz-Avila: Introduction: Interactive Case-Based Reasoning. Appl. Intell. 14(1): 7-8 (2001)
33		David W. Aha, Len Breslow, Héctor Muñoz-Avila: Conversational Case-Based Reasoning. Appl. Intell. 14(1): 9-32 (2001)
32		Rosina Weber, David W. Aha, Irma Becerra-Fernandez: Intelligent lessons learned systems. Expert Syst. Appl. 20(1): 17-34 (2001)
	2000
31		Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau, Rosina Weber-Lee: Integrating Conversational Case Retrieval with generative Planning. EWCBR 2000: 210-221
30		Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow: Active Delivery for Lessons Learned Systems. EWCBR 2000: 322-334
29		Rosina Weber, David W. Aha, Karl Branting, J. Robert Lucas, Irma Becerra-Fernandez: Active Case-Based Reasoning for Lessons Delivery System. FLAIRS Conference 2000: 170-174
28		Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow: An Intelligent Lessons Learned Process. ISMIS 2000: 358-367
27		Brian Drabble, Laurent Chaudron, Catherine Tessier, Sue Abu-Hakima, Steven Willmott, Jim Austin, Boi Faltings, Eugene C. Freuder, Gerhard Friedrich, Alex Alves Freitas, Ulises Cortés, Miquel Sànchez-Marrè, David W. Aha, Irma Becerra-Fernandez, Héctor Muñoz-Avila, Aditya Ghose, Tim Menzies, Ken Satoh, Mary Elaine Califf, Michael T. Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner: Reports on the AAAI 1999 Workshop Program. AI Magazine 21(1): 95-100 (2000)
	1999
26		Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau: HICAP: An Interactive Case-Based Planning Architecture and its Application to Noncombatant Evacuation Operations. AAAI/IAAI 1999: 870-875
25		Irma Becerra-Fernandez, David W. Aha: Case-Based Problem Solving for Knowledge Management Systems. FLAIRS Conference 1999: 219-223
24		Héctor Muñoz-Avila, Daniel C. McFarlane, David W. Aha, Len Breslow, James A. Ballas, Dana S. Nau: Using Guidelines to Constrain Interactive Case-Based HTN Planning. ICCBR 1999: 288-302
23		David W. Aha: The AAAI-99 KM/CBR Workshop: Summary of Contributions. ICCBR Workshops 1999: 37-44
	1998
22		Francesco Ricci, David W. Aha: Error-Correcting Output Codes for Local Learners. ECML 1998: 280-291
21		David W. Aha, Tucker Maney, Len Breslow: Supporting Dialogue Inferencing in Conversational Case-Based Reasoning. EWCBR 1998: 262-273
20		Simon Kasif, Steven Salzberg, David L. Waltz, John Rachlin, David W. Aha: A Probabilistic Framework for Memory-Based Reasoning. Artif. Intell. 104(1-2): 287-311 (1998)
19		David W. Aha: The omnipresence of case-based reasoning in science and application. Knowl.-Based Syst. 11(5-6): 261-273 (1998)
	1997
18		David W. Aha, Dietrich Wettschereck: Case-Based Learning: Beyond Classification of Feature Vectors. ECML 1997: 329-336
17		David W. Aha, Len Breslow: Refining Conversational Case Libraries. ICCBR 1997: 267-278
16		Dietrich Wettschereck, David W. Aha, Takao Mohri: A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms. Artif. Intell. Rev. 11(1-5): 273-314 (1997)
15		David W. Aha: Editorial. Artif. Intell. Rev. 11(1-5): 7-10 (1997)
	1995
14		Dietrich Wettschereck, David W. Aha: Weighting Features. ICCBR 1995: 347-358
13		Karl Branting, David W. Aha: Stratified Case-Based Reasoning: Reusing Hierarchical Problem Solving Episodes. IJCAI 1995: 384-390
	1994
12		David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin: Inverting Implication with Small Training Sets. ECML 1994: 31-48
11		David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin: Learning Recursive Relations with Randomly Selected Small Training Sets. ICML 1994: 12-18
10		John Rachlin, Simon Kasif, Steven Salzberg, David W. Aha: Towards a Better Understanding of Memory-based Reasoning Systems. ICML 1994: 242-250
	1992
9		David W. Aha: Generalizing from Case studies: A Case Study. ML 1992: 1-10
8		David W. Aha: Tolerating Noisy, Irrelevant and Novel Attributes in Instance-Based Learning Algorithms. International Journal of Man-Machine Studies 36(2): 267-287 (1992)
	1991
7		Marc K. Albert, David W. Aha: Analyses of Instance-Based Learning Algorithms. AAAI 1991: 553-558
6		David W. Aha: Incremental Constructive Induction: An Instance-Based Approach. ML 1991: 117-121
5		David W. Aha, Dennis F. Kibler, Marc K. Albert: Instance-Based Learning Algorithms. Machine Learning 6: 37-66 (1991)
	1989
4		David W. Aha, Dennis F. Kibler: Noise-Tolerant Instance-Based Learning Algorithms. IJCAI 1989: 794-799
3		David W. Aha: Incremental, Instance-Based Learning of Independent and Graded Concept Descriptions. ML 1989: 387-391
2		Dennis F. Kibler, David W. Aha, Marc K. Albert: Instance-based prediction of real-valued attributes. Computational Intelligence 5: 51-57 (1989)
	1988
1		Dennis F. Kibler, David W. Aha: Comparing Instance-Averaging with Instance-Filtering Learning Algorithms. EWSL 1988: 63-79

Coauthor Index

1	Sue Abu-Hakima	[27]
2	Marc K. Albert	[2] [5] [7]
3	Kamal Ali	[79]
4	Jim Austin (James Austin)	[27]
5	James A. Ballas	[24]
6	Irma Becerra-Fernandez	[25] [27] [29] [32]
7	Claudio Bettini	[35]
8	William P. Birmingham	[35]
9	Mark S. Boddy	[80]
10	Kurt D. Bollacker	[35]
11	Karl Branting	[13] [29]
12	Len Breslow	[17] [21] [24] [26] [28] [30] [31] [33] [36] [37] [45] [46]
13	Patrick Brézillon	[27]
14	Vadim Bulitko	[80]
15	Mary Elaine Califf	[27]
16	Elizabeth Carter	[81]
17	Laurent Chaudron	[27]
18	Gary Cleveland	[79]
19	Ulises Cortés	[27]
20	Michael T. Cox	[27]
21	Jörg Denzinger	[35]
22	Prashant Doshi	[80]
23	Brian Drabble	[27]
24	Gideon Dror	[87]
25	Stefan Edelkamp	[80]
26	Boi Faltings	[27]
27	Timothy W. Finin (Tim Finin)	[35]
28	Alex Alves Freitas	[27]
29	Eugene C. Freuder	[27]
30	Gerhard Friedrich	[27]
31	Artur S. d'Avila Garcez	[80]
32	Christopher W. Geib	[80]
33	Lise Getoor	[35]
34	Aditya K. Ghose (Aditya Ghose)	[27]
35	Yolanda Gil	[35]
36	Piotr J. Gmytrasiewicz	[80]
37	Robert P. Goldman	[80]
38	Carla P. Gomes	[35]
39	Adam Gray	[70] [71]
40	Benjamin N. Grosof	[35]
41	Kalyan Moy Gupta	[37] [41] [42] [47] [48] [52] [57] [61] [66] [67] [68] [70] [71] [73] [74] [75] [82]
42	Isabelle Guyon	[87]
43	Alon Y. Halevy (Alon Y. Levy)	[80]
44	Pascal Hitzler	[80]
45	Robert C. Holte (Robert Holte)	[35]
46	Holger H. Hoos (Holger Hoos)	[35]
47	Okhtay Ilghami	[43] [51] [54]
48	Charles Lee Isbell Jr. (Charles L. Isbell)	[80]
49	Ulit Jaidee	[81] [83] [88]
50	Nathalie Japkowicz	[35]
51	Darsana P. Josyula	[80]
52	Leslie Pack Kaelbling	[80]
53	Simon Kasif	[10] [20]
54	Kristian Kersting	[80]
55	Dennis F. Kibler	[1] [2] [4] [5]
56	Matthew Klenk	[83] [84] [85] [86]
57	Tolga Könik	[79]
58	Joe Kriege	[70] [71]
59	Miroslav Kubat	[35]
60	Maithilee Kunda	[80]
61	Ugur Kuter	[90]
62	Roy Ladner	[68] [74]
63	Luís C. Lamb (Luís da Cunha Lamb)	[80]
64	Stephane Lapointe	[11] [12]
65	Kennard Laviers	[78]
66	Vincent Lemaire	[87]
67	Yves Lespérance	[35]
68	Nan Li	[79]
69	Charles X. Ling	[11] [12]
70	J. Robert Lucas	[29]
71	Tucker Maney	[21]
72	Cynthia R. Marling (Cindy Marling)	[39] [50]
73	Bhaskara Marthi	[80]
74	Stan Matwin	[11] [12]
75	Luke McDowell	[66] [67] [73] [82] [91]
76	Daniel C. McFarlane	[24]
77	Keith McGreggor	[80]
78	David McSherry	[49] [64] [65]
79	Tim Menzies	[27]
80	Ron van der Meyden	[80]
81	Lilyana Mihalkova	[80]
82	Tom M. Mitchell	[35]
83	Takao Mohri	[16]
84	Matthew Molineaux	[55] [56] [58] [62] [69] [76] [77] [78] [79] [83] [84] [85] [86] [89] [90]
85	Angelo Montanari	[35]
86	Philip Moore	[61] [62] [68] [69] [74] [75]
87	Philip G. Moore	[48] [52]
88	Hector Muñoz-Avila (Héctor Muñoz-Avila)	[24] [26] [27] [28] [30] [31] [33] [34] [36] [37] [39] [43] [51] [54] [59] [60] [63] [81] [83] [88]
89	J. William Murdock	[45] [46]
90	Karen L. Myers	[35]
91	Alexander Nareyek	[35]
92	Vivi Nastase	[80]
93	Sriraam Natarajan	[80]
94	Dana S. Nau	[24] [26] [31] [36] [43] [51] [54]
95	Keith Needels	[55]
96	Jennifer Neville	[91]
97	Sankar K. Pal	[52]
98	Frederick E. Petry	[68] [74]
99	Jean-Charles Pomerol	[27]
100	Marc J. V. Ponsen	[56] [59] [60] [63]
101	Jay Powell	[89]
102	Gregory Provan	[80]
103	John Rachlin	[10] [20]
104	Anita Raja	[80]
105	Ashwin Ram	[80]
106	Francesco Ricci	[22]
107	Mark O. Riedl (Mark Riedl)	[80]
108	Edwina L. Rissland	[39]
109	Ryan A. Rossi	[91]
110	Stuart J. Russell	[80]
111	Ashish Sabharwal	[80]
112	Steven Salzberg (Steven L. Salzberg)	[10] [20]
113	Miquel Sànchez-Marrè	[27]
114	Nabil Sandhu	[42]
115	Ken Satoh	[27]
116	Alan C. Schultz	[35]
117	Sandip Sen	[27]
118	Daniel G. Shapiro	[79]
119	Jan-Georg Smaus	[80]
120	Pieter Spronck	[59] [60] [63]
121	Mohammed H. Sqalli	[39]
122	David J. Stracuzzi	[79]
123	Gita Reese Sukthankar (Gita Sukthankar)	[76] [77] [78] [80]
124	Graham W. Taylor	[87]
125	Catherine Tessier	[27]
126	Elise H. Turner	[27]
127	Roy M. Turner	[27]
128	Karl Tuyls	[80]
129	Gerd Wagner	[35]
130	J. Paul Walser	[35]
131	David L. Waltz	[20]
132	Elizabeth Warner	[68]
133	Ian Watson	[38]
134	Ian D. Watson	[50]
135	Rosina O. Weber (Rosina Weber, Rosina Weber-Lee)	[28] [29] [30] [31] [32] [36] [37] [40] [44]
136	Dietrich Wettschereck	[14] [16] [18]
137	Steven Willmott	[27]
138	Fusun Yaman	[36]
139	Qiang Yang	[49]
140	Michael Zang	[70] [71]

Colors in the list of coauthors

Last update Thu May 24 01:13:30 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page