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David W. Aha: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. John Rachlin, Simon Kasif, Steven Salzberg, David W. Aha
    Towards a Better Understanding of Memory-based Reasoning Systems. [Citation Graph (1, 0)][DBLP]
    ICML, 1994, pp:242-250 [Conf]
  2. Marc K. Albert, David W. Aha
    Analyses of Instance-Based Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    AAAI, 1991, pp:553-558 [Conf]
  3. Matthew Molineaux, David W. Aha
    TIELT: A Testbed for Gaming Environments. [Citation Graph (0, 0)][DBLP]
    AAAI, 2005, pp:1690-1691 [Conf]
  4. 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. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1999, pp:870-875 [Conf]
  5. Marc J. V. Ponsen, Héctor Muñoz-Avila, Pieter Spronck, David W. Aha
    Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 2005, pp:1535-1540 [Conf]
  6. Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha
    CaMeL: Learning Method Preconditions for HTN Planning. [Citation Graph (0, 0)][DBLP]
    AIPS, 2002, pp:131-142 [Conf]
  7. David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin
    Inverting Implication with Small Training Sets. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:31-48 [Conf]
  8. David W. Aha, Dietrich Wettschereck
    Case-Based Learning: Beyond Classification of Feature Vectors. [Citation Graph (0, 0)][DBLP]
    ECML, 1997, pp:329-336 [Conf]
  9. Dennis F. Kibler, David W. Aha
    Comparing Instance-Averaging with Instance-Filtering Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    EWSL, 1988, pp:63-79 [Conf]
  10. Francesco Ricci, David W. Aha
    Error-Correcting Output Codes for Local Learners. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:280-291 [Conf]
  11. David W. Aha, Tucker Maney, Len Breslow
    Supporting Dialogue Inferencing in Conversational Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    EWCBR, 1998, pp:262-273 [Conf]
  12. Kalyan Moy Gupta, David W. Aha, Philip G. Moore
    Learning Feature Taxonomies for Case Indexing. [Citation Graph (0, 0)][DBLP]
    ECCBR, 2004, pp:211-226 [Conf]
  13. Kalyan Moy Gupta, David W. Aha, Nabil Sandhu
    Exploiting Taxonomic and Causal Relations in Conversational Case Retrieval. [Citation Graph (0, 0)][DBLP]
    ECCBR, 2002, pp:133-147 [Conf]
  14. Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau, Rosina Weber-Lee
    Integrating Conversational Case Retrieval with generative Planning. [Citation Graph (0, 0)][DBLP]
    EWCBR, 2000, pp:210-221 [Conf]
  15. Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow
    Active Delivery for Lessons Learned Systems. [Citation Graph (0, 0)][DBLP]
    EWCBR, 2000, pp:322-334 [Conf]
  16. Kalyan Moy Gupta, David W. Aha, Philip Moore
    Rough Set Feature Selection Algorithms for Textual Case-Based Classification. [Citation Graph (0, 0)][DBLP]
    ECCBR, 2006, pp:166-181 [Conf]
  17. David W. Aha, Kalyan Moy Gupta
    Causal Query Elaboration in Conversational Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2002, pp:95-100 [Conf]
  18. Irma Becerra-Fernandez, David W. Aha
    Case-Based Problem Solving for Knowledge Management Systems. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 1999, pp:219-223 [Conf]
  19. Kalyan Moy Gupta, David W. Aha
    Towards Acquiring Case Indexing Taxonomies From Text. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2004, pp:- [Conf]
  20. Kalyan Moy Gupta, David W. Aha
    Automating Planning Using Natural Language. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2005, pp:828-829 [Conf]
  21. J. William Murdock, David W. Aha, Len Breslow
    Case-Based Argumentation via Process Models. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2003, pp:134-138 [Conf]
  22. Rosina Weber, David W. Aha, Karl Branting, J. Robert Lucas, Irma Becerra-Fernandez
    Active Case-Based Reasoning for Lessons Delivery System. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2000, pp:170-174 [Conf]
  23. David W. Aha
    The AAAI-99 KM/CBR Workshop: Summary of Contributions. [Citation Graph (0, 0)][DBLP]
    ICCBR Workshops, 1999, pp:37-44 [Conf]
  24. David W. Aha, Len Breslow
    Refining Conversational Case Libraries. [Citation Graph (0, 0)][DBLP]
    ICCBR, 1997, pp:267-278 [Conf]
  25. David W. Aha, Matthew Molineaux, Marc J. V. Ponsen
    Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. [Citation Graph (0, 0)][DBLP]
    ICCBR, 2005, pp:5-20 [Conf]
  26. 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. [Citation Graph (0, 0)][DBLP]
    ICCBR, 1999, pp:288-302 [Conf]
  27. J. William Murdock, David W. Aha, Len Breslow
    Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach. [Citation Graph (0, 0)][DBLP]
    ICCBR, 2003, pp:332-346 [Conf]
  28. Keith Needels, Matthew Molineaux, David W. Aha
    Evaluating Case-Based Systems in Virtual Games. [Citation Graph (0, 0)][DBLP]
    ICCBR Workshops, 2005, pp:206-216 [Conf]
  29. Dietrich Wettschereck, David W. Aha
    Weighting Features. [Citation Graph (0, 0)][DBLP]
    ICCBR, 1995, pp:347-358 [Conf]
  30. David W. Aha
    Incremental, Instance-Based Learning of Independent and Graded Concept Descriptions. [Citation Graph (0, 0)][DBLP]
    ML, 1989, pp:387-391 [Conf]
  31. David W. Aha
    Incremental Constructive Induction: An Instance-Based Approach. [Citation Graph (0, 0)][DBLP]
    ML, 1991, pp:117-121 [Conf]
  32. David W. Aha
    Generalizing from Case studies: A Case Study. [Citation Graph (0, 0)][DBLP]
    ML, 1992, pp:1-10 [Conf]
  33. David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin
    Learning Recursive Relations with Randomly Selected Small Training Sets. [Citation Graph (0, 0)][DBLP]
    ICML, 1994, pp:12-18 [Conf]
  34. Okhtay Ilghami, Héctor Muñoz-Avila, Dana S. Nau, David W. Aha
    Learning approximate preconditions for methods in hierarchical plans. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:337-344 [Conf]
  35. David W. Aha, Dennis F. Kibler
    Noise-Tolerant Instance-Based Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1989, pp:794-799 [Conf]
  36. David W. Aha, Rosina Weber, Héctor Muñoz-Avila, Len Breslow, Kalyan Moy Gupta
    Bridging the Lesson Distribution Gap. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:987-992 [Conf]
  37. Karl Branting, David W. Aha
    Stratified Case-Based Reasoning: Reusing Hierarchical Problem Solving Episodes. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:384-390 [Conf]
  38. Héctor Muñoz-Avila, David W. Aha, Dana S. Nau, Rosina Weber, Len Breslow, Fusun Yaman
    SiN: Integrating Case-based Reasoning with Task Decomposition. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:999-1004 [Conf]
  39. David McSherry, David W. Aha
    The Ins and Outs of Critiquing. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:962-967 [Conf]
  40. Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow
    An Intelligent Lessons Learned Process. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:358-367 [Conf]
  41. Rosina Weber, David W. Aha
    Intelligent elicitation of military lessons. [Citation Graph (0, 0)][DBLP]
    IUI, 2002, pp:226-227 [Conf]
  42. David W. Aha
    Conversational Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    PReMI, 2005, pp:30- [Conf]
  43. Kalyan Moy Gupta, Philip G. Moore, David W. Aha, Sankar K. Pal
    Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents. [Citation Graph (0, 0)][DBLP]
    PReMI, 2005, pp:792-798 [Conf]
  44. David W. Aha, Matthew Molineaux, Philip Moore
    A Testbed for Evaluating AI Research Systems in Commercial Games. [Citation Graph (0, 0)][DBLP]
    AIIDE, 2006, pp:137-138 [Conf]
  45. Simon Kasif, Steven Salzberg, David L. Waltz, John Rachlin, David W. Aha
    A Probabilistic Framework for Memory-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1998, v:104, n:1-2, pp:287-311 [Journal]
  46. 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 Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner
    Reports on the AAAI 1999 Workshop Program. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 2000, v:21, n:1, pp:95-100 [Journal]
  47. 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. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 2001, v:22, n:1, pp:127-136 [Journal]
  48. Cynthia R. Marling, Mohammed H. Sqalli, Edwina L. Rissland, Héctor Muñoz-Avila, David W. Aha
    Case-Based Reasoning Integrations. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 2002, v:23, n:1, pp:69-86 [Journal]
  49. David W. Aha
    Editorial. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 1997, v:11, n:1-5, pp:7-10 [Journal]
  50. Dietrich Wettschereck, David W. Aha, Takao Mohri
    A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 1997, v:11, n:1-5, pp:273-314 [Journal]
  51. David W. Aha, Len Breslow, Héctor Muñoz-Avila
    Conversational Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2001, v:14, n:1, pp:9-32 [Journal]
  52. David W. Aha, Héctor Muñoz-Avila
    Introduction: Interactive Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2001, v:14, n:1, pp:7-8 [Journal]
  53. Dennis F. Kibler, David W. Aha, Marc K. Albert
    Instance-based prediction of real-valued attributes. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1989, v:5, n:, pp:51-57 [Journal]
  54. Rosina Weber, David W. Aha
    Intelligent delivery of military lessons learned. [Citation Graph (0, 0)][DBLP]
    Decision Support Systems, 2003, v:34, n:3, pp:287-304 [Journal]
  55. Rosina Weber, David W. Aha, Irma Becerra-Fernandez
    Intelligent lessons learned systems. [Citation Graph (0, 0)][DBLP]
    Expert Syst. Appl., 2001, v:20, n:1, pp:17-34 [Journal]
  56. David W. Aha
    Tolerating Noisy, Irrelevant and Novel Attributes in Instance-Based Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    International Journal of Man-Machine Studies, 1992, v:36, n:2, pp:267-287 [Journal]
  57. David W. Aha
    The omnipresence of case-based reasoning in science and application. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 1998, v:11, n:5-6, pp:261-273 [Journal]
  58. David W. Aha, Dennis F. Kibler, Marc K. Albert
    Instance-Based Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1991, v:6, n:, pp:37-66 [Journal]
  59. Luke McDowell, Kalyan Moy Gupta, David W. Aha
    Cautious Inference in Collective Classification. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:596-601 [Conf]
  60. Luke McDowell, Kalyan Moy Gupta, David W. Aha
    Case-Based Collective Classification. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2007, pp:399-404 [Conf]
  61. David McSherry, David W. Aha
    Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues. [Citation Graph (0, 0)][DBLP]
    ICCBR, 2007, pp:107-121 [Conf]
  62. Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha
    Knowledge acquisition for adaptive game AI. [Citation Graph (0, 0)][DBLP]
    Sci. Comput. Program., 2007, v:67, n:1, pp:59-75 [Journal]

  63. IMT: A Mixed-Initiative Data Mapping and Search Toolkit. [Citation Graph (, )][DBLP]


  64. Goal-Driven Autonomy in a Navy Strategy Simulation. [Citation Graph (, )][DBLP]


  65. Enabling the Interoperability of Large-Scale Legacy Systems. [Citation Graph (, )][DBLP]


  66. Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. [Citation Graph (, )][DBLP]


  67. Learning Continuous Action Models in a Real-Time Strategy Environment. [Citation Graph (, )][DBLP]


  68. Beating the Defense: Using Plan Recognition to Inform Learning Agents. [Citation Graph (, )][DBLP]


  69. Meta-Prediction for Collective Classification. [Citation Graph (, )][DBLP]


  70. Applying Goal Driven Autonomy to a Team Shooter Game. [Citation Graph (, )][DBLP]


  71. Case-Based Reasoning in Transfer Learning. [Citation Graph (, )][DBLP]


  72. Case-Based Collective Inference for Maritime Object Classification. [Citation Graph (, )][DBLP]


  73. Goal-Driven Autonomy with Case-Based Reasoning. [Citation Graph (, )][DBLP]


  74. Improving Offensive Performance Through Opponent Modeling. [Citation Graph (, )][DBLP]


  75. Constructing Game Agents from Video of Human Behavior. [Citation Graph (, )][DBLP]


  76. Learning Preconditions for Planning from Plan Traces and HTN Structure. [Citation Graph (, )][DBLP]


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