Representation and Management Issues for Case-Based Reasoning Systems

[1]  John McCarthy,et al.  Programs with common sense , 1960 .

[2]  B. Ripley,et al.  Pattern Recognition , 1968, Nature.

[3]  A. Tversky Features of Similarity , 1977 .

[4]  John Gaschnig,et al.  A Problem Similarity Approach to Devising Heuristics: First Results , 1979, IJCAI.

[5]  K. Holyoak,et al.  Analogical problem solving , 1980, Cognitive Psychology.

[6]  Jaime G. Carbonell,et al.  A Computational Model of Analogical Problem Solving , 1981, IJCAI.

[7]  Herbert A. Simon,et al.  WHY SHOULD MACHINES LEARN , 1983 .

[8]  Moshe Burstein,et al.  Concept formatio n by incremental analogica l reasoning and debugging , 1983 .

[9]  Janet L. Kolodner,et al.  Maintaining Organization in a Dynamic Long-Term Memory , 1983, Cogn. Sci..

[10]  Dedre Gentner,et al.  Structure-Mapping: A Theoretical Framework for Analogy , 1983, Cogn. Sci..

[11]  Jaime G. Carbonell,et al.  Derivational Analogy and Its Role in Problem Solving , 1983, AAAI.

[12]  Satosi Watanabe,et al.  Pattern Recognition: Human and Mechanical , 1985 .

[13]  Jr. Robert Lee Simpson,et al.  A computer model of case-based reasoning in problem solving: an investigation in the domain of dispute mediation (analogy, machine learning, conceptual memory) , 1985 .

[14]  Keith J. Holyoak,et al.  The Pragmatics of Analogical Transfer , 1985 .

[15]  Michael Lebowitz,et al.  Not the Path to Perdition: The Utility of Similarity-Based Learning , 1986, AAAI.

[16]  David L. Waltz,et al.  Toward memory-based reasoning , 1986, CACM.

[17]  Christopher K. Riesbeck,et al.  Experience, Memory and Reasoning , 1986 .

[18]  Roger C. Schank,et al.  Explanation Patterns: Understanding Mechanically and Creatively , 1986 .

[19]  Richard Alterman,et al.  An Adaptive Planner , 1986, AAAI.

[20]  Kevin D. Ashley,et al.  Hypotheticals as Heuristic Device , 1986, HLT.

[21]  David Bailey,et al.  Similarity networks as a knowledge representation for space applications , 1987 .

[22]  Dedre Gentner,et al.  Mechanisms of Analogical Learning. , 1987 .

[23]  Kevin D. Ashley,et al.  A case-based system for trade secrets law , 1987, ICAIL '87.

[24]  Janet L. Kolodner Capitalizing on Failure through Case-Based Inference , 1987 .

[25]  David W. Aha,et al.  Learning Representative Exemplars of Concepts: An Initial Case Study , 1987 .

[26]  Janet L. Kolodner,et al.  Using Experience in Clinical Problem Solving: Introduction and Framework , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[27]  Ekaterini P. Sycara Resolving adversarial conflicts: an approach integration case-based and analytic methods , 1987 .

[28]  Wendy G. Lehnert,et al.  Some Experiments with Case-Based Search , 1988, AAAI.

[29]  Phyllis Koton,et al.  Using experience in learning and problem solving , 1988 .

[30]  William Mark,et al.  Explanation-Based Indexing of Cases , 1988, AAAI.

[31]  Kevin D. Ashley,et al.  Waiting on Weighting: A Symbolic Least Commitment Approach , 1988, AAAI.

[32]  Richard Alterman,et al.  Adaptive Planning , 1988, Cogn. Sci..

[33]  Phyllis Koton,et al.  Reasoning about Evidence in Causal Explanations , 1988, AAAI.

[34]  Jaime G. Carbonell,et al.  Integrating derivational analogy into a general problem-solving architecture , 1988 .

[35]  Bruce W. Porter,et al.  AI Research in the Context of a Multifunctional Knowledge Base: The BotanyKnowledge Base Project , 1988 .

[36]  L. Birnbaum,et al.  The transfer of experience across planning domains through the acquisition of abstract strategies , 1988 .

[37]  Kristian J. Hammond,et al.  Case-Based Planning: Viewing Planning as a Memory Task , 1989 .

[38]  Kristian J. Hammond,et al.  Opportunistic memory , 1989, IJCAI 1989.

[39]  R. Bareiss Exemplar-Based Knowledge Acquisition: A Unified Approach to Concept Representation, Classification, and Learning , 1990 .

[40]  A. Ortony,et al.  Similarity and Analogical Reasoning , 1991 .

[41]  Janet L. Kolodner,et al.  A schema-based model of adaptive problem-solving , 1989 .

[42]  Ashok K. Goel,et al.  Integration of case-based reasoning and model-based reasoning for adaptive design problem-solving , 1989 .

[43]  Melissa P. Chase,et al.  Knowledge Representation in a Case-Based Reasoning System: Defaults and Exceptions , 1989, KR.

[44]  Evangelos Simoudis,et al.  Validated Retrieval in Case-Based Reasoning , 1990, AAAI.

[45]  Kevin D. Ashley Modeling legal argument - reasoning with cases and hypotheticals , 1991, Artificial intelligence and legal reasoning.

[46]  Michael Freed,et al.  Model-Based Diagnosis of Planning Failures , 1990, AAAI.

[47]  Roger Schank Matthew Brand Robin Burke Eric,et al.  Towards a General Content Theory of Indices , 1990 .

[48]  Ray Bareiss,et al.  Concept Learning and Heuristic Classification in WeakTtheory Domains , 1990, Artif. Intell..

[49]  Karl Branting,et al.  Integrating rules and precedents for classification and explanation: automating legal analysis , 1990 .

[50]  David Heckerman,et al.  Similarity networks for the construction of multiple-faults belief networks , 1990, UAI.

[51]  Matthias Jarke,et al.  Telos: representing knowledge about information systems , 1990, TOIS.

[52]  Lawrence Birnbaum,et al.  Problem-solver state descriptions as abstract indices for case retrieval , 1990, AAAI 1990.

[53]  Diane J. Cook The Base Selection Task in Analogical Planning , 1991, IJCAI.

[54]  Juho Nikkola,et al.  Applying case-based reasoning to manufacturing systems design , 1991 .

[55]  H. V. Jagadish,et al.  A retrieval technique for similar shapes , 1991, SIGMOD '91.

[56]  Alex Kass,et al.  Developing creative hypotheses by adapting explanations , 1991 .

[57]  Paul S. Rosenbloom,et al.  Improving Rule-Based Systems Through Case-Based Reasoning , 1991, AAAI.

[58]  David Gelernter,et al.  FGP: A Virtual Machine for Acquiring Knowledge from Cases , 1991, IJCAI.

[59]  Katia Sycara,et al.  Behavioral synthesis in CADET, a case-based design tool , 1991, [1991] Proceedings. The Seventh IEEE Conference on Artificial Intelligence Application.

[60]  Daniel L. Chester,et al.  A Formal Basis for Analogical Reasoning , 1991, KR.

[61]  Eric Andrew Domeshek Do the right thing: a component theory for indexing stories as social advice , 1992 .

[62]  Padraig Cunningham,et al.  Déjà Vu: A Hierarchical Case-Based Reasoning System for Software Design , 1992, ECAI.

[63]  Paul D. Scott,et al.  Why Generalize? Hybrid Representations and Instance-Based Learning , 1992, ECAI.

[64]  David Hinkle,et al.  Applying case-based reasoning to autoclave loading , 1992, IEEE Expert.

[65]  A. Gonzalez,et al.  A case-based reasoning approach to real estate property appraisal , 1992 .

[66]  Naomichi Sueda,et al.  Use of multiple cases in case-based design , 1992, Proceedings Eighth Conference on Artificial Intelligence for Applications.

[67]  Evangelos Simoudis,et al.  Using case-based retrieval for customer technical support , 1992, IEEE Expert.

[68]  Richard O. Wycko CBR Assisted Explanation of GA Results , 1992 .

[69]  Ashok K. Goel,et al.  Case-based design support: a case study in architectural design , 1992, IEEE Expert.

[70]  David W. Aha,et al.  Tolerating Noisy, Irrelevant and Novel Attributes in Instance-Based Learning Algorithms , 1992, Int. J. Man Mach. Stud..

[71]  David C. Wilkins,et al.  Readings in Knowledge Acquisition and Learning: Automating the Construction and Improvement of Expert Systems , 1992 .

[72]  Stuart H. Rubin,et al.  Case-based learning: A new paradigm for automated knowledge acquisition , 1992 .

[73]  Eric K. Jones,et al.  Model-Based Case Adaptation , 1992, AAAI.

[74]  Hiroaki Kitano,et al.  Building Large-Scale and Corporate-Wide Case-Based Systems: Integration of the Organizational and Machine Executable Algorithms , 1992, AAAI.

[75]  Karl Branting,et al.  Compositional Instance-Based Acquisition of Preference Predicates , 1993 .

[76]  Edwina L. Rissland,et al.  Case-Based Diagnostic Analysis in a Blackboard Architecture , 1993, AAAI.

[77]  Janice I. Glasgow,et al.  Hybrid Case-Based Reasoning for the Diagnosis of Complex Devices , 1993, AAAI.

[78]  Carole D. Hafner,et al.  Representing teleological structure in case-based legal reasoning: the missing link , 1993, ICAIL '93.

[79]  Bruce G. Buchanan,et al.  Protein Secondary Structure Prediction Using Two-Level Case-Based Reasoning , 1993, ISMB.

[80]  Anthony G. Francis,et al.  Computational Models of the Utility Problem and their Application to a Utility Analysis of Case-Based Reasoning , 1993 .

[81]  Claire Cardie,et al.  Using Decision Trees to Improve Case-Based Learning , 1993, ICML.

[82]  Janet L. Kolodner,et al.  Paying Attention to the Right Thing: Issues of Focus in Case-Based Creative Design , 1993 .

[83]  Hiroaki Kitano,et al.  Case-Method: A Methodology for Building Large-Scale Case-Based Systems , 1993, AAAI.

[84]  Daniel E. O'Leary,et al.  Verification and validation of case-based systems , 1993 .

[85]  Ashwin Ram,et al.  AQUA: Questions that drive the explanation process , 1993 .

[86]  Ashwin Ram,et al.  A Multistrategy Case-Based and Reinforcement Learning Approach to Self-Improving Reactive Control Systems for Autonomous Robotic Navigation , 1993 .

[87]  David Stuart Robertson,et al.  KICS: a knowledge-intensive case-based reasoning system for statutory building regulations and case histories , 1993, ICAIL '93.

[88]  Thomas Rose,et al.  Task-oriented and similarity-based retrieval , 1994, Proceedings KBSE '94. Ninth Knowledge-Based Software Engineering Conference.

[89]  Ian D. Watson,et al.  An Introduction to Case-Based Reasoning , 1995, UK Workshop on Case-Based Reasoning.

[90]  Kenneth D. Forbus,et al.  MAC/FAC: A Model of Similarity-Based Retrieval , 1995, Cogn. Sci..