What's Hot in Case-Based Reasoning

Case-based reasoning addresses new problems by remembering and adapting solutions previously used to solve similar problems. Pulled by the increasing number of applications and pushed by a growing interest in memory intensive techniques, research on case-based reasoning appears to be gaining momentum. In this article, we briefly summarize recent developments in research on case-based reasoning based partly on the recent Twenty Fourth International Conference on Case-Based Reasoning.

[1]  Roger C. Schank,et al.  Dynamic memory - a theory of reminding and learning in computers and people , 1983 .

[2]  PATRICK W. YANER,et al.  VISUAL ANALOGY: VIEWING RETRIEVAL AND MAPPING AS CONSTRAINT SATISFACTION PROBLEMS , 2004 .

[3]  David McSherry,et al.  Introduction to the Special Issue on Explanation in Case-Based Reasoning , 2005, Artificial Intelligence Review.

[4]  David W. Aha,et al.  The omnipresence of case-based reasoning in science and application , 1998, Knowl. Based Syst..

[5]  Jennifer Chu-Carroll,et al.  Building Watson: An Overview of the DeepQA Project , 2010, AI Mag..

[6]  Ralph Bergmann,et al.  Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning , 2016, FLAIRS Conference.

[7]  Gerald Jay Sussman,et al.  A Computer Model of Skill Acquisition , 1975 .

[8]  Barry Smyth,et al.  Remembering To Forget: A Competence-Preserving Case Deletion Policy for Case-Based Reasoning Systems , 1995, IJCAI.

[9]  K K G O E L,et al.  Design, innovation and case-based reasoning , 2006 .

[10]  Kevin D. Ashley,et al.  Textual case-based reasoning , 2005, Knowl. Eng. Rev..

[11]  Steven Bogaerts,et al.  Increasing AI Project Effectiveness with Reusable Code Frameworks: A Case Study Using IUCBRF , 2005, FLAIRS Conference.

[12]  David W. Aha,et al.  Incorporating Transparency During Trust-Guided Behavior Adaptation , 2016, ICCBR.

[13]  R. A. M. O N L O P E Z D E M A N T A R A S,et al.  Retrieval, reuse, revision and retention in case-based reasoning , 2006 .

[14]  Christopher K. Riesbeck,et al.  Inside Case-Based Reasoning , 1989 .

[15]  Reinaldo A. C. Bianchi,et al.  Qualitative Case-Based Reasoning for Humanoid Robot Soccer: A New Retrieval and Reuse Algorithm , 2016, ICCBR.

[16]  Babak Esfandiari,et al.  A Case-Based Reasoning Approach to Imitating RoboCup Players , 2008, FLAIRS.

[17]  Ashok K. Goel,et al.  Meta-Cases: Explaining Case-Based Reasoning , 1996, EWCBR.

[18]  Kevin D. Ashley,et al.  Case-based reasoning and law , 2005, The Knowledge Engineering Review.

[19]  Barry Smyth,et al.  Case-based recommender systems , 2005, The Knowledge Engineering Review.

[20]  David B. Leake,et al.  CBR Meets Big Data: A Case Study of Large-Scale Adaptation Rule Generation , 2015, ICCBR.

[21]  Stefan Wess,et al.  Case-Based Reasoning Technology: From Foundations to Applications , 1998, Lecture Notes in Computer Science.

[22]  Michael M. Richter,et al.  Case-Based Reasoning: A Textbook , 2013 .

[23]  Ashok K. Goel,et al.  Design, innovation and case-based reasoning , 2005, The Knowledge Engineering Review.

[24]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1988, IJCAI 1989.

[25]  T. Roth-Berghofer,et al.  Rapid Prototyping of CBR Applications with the Open Source Tool myCBR , 2008 .

[26]  David Leake,et al.  Case-Based Reasoning: Experiences, Lessons and Future Directions , 1996 .

[27]  David W. Aha,et al.  Conversational Case-Based Reasoning , 2001, Applied Intelligence.

[28]  Agnar Aamodt,et al.  Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches , 1994, AI Commun..

[29]  Ian D. Watson,et al.  Case-based reasoning is a methodology not a technology , 1999, Knowl. Based Syst..

[30]  Pedro A. González-Calero,et al.  Case-based reasoning-inspired approaches to education , 2005, The Knowledge Engineering Review.

[31]  Agnar Aamodt,et al.  Evidence-Driven Retrieval in Textual CBR: Bridging the Gap Between Retrieval and Reuse , 2015, ICCBR.

[32]  Agnar Aamodt,et al.  A Knowledge-Intensive Method for Conversational CBR , 2005, ICCBR.

[33]  Pedro A. González-Calero,et al.  Building CBR systems with jcolibri , 2007, Sci. Comput. Program..