Case-Based Reasoning
Links
ML & CBR Folks
http://www.aic.nrl.navy.mil/~aha/people.html
A list of home pages for people in machine learning and case-based reasoning.
CADET - Case-based Design Tool
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/cadet/ftp/docs/CADET.html
"System that aids conceptual design of electro-mechanical devices and is based on the paradigm of Case-based Reasoning." Project information, members, publications.
CBR: Foundational Issues, Methodological Variations, and System Approaches
http://www.iiia.csic.es/People/enric/AICom.html
"This paper gives an overview of the foundational issues related to case-based reasoning, describes some of the leading methodological approaches within the field, and exemplifies the current state through pointers to some systems." Published in 1994 in AICOM (Artificial Intelligence Communications).
Improving Accuracy by Combining Rule-based and Case-based Reasoning
http://www.merl.com/reports/TR94-19a/
Abstract for full paper, PDF full text available. "An architecture is presented for combining rule-based and case-based reasoning." Published in Artificial Intelligence in 1996.
CMU AI Repository: CBR Area
http://www-cgi.cs.cmu.edu/afs/cs.cmu.edu/project/ai-repository/ai/areas/reasonng/case_bsd/0.html
Direct link to CBR software and materials in the CMU AI repository.
Intro to CBR
http://www.aiai.ed.ac.uk/links/cbr.html
Short intro includes information about technical issues, applications, suitability conditions, tools, and related websites and mailing lists.
Creating User Interface Components by CBR
http://www.acm.org/sigchi/chi96/proceedings/intpost/Joshi/js_txt.html
"helps a developer to select an application menu from a set of menus that are appropriate for the developer's project. It then inserts that menu directly into the developer's project. This paper uses CBR in creating user interface objects to achieve software reuse in a very effective and simple way." Published in CHI96.
Case-Based Reasoning: Experiences, Lessons, and Future Directions
http://www.cs.indiana.edu/hyplan/leake/papers/a-96-book.html
Home page for the AAAI Press book, edited by David Leake. Includes the table of contents and a link to an on-line version of the chapter "CBR in Context: The Present and Future," a tutorial and overview of case-based reasoning research and applications.
Case-based Reasoning website of the IIIA
http://www.iiia.csic.es/Projects/cbr/
This is the website for all R&D work related to Case-based Reasoning (CBR) performed on the Institut d'Investigació en Intelligència Artificial (IIIA).
University of Massachusetts - Amherst CBR Group
Information about research, publications, abstracts, and personnel.
Artificial Intelligence and Case-Based Reasoning (AI-CBR) Group
http://www.kddresearch.org/Groups/AI-CBR
Affiliated with the Laboratory for Knowledge Discovery in Databases (KDD) at Kansas State University - emphasis on open-source software for AI and CBR