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Case-Based Reasoning
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ML & CBR Folks
A list of home pages for people in machine learning and case-based reasoning.
CMU AI Repository: CBR Area
Direct link to CBR software and materials in the CMU AI repository.
AI-CBR
Featured papers, researchers and projects, links to CBR people, research centres and projects, a guide to software tools, searchable online bibliography, virtual library, and a mailing list.
Intro to CBR
Short intro includes information about technical issues, applications, suitability conditions, tools, and related websites and mailing lists.
CADET - Case-based Design Tool
"System that aids conceptual design of electro-mechanical devices and is based on the paradigm of Case-based Reasoning." Project information, members, publications.
Case-Based Reasoning: Experiences, Lessons, and Future Directions
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.
University of Massachusetts - Amherst CBR Group
Information about research, publications, abstracts, and personnel.
CBR: Foundational Issues, Methodological Variations, and System Approaches
"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).
Case-based Reasoning website of the IIIA
Research and development work related to Case-based Reasoning (CBR) performed on the Institut d'Investigació en Intelligència Artificial (IIIA).
Illation: Case Based Reasoning on Java platform
Java-based Artificial Intelligence technology: Experience Based Reasoning and Case Based Reasoning, Neural Networks and Natural Language Processing for knowledge management, dissemination, and retrieval.
Artificial Intelligence and Case-Based Reasoning (AI-CBR) Group
Affiliated with the Laboratory for Knowledge Discovery in Databases (KDD) at Kansas State University - emphasis on open-source software for AI and CBR
Imaging procedure selection and CBR
Abstract of paper about use of CBR in radiology (selecting diagnostic imagery techniques).
Improving Accuracy by Combining Rule-based and Case-based Reasoning
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.
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