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Top 20 Directory:
Top : Computers : Artificial_Intelligence : Machine_Learning : Case-Based_Reasoning
Sites:
  • "Applying Case-Based Reasoning": Contents of book by Ian Watson, on Morgan Kaufmann Publishers site. Can order online.
  • AAAI CBR Resources: Books, Proceedings, Electronic Resources, Mailing Lists/Newsletters, Web sites.
  • AI-CBR: Featured papers, researchers and projects, links to CBR people, research centres and projects, along with a comprehensive guide to software tools, a searchable online bibliography, virtual library, and a mailing list.
  • 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
  • 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 website of the IIIA: 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).
  • 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.
  • CBR for Accumulating System Expertise: CBR is proposed as a basis to support recognition-primed decision making by system operators. A conceptual architecture that uses case-based reasoning as a source of control expertise is offered to support operations planning and automatic control. Published in 1995 Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics.
  • 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).
  • CMU AI Repository: CBR Area: Direct link to CBR software and materials in the CMU AI repository.
  • Creating User Interface Components by CBR: "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.
  • 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.
  • 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.
  • Intro to CBR: Short intro includes information about technical issues, applications, suitability conditions, tools, and related websites and mailing lists.
  • ML & CBR Folks: A list of home pages for people in machine learning and case-based reasoning.
  • University of Massachusetts - Amherst CBR Group: Information about research, publications, abstracts, and personnel.
  • Visualization In CBR: Presents software and a master's thesis on new visualization methods in CBR, part of a framework that aids in establishment and employing new CBR systems.


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