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Case-Based Reasoning in Diagnostic Problem Solving: Alternative or Complementary to MBR? (2004)  (Make Corrections)  
Pietro Torasso



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Abstract: Case-based reasoning is a problem solving paradigm which emphasizes the reuse of stored cases to solve new similar problems [2]. The cases are composed by a problem description (in simple domains just a list at attribute, value pairs) and by the solution to the problem. CBR involves a number of techniques for indexing cases, retrieving them, possibly adapting the retrieved solution, and for managing the case base. (Update)

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BibTeX entry:   (Update)

@misc{ torasso-casebased,
  author = "Pietro Torasso",
  title = "Case-Based Reasoning in Diagnostic Problem Solving: Alternative or Complementary
    to MBR?",
  url = "citeseer.ist.psu.edu/torasso04casebased.html" }
Citations (may not include all citations):
531   Case based Reasoning (context) - Kolodner - 1993
99   Planning and learning by analogical reasoning (context) - Veloso - 1994
49   Applying Case-Based Reasoning: Techniques for Enterprise Sys.. (context) - Watson - 1997
26   Plan reuse versus plan generation: a theoretical and empiric.. - Nebel, Koehler - 1995
3   Conversational CaseBased Reasoning - Aha, Breslow et al. - 2001
3   the Usefulness of re-using diagnostic solutions - Portinale, Torasso - 1996
3   Maintaining Case-Based Reasoners: Dimensions and Directions (context) - Wilson, Leake - 2001
2   Performance issues in unimodal and multimodal reasoning appr.. (context) - Magro, Torasso - 2000
1   Case Base Maintenance (context) - Portinale, Torasso - 2001
1   Multi-modal Diagnosis Combining Case-Based and Model-Based R.. (context) - Portinale, Torasso et al.
1   Case-based Reasoning Integrations (context) - Marling, Sqalli et al. - 2002

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