Advances in Case-Based Reasoning : Second European Workshop, EWCBR-94, Chantilly, France, November 7 - 10, 1994. Selected Papers

This book presents a selection of revised refereed papers taken from the contributions to the Second European Workshop on Case-Based Reasoning, EWCBR-94, held at the Abbaye de Royaumont near Paris in November 1994. The 22 papers included were chosen from a total of 60 submissions. The important evol...

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Corporate Author: SpringerLink (Online service)
Other Authors: Haton, Jean-Paul (Editor), Keane, Mark (Editor), Manago, Michel (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 1995, 1995
Edition:1st ed. 1995
Series:Lecture Notes in Artificial Intelligence
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • Integrating induction in a case-based reasoner
  • Integrating induction and case-based reasoning: Methodological approach and first evaluations
  • Experimental study of an evaluation function for cases imperfectly explained
  • Reasoning with cases imperfectly described and explained
  • Interacting learning-goals: Treating learning as a planning task
  • On the limitations of Memory Based Reasoning
  • A criterion of comparison between two case bases
  • An average predictive accuracy of the nearest neighbor classifier
  • Case-based reasoning for multi-step problems and its integration with heuristic search
  • Qualitative models as a basis for case indices
  • Using gestalten to retrieve cases
  • A comparison of incremental case-based reasoning and inductive learning
  • Examples and remindings in a case-based help system
  • A CBR knowledge representation for practical ethics
  • Case-based spatial design reasoning
  • Case-based support for the design of dynamic system requirements
  • A maintenance approach to case based reasoning
  • Case-based evaluation in computer chess
  • Design of a case-based reasoning system applied to neuropathy diagnosis
  • Controlling a nonlinear hierarchical planner using case replay
  • A classification system for credit card transactions
  • Use of case-based reasoning in the domain of building regulations