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

ISBN-13: 9783540603641 / Angielski / Miękka / 1995 / 314 str.

Jean-Paul Haton;Mark Keane;Michel Manago

Opis

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. This book documents the progress achieved in CBR methods and tools.

Spis treści

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.