Case-Based Approximate Reasoning

Case-based reasoning (CBR) has received a great deal of attention in recent years and has established itself as a core methodology in the field of artificial intelligence. The key idea of CBR is to tackle new problems by referring to similar problems that have already been solved in the past. More p...

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Bibliographic Details
Main Author: Hüllermeier, Eyke (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Dordrecht : Springer Netherlands, 2007.
Series:Theory and Decision Library ; 44
Subjects:
Online Access:Full Text via HEAL-Link
Table of Contents:
  • Similarity and Case-Based Inference
  • Constraint-Based Modeling of Case-Based Inference
  • Probabilistic Modeling of Case-Based Inference
  • Fuzzy Set-Based Modeling of Case-Based Inference I
  • Fuzzy Set-Based Modeling of Case-Based Inference II
  • Case-Based Decision Making
  • Conclusions and Outlook.