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Similarity and Compatibility in Fuzzy Set Theory Assessment and Applications

Assessing the degree to which two objects, an object and a query, or two concepts are similar or compatible is a fundamental component of human reasoning and consequently is critical in the development of automated diagnosis, classification, information retrieval and decision systems. The assessment...

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Bibliographic Details
Main Authors: Cross, Valerie V., Sudkamp, Thomas A. (Author)
Format: eBook
Language:English
Published: Heidelberg Physica 2002, 2002
Edition:1st ed. 2002
Series:Studies in Fuzziness and Soft Computing
Subjects:
Artificial Intelligence
Data Structures And Information Theory
Information Theory
Data Structures (computer Science)
Discrete Mathematics
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 1. Introduction
  • 2. The Nature of Similarity
  • 3. Historic Assessment of Compatibility
  • 4. Foundations of Fuzzy Set Theory
  • 5. Compatibility in Fuzzy Inference
  • 6. Compatibility in Approximate Reasoning
  • 7. Set-Theoretic Measures
  • 8. Proximity-Based Measures
  • 9. Logic-Based Measures
  • 10. Fuzzy-Valued Similarity Measures
  • 11. Generic Classification Domain
  • 12. Set-Theoretic Comparative Study
  • 13. Proximity-Based Comparative Study
  • 14. Logic-Based Comparative Study
  • 15. Comparison Among the Three Classes
  • Index of Notation
  • References

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