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Studies in Computational Intelligence

Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Computational Intelligence and Soft Computing Applications

Authors: Kaburlasos, Vassilis G.

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  • ISBN 978-3-540-34170-3
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Hardcover $179.99
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  • ISBN 978-3-540-34169-7
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Softcover $199.00
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  • ISBN 978-3-642-07058-7
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  • Usually dispatched within 3 to 5 business days.
About this book

By ‘model’ we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of data in different application domains. This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Origins in Context

    Pages 3-4

    Kaburlasos, Prof. Vassilis G.

  • Relevant Literature Review

    Pages 5-18

    Kaburlasos, Prof. Vassilis G.

  • Novel Mathematical Background

    Pages 21-34

    Kaburlasos, Prof. Vassilis G.

  • Real-World Grounding

    Pages 35-62

    Kaburlasos, Prof. Vassilis G.

  • Knowledge Representation

    Pages 63-66

    Kaburlasos, Prof. Vassilis G.

Buy this book

eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-540-34170-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-540-34169-7
  • with online files
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA in USD
  • ISBN 978-3-642-07058-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory
Book Subtitle
Computational Intelligence and Soft Computing Applications
Authors
Series Title
Studies in Computational Intelligence
Series Volume
27
Copyright
2006
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-34170-3
DOI
10.1007/978-3-540-34170-3
Hardcover ISBN
978-3-540-34169-7
Softcover ISBN
978-3-642-07058-7
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XXII, 245
Topics