Communications in Computer and Information Science

Advances in Computational Intelligence, Part I

14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9 - 13, 2012. Proceedings, Part I

Editors: Greco, S., Bouchon-Meunier, B., Coletti, G., Fedrizzi, M., Matarazzo, B., Yager, R.R. (Eds.)

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About this book

These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach.

Table of contents (65 chapters)

  • Dynamic Quantification of Process Parameters in Viscose Production with Evolving Fuzzy Systems

    Cernuda, Carlos (et al.)

    Pages 1-10

  • Statistical Dynamic Classification to Detect Changes in Temperature Time Series

    Hartert, Laurent (et al.)

    Pages 11-20

  • A Possibilistic Rule-Based Classifier

    Bounhas, Myriam (et al.)

    Pages 21-31

  • Uncertainty and Trust Estimation in Incrementally Learning Function Approximation

    Buschermöhle, Andreas (et al.)

    Pages 32-41

  • On the VC-Dimension of the Choquet Integral

    Hüllermeier, Eyke (et al.)

    Pages 42-50

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-3-642-31709-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $159.00
price for USA
  • ISBN 978-3-642-31708-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Computational Intelligence, Part I
Book Subtitle
14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9 - 13, 2012. Proceedings, Part I
Editors
  • Salvatore Greco
  • Bernadette Bouchon-Meunier
  • Giulianella Coletti
  • Mario Fedrizzi
  • Benedetto Matarazzo
  • Ronald R. Yager
Series Title
Communications in Computer and Information Science
Series Volume
297
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-31709-5
DOI
10.1007/978-3-642-31709-5
Softcover ISBN
978-3-642-31708-8
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XVI, 658
Number of Illustrations and Tables
114 b/w illustrations
Topics