Communications in Computer and Information Science

Information Processing and Management of Uncertainty in Knowledge-Based Systems

13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part I

Editors: Hüllermeier, Eyke, Kruse, Rudolf, Hoffmann, Frank (Eds.)

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About this book

The International Conference on Information Processing and Management of - certainty in Knowledge-Based Systems, IPMU, is organized every two years with the aim of bringing together scientists working on methods for the management of uncertainty and aggregation of information in intelligent systems. Since 1986, this conference has been providing a forum for the exchange of ideas between th theoreticians and practitioners working in these areas and related ?elds. The 13 IPMU conference took place in Dortmund, Germany, June 28–July 2, 2010. This volume contains 79 papers selected through a rigorous reviewing process. The contributions re?ect the richness of research on topics within the scope of the conference and represent several important developments, speci?cally focused on theoretical foundations and methods for information processing and management of uncertainty in knowledge-based systems. We were delighted that Melanie Mitchell (Portland State University, USA), Nihkil R. Pal (Indian Statistical Institute), Bernhard Sch¨ olkopf (Max Planck I- titute for Biological Cybernetics, Tubing ¨ en, Germany) and Wolfgang Wahlster (German Research Center for Arti?cial Intelligence, Saarbruc ¨ ken) accepted our invitations to present keynote lectures. Jim Bezdek received the Kamp´ede F´ eriet Award, granted every two years on the occasion of the IPMU conference, in view of his eminent research contributions to the handling of uncertainty in clustering, data analysis and pattern recognition.

Table of contents (79 chapters)

  • An Algorithm to Find a Perfect Map for Graphoid Structures

    Baioletti, Marco (et al.)

    Pages 1-10

  • An Empirical Study of the Use of the Noisy-Or Model in a Real-Life Bayesian Network

    Bolt, Janneke H. (et al.)

    Pages 11-20

  • Possibilistic Graphical Models and Compositional Models

    Vejnarová, Jiřina

    Pages 21-30

  • Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection

    Pollard, Evangeline (et al.)

    Pages 31-39

  • Approximation of Data by Decomposable Belief Models

    Jiroušek, Radim

    Pages 40-49

Buy this book

eBook $159.00
price for USA (gross)
  • ISBN 978-3-642-14055-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $209.00
price for USA
  • ISBN 978-3-642-14054-9
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Information Processing and Management of Uncertainty in Knowledge-Based Systems
Book Subtitle
13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part I
Editors
  • Eyke Hüllermeier
  • Rudolf Kruse
  • Frank Hoffmann
Series Title
Communications in Computer and Information Science
Series Volume
80
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Heidelberg
eBook ISBN
978-3-642-14055-6
DOI
10.1007/978-3-642-14055-6
Softcover ISBN
978-3-642-14054-9
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XXIII, 764
Number of Illustrations and Tables
136 b/w illustrations
Topics