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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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)
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An Algorithm to Find a Perfect Map for Graphoid Structures
Pages 1-10
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An Empirical Study of the Use of the Noisy-Or Model in a Real-Life Bayesian Network
Pages 11-20
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Possibilistic Graphical Models and Compositional Models
Pages 21-30
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Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection
Pages 31-39
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Approximation of Data by Decomposable Belief Models
Pages 40-49
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Table of contents (79 chapters)
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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
- 136 b/w illustrations
- Topics
