This volume draws on papers presented at the 2008 Conference on Information Processing and Management of Uncertainty (IPMU), held in Málaga, Spain, organized by the University of Málaga. The conference brought together some of the world’s leading experts in the study of uncertainty.
Since its first edition, held in 1986, the focus of IPMU conferences has been on the development of foundations and technology needed for the construction of intelligent systems. Over the years, IPMU has grown steadily in visibility and importance, and has evolved into a leading conference in its field, embracing a wide variety of methodologies for dealing with uncertainty and imprecision, and this explains the unusually wide variety of concepts, methods and techniques which are discussed in the book. The growth in importance of IPMU reflects the fact that as we move further into the age of machine intelligence and mechanized decisionmaking, the issue of how to deal with uncertain information becomes an issue of paramount concern.
Author(s): Amory Bisserier, Reda Boukezzoula (auth.), Bernadette Bouchon-Meunier, Luis Magdalena, Manuel Ojeda-Aciego, José-Luis Verdegay, Ronald R. Yager (eds.)
Series: Studies in Fuzziness and Soft Computing 249
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 265
Tags: Computational Intelligence; Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
Linear Fuzzy Regression Using Trapezoidal Fuzzy Intervals....Pages 1-22
Fundamentals for Design and Construction of a Fuzzy Random Forest....Pages 23-42
Mining Exception Rules....Pages 43-63
Degrees of Truth, Ill-Known Sets and Contradiction....Pages 65-83
Algorithms for Trapezoidal Approximations of Fuzzy Numbers Preserving the Expected Interval....Pages 85-98
Possibilistic Similarity Measures....Pages 99-123
Efficient Thresholded Tabulation for Fuzzy Query Answering....Pages 125-141
Linguistic Summaries of Time Series: On Some Additional Data Independent Quality Criteria....Pages 143-166
Preference Modelling Using the Level-Dependent Choquet Integral with Respect to Łukasiewicz Filters....Pages 167-188
Majority Rules Generated by Mixture Operators....Pages 189-201
Belief Function Correction Mechanisms....Pages 203-222
A Comparison of Conditional Coherence Concepts for Finite Spaces....Pages 223-245
On Evidential Markov Chains....Pages 247-264
Back Matter....Pages -
