Computational Intelligence for Knowledge-Based System Design: 13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings - Lecture Notes in Computer Science 2010 edition

Marc Notes: Includes bibliographical references and index. Table of Contents: Machine Learning and Data Mining -- Similarity and Instinguishability -- Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View / Bernadette Bouchon-Meunier, Giulianella Coletti, Marie-Jeanne Lesot, Maria Rifqi -- A Stochastic Treatment of Similarity / Anca Ralescu, Sofia Visa, Stefana Popovici -- Order-Based Equivalence Degrees for Similarity and Distance Measures / Marie-Jeanne Lesot, Maria Rifqi -- Comparing Partitions by Subset Similarities / Thomas A. Runkler -- Finitely Valued Indistinguishability Operators / Gaspar Mayor, Jordi Recasens -- Discovering Rules-Based Similarity in Microarray Data / Andrzej Janusz -- Clustering and Classification -- Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion / Ludmila Himmelspach, Stefan Conrad -- Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering / M. Carmen Aranda, Carlos Caballero -- On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers / Edwin Lughofer -- Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning / Alberto Fernandez, Mara Jose del Jesus, Francisco Herrera -- Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints / Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag -- Web Page Classification: A Probabilistic Model with Relational Uncertainty / Elisabetta Fersini, Enza Messina, Francesco Archetti -- Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels / Zoulficar Younes, Fahed Abdallah, Thierry Denoeux -- A K-Neareat Neighbours Method Based on Lower Previsions / Sebastien Destercke -- Statistics with Imprecise Data -- Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts / Enric Trillas, Takehiko Nakama, Itziar Garcia-Honrado -- On Dealing with Imprecise Information in a Content Based Image Retrieval System / Tatiana Jaworska, Janusz Kacprzyk, Nicolas Marin, Stawomir Zadrozny -- Au Extension of Stochastic Dominance to Fuzzy Random Variables / Farid Aiche, Didier Dubois -- Correlation of Intuitionistic Fuzzy Sets / Eulalia Szmidt, Janusz Kacprzyk -- A Correlation Ratio for Possibility Distributions / Robert Puller, Jozsef Mezei, Peter Varlaki -- Data Analysis -- On Nonparametric Predictive Inference for Ordinal Data / Frank P. A. Coolen, Pauline Coolen-Schrijner, Tahani A. Maturi -- Using Cloudy Kernels for Imprecise Linear Filtering / Sebastien Destercke, Olivier Strauss -- Peakedness and Generalized Entropy for Continuous Density Functions / Ines Couso, Didier Dubois -- The Most Representative Utility Function for Non-Additive Robust Ordinal Regression / Silvia Angilella, Salvatore Greco, Benedetto Matarazzo -- Alternative Normalization Schemas for Bayesian Confirmation Measures / Salvatore Greco, Roman Stowinski, Izabela Szczech -- Feature Analysis -- Gender and Age Estimation from Synthetic Face Images / Alberto N. Escalante, B. Laurenz Wiskott -- Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity / Kemal Ince, Frank Klawonn -- Concept Analysis -- Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling / Yassine Djouadi, Didier Dubois, Henri Prade -- A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis / Bruno Gaume, Emmanuel Navarro, Henri Prade -- Negotiation as Creative Social Interaction Using Concept Hierarchies / Frederick E. Petry, Ronald R. Yager -- Temporal Data Mining -- Estimating Top-k Destinations in Data Streams / Nuno Homem, Joao Paulo Carvalho -- A Data Mining Algorithm for Inducing Temporal Constraint Networks / Miguel R. alvarez, Paulo Felix, Purificacion Carinena, Abraham Otero -- Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm / Arnaud Quirin, Oscar Gordon, Prakash Shelokar, Carmen Zarco -- Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns / Gernot Herbst, Steffen F. Bocklisch -- Time Series Comparison Using Linguistic Fuzzy Techniques / Rita Castillo-Ortega, Nicolas Marin, Daniel Sanchez -- Granular Approach for Evolving System Modeling / Daniel Leite, Pyramoi Costa Jr., Fernando Gomide -- Data Mining Applications -- Data Mining in Precision Agriculture: Management of Spatial Information / Georg Ru?, Alexander Brenning -- Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis / Andre Lemos, Walmir Gaminhas, Fernando Gomide -- Dispersion Estimates for Telecommunications Fraud / Nuno Homem, Joao Paulo Carvalho -- The Link Prediction Problem in Bipartite Networks / Jerome Kunegis, Ernesto W. De Luca, Sahin Albayrak -- Aggregation and Fusion -- Aggregation -- Symmetrization of Modular Aggregation Functions / Radko Mesiar, Andrea Mesiarova-Zemankova -- Smooth Aggregation Functions on Finite Scales / Margalida Mas, Miquel Monserrat, Joan Torrens -- Dual Representable Aggregation Functions and Their Derived S-Implications / Isabel Aguilo, Marc Carbonell, Jaume Suner, Joan Torrens -- Aggregation Functions with Stronger Types of Monotonicity / Erich Peter Klement, Maddalena Manzi, Radko Mesiar -- Some Remarks on the Characterization of Idempotent Uninorms / Daniel Ruiz-Aguilera, Joan Torrens, Bernard De Baets, Janos Fodor -- On the Median and Its Extensions / Gleb Beliakov, Humberto Bustince, Javier Fernandez -- Information Fusion -- Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition / Yousri Kessentini, Thomas Burger, Thierry Paquet -- Using Uncertainty Information to Combine Soft Classifications / Luisa M. S. Goncalves, Cidalia C. Fonte, Mario Caetano -- Performance Evaluation of a Fusion System Devoted to Image Interpretation / Abdellah Lamallem, Lionel Valet, Didier Coquin -- A New Adaptive Consensus Reaching Process Based on the Experts' Importance / Ignacio J. Perez, F. J. Cabrerizo, S. Alonso, E. Herrera-Viedma -- Integrals -- On the Robustness for the Choquet Integral / Christophe Labreuche -- Explicit Descriptions of Bisymmetric Sugeno Integrals / Miguel Couceiro, Erkko Lehtonen -- Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral / Derek T. Anderson, James M. Keller, Timothy C. Havens -- Choquet Integration on Set Systems / U. Faigle, M. Grabisch, M. Heyne -- Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty / Nahla Ben Amor, Helene Fargier, Wided Guezguez -- Preference Modeling -- A Fuzzy-Rule-Based Approach to Contextual Preference Queries / Allel Hadjali, Amine Mokhtari, Olivier Pivert -- Extracting and Modelling Preferences from Dialogue / Nicholas Asher, Elise Bonzon, Alex Lascarides -- Argumentation Framework with Fuzzy Preference Relations / Souhila Kaci, Christophe Labreuche -- An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations / Steven Freson, Hans De Meyer, Bernard De Baets -- Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization / Johannes Krettek, Jan Braun, Frank Hoffmann, Torsten Bertram -- Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty / Salvatore Greco, Benedetto Matarazzo, Roman Stowinski -- Uncertainty Handling -- Fuzzy Methods -- Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation / Patrick Bosc, Allel Hadjali, Olivier Pivert, Gregory Smits -- Searching Aligned Groups of Objects with Fuzzy Criteria / Maria Carolina Vanegas, Isabelle Bloch, Jordi Inglada -- How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities / Franziska Bocklisch, Steffen F. Bocklisch, Josef F. Krems -- Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS / Virupaksha Kanjilal, Hecken Liu, Markus Schneider -- Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method / Vilem Novak -- Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient / Santiago Romani, Belen Prados-Suarez, Pilar Sobrevilla, Eduard Montseny -- Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies / Lena Wiese -- Inference with Fuzzy and Probabilistic Information / Giulianella Coletti, Barbara Vantaggi -- Bayesian Networks -- Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever / Linda C. van der Gaag, Janneke Bolt, Willie Loeffen, Armin Elbers -- An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks from Data / Andres Cano, Andres R. Masegosa, Serafin Moral -- Belief Functions -- Conflicts within and between Belief Functions / Milan Daniel -- Consonant Continuous Belief Functions Conflicts Calculation / Jean-Marc Vannobel -- Credal Sets Approximation by Lower Probabilities: Application to Credal Networks / Alessandro Antonucci, Fabio Cuzzolin -- Rule Discovery Process Based on Rough Sets under the Belief Function Framework / Salsabil Trabelsi, Zied Elouedi, Pawan Lingras -- Independent Natural Extension / Gert de Cooman, Enrique Miranda, Marco Zaffalon -- Logics -- On Elementary Extensions in Fuzzy Predicate Logics / Pilar Dellunde, Francesc Esteva -- Logical Proportions - Typology and Roadmap / Henri Prade, Gilles Richard -- Author Index. Publisher Marketing: The International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU, is organized every two years with the aim of bringing together scientists working on methods for the m- agement of uncertainty and aggregation of information in intelligent systems. Since 1986, this conference has been providing a forum for the exchange of ideas th between theoreticians and practitioners working in these areas. The 13 IPMU conference took place in Dortmund, Germany, June 28 July 2, 2010. This volumecontains77papersselectedthrougharigorousreviewingprocess among 320 submissions from 36 countries. The contributions re?ect the richness of research in the ?eld of computational intelligence and represent several - portant developments, speci?cally focused on the following sub?elds: (a) machine learning, data mining, and pattern recognition, (b) uncertainty handling, (c) aggregation and fusion of information, (d) logic and knowledge processing. We were delighted that Melanie Mitchell (Portland State University, USA), NihkilR. Pal(IndianStatisticalInstitute), BernhardSch] olkopf(MaxPlanckI- titute for Biological Cybernetics, Tubing ] en, Germany) and Wolfgang Wahlster (German Research Center for Arti?cial Intelligence, Saarbruc ] ken) accepted our invitationstopresentkeynotelectures. JimBezdekreceivedtheKampedeF eriet Award, grantedeverytwo yearsonthe occasionofthe IPMUconference, in view ofhiseminentresearchcontributionstothehandlingofuncertaintyinclustering, data analysis and pattern recognition."

Contributor Bio:  Kruse, Rudolf Kruse-Univ. of Magdeburg, Germany