Modeling Decisions for Artificial Intelligence: 9th International Conference, MDAI 2012, Girona, Catalonia, Spain, November 21-23, 2012, Proceedings (Lecture Notes in Computer Science (7647))

This book constitutes the refereed proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, held in Girona, Catalonia, Spain, in November 2012. The 32 revised full papers were carefully reviewed and selected from 49 submissions and are presented with 4 plenary talks. The papers are organized in topical sections on aggregation operators, integrals, data privacy and security, reasoning, applications, and clustering and similarity.-- Source other than Library of Congress Front Matter....Pages - An Overview of Hierarchical and Non-hierarchical Algorithms of Clustering for Semi-supervised Classification....Pages 1-10 Fuzzy Programming Approaches to Robust Optimization....Pages 11-12 Do We Know How to Integrate?....Pages 13-22 Combination and Soft-Normalization of Belief Functions on MV-Algebras....Pages 23-34 Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R....Pages 35-44 An Ordered Weighted Average with a Truncation Weight on Intervals....Pages 45-55 Choquet Integral on the Real Line as a Generalization of the OWA Operator....Pages 56-65 On WOWA Rank Reversal....Pages 66-77 Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method....Pages 78-89 An Extended LibQUAL+ Model Based on Fuzzy Linguistic Information....Pages 90-101 Measure of Inconsistency for the Potential Method....Pages 102-114 Hierarchical Bipolar Sugeno Integral Can Be Represented as Hierarchical Bipolar Choquet Integral....Pages 115-126 Qualitative Integrals and Desintegrals – Towards a Logical View....Pages 127-138 A Quantile Approach to Integration with Respect to Non-additive Measures....Pages 139-148 Analysis of On-Line Social Networks Represented as Graphs – Extraction of an Approximation of Community Structure Using Sampling....Pages 149-160 Using Profiling Techniques to Protect the User’s Privacy in Twitter....Pages 161-172 Detecting Sensitive Information from Textual Documents: An Information-Theoretic Approach....Pages 173-184 A Study of Anomaly Detection in Data from Urban Sensor Networks....Pages 185-196 Comparing Random-Based and k -Anonymity-Based Algorithms for Graph Anonymization....Pages 197-209 Heuristic Supervised Approach for Record Linkage....Pages 210-221 Sampling Attack against Active Learning in Adversarial Environment....Pages 222-233 Dynamic Credit-Card Fraud Profiling....Pages 234-245 Representing Fuzzy Logic Programs by Graded Attribute Implications....Pages 246-257 Refining Discretizations of Continuous-Valued Attributes....Pages 258-269 Linear Programming with Graded Ill-Known Sets....Pages 270-281 Sharing Online Cultural Experiences: An Argument-Based Approach....Pages 282-293 Simple Proof of Basic Theorem for General Concept Lattices by Cartesian Representation....Pages 294-305 On Some Properties of the Negative Transitivity Obtained from Transitivity....Pages 306-317 Multi Criteria Operators for Multi-attribute Auctions....Pages 318-328 Finding Patterns in Large Star Schemas at the Right Aggregation Level....Pages 329-340 Application of Quantitative MCDA Methods for Parameter Setting Support of an Image Processing System....Pages 341-354 Inductive Clustering and Twofold Approximations in Nearest Neighbor Clustering....Pages 355-366 Marginality: A Numerical Mapping for Enhanced Exploitation of Taxonomic Attributes....Pages 367-381 Introducing Incomparability in Modeling Qualitative Belief Functions....Pages 382-393 On Rough Set Based Non Metric Model....Pages 394-407 An Efficient Reasoning Method for Dependencies over Similarity and Ordinal Data....Pages 408-419 Back Matter....Pages - This book constitutes the proceedings of the 10th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2013, held in Barcelona, Spain, in November 2013. The 24 papers presented in this volume were carefully reviewed and selected from 40 submissions. They deal with the theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques. They deal with the theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques and are organized in topical sections on aggregation operators and decision making, optimization, clustering and similarity, and data mining and data privacy.