Modeling Decisions for Artificial Intelligence [recurso electrónico] : 7th International Conference, MDAI 2010, Perpignan, France, October 27-29, 2010. Proceedings / edited by Vicenç Torra, Yasuo Narukawa, Marc Daumas.

Invited Papers -- Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals -- User Privacy in Web Search -- A Bibliometric Index Based on Collaboration Distances -- Regular Papers -- Measuring the Influence of the kth Largest Variable on Functions over the Unit Hypercube -- Measuring the Interactions among Variables of Functions over the Unit Hypercube -- Weighted Quasi-arithmetic Means and Conditional Expectations -- Modelling Group Decision Making Problems in Changeable Conditions -- Individual Opinions-Based Judgment Aggregation Procedures -- Aggregation of Bounded Fuzzy Natural Number-Valued Multisets -- Sugeno Utility Functions I: Axiomatizations -- Sugeno Utility Functions II: Factorizations -- Managing Information Fusion with Formal Concept Analysis -- Indefinite Kernel Fuzzy c-Means Clustering Algorithms -- Algorithms in Sequential Fuzzy Regression Models Based on Least Absolute Deviations -- A Generalized Approach to the Suppressed Fuzzy c-Means Algorithm -- Semi-supervised Agglomerative Hierarchical Clustering Using Clusterwise Tolerance Based Pairwise Constraints -- Gallbladder Segmentation in 2-D Ultrasound Images Using Deformable Contour Methods -- Pattern Mining on Stars with FP-Growth -- A Computational Intelligence Based Framework for One-Subsequence-Ahead Forecasting of Nonstationary Time Series -- Non-hierarchical Clustering of Decision Tables toward Rough Set-Based Group Decision Aid -- Revisiting Natural Actor-Critics with Value Function Approximation -- A Cost-Continuity Model for Web Search -- An Enhanced Framework of Subjective Logic for Semantic Document Analysis -- Ontology-Based Anonymization of Categorical Values -- Rational Privacy Disclosure in Social Networks -- Towards Semantic Microaggregation of Categorical Data for Confidential Documents -- Using Classification Methods to Evaluate Attribute Disclosure Risk -- A Misleading Attack against Semi-supervised Learning for Intrusion Detection.

This volume contains papers presented at the 7th International Conference on Modeling Decisions for Arti?cial Intelligence (MDAI 2010), held in Perpignan, France, October 27–29. This conference followed MDAI 2004 (Barcelona, C- alonia, Spain), MDAI 2005 (Tsukuba, Japan), MDAI 2006 (Tarragona, Cata- nia, Spain), MDAI 2007 (Kitakyushu, Japan), MDAI 2008 (Sabadell, Catalonia, Spain), and MDAI 2009 (Awaji Island, Japan) with proceedings also published in the LNAI series (Vols. 3131, 3558, 3885, 4617, 5285, and 5861). The aim of this conference was to provide a forum for researchers to discuss theory and tools for modeling decisions, as well as applications that encompass decision-making processes and information fusion techniques. The organizers received 43 papers from 12 di?erent countries, from Europe, Asia, Australia and Africa, 25 of which are published in this volume. Each s- mission received at least two reviews from the Program Committee and a few externalreviewers.Wewouldliketoexpressourgratitudetothemfortheirwork. The plenary talks presented at the conference are also included in this volume. TheconferencewassupportedbytheCNRS:CentreNationaldelaRecherche Scienti?que,theUniversit´ edePerpignanVia Domitia,theELIAUS:Laboratoire Electronique Informatique Automatique Syst` emes, IMERIR: Ecole d’Ing´ enierie Informatique et Robotique, the UNESCO Chair in Data Privacy, the Japan - cietyforFuzzyTheoryandIntelligentInformatics(SOFT),theCatalanAssoc- tionfor Arti?cialIntelligence(ACIA), the EuropeanSociety for Fuzzy Logicand Technology(EUSFLAT), the Spanish MEC(ARES—CONSOLIDER INGENIO 2010 CSD2007-00004).

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