Modeling Decisions for Artificial Intelligence: 15th International Conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018, Proceedings

Description

This book constitutes the proceedings of the 15th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2018, held in Mallorca, Spain, in October 2018. The 24 papers presented in this volume were carefully reviewed and selected from 43 submissions. The book also contains one invited talk in full paper length. The papers were organized in topical sections named: aggregation operators, fuzzy measures and integrals; decision making; clustering and classification; and data privacy and security. Front Matter ....Pages I-XXV Front Matter ....Pages 1-1 Graded Logic Aggregation (Jozo Dujmović)....Pages 3-12 Front Matter ....Pages 13-13 Coherent Risk Measures Derived from Utility Functions (Yuji Yoshida)....Pages 15-26 On k-\(\oplus \)-additive Aggregation Functions (Fateme Kouchakinejad, Anna Kolesárová, Radko Mesiar)....Pages 27-34 Constructing an Outranking Relation with Weighted OWA for Multi-criteria Decision Analysis (Jonathan Ayebakuro Orama, Aida Valls)....Pages 35-47 Sugeno Integrals and the Commutation Problem (Didier Dubois, Hélène Fargier, Agnès Rico)....Pages 48-63 Characterization of k-Choquet Integrals (L’ubomíra Horanská, Zdenko Takáč)....Pages 64-76 Event-Based Transformations of Set Functions and the Consensus Requirement (Andrey G. Bronevich, Igor N. Rozenberg)....Pages 77-88 Association Analysis on Interval-Valued Fuzzy Sets (Petra Murinová, Viktor Pavliska, Michal Burda)....Pages 89-100 Fuzzy Hit-or-Miss Transform Using Uninorms (Pedro Bibiloni, Manuel González-Hidalgo, Sebastia Massanet, Arnau Mir, Daniel Ruiz-Aguilera)....Pages 101-113 Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models (Emran Saleh, Aida Valls, Antonio Moreno, Pedro Romero-Aroca, Vicenç Torra, Humberto Bustince)....Pages 114-127 Front Matter ....Pages 129-129 Extraction of Patterns to Support Dairy Culling Management (M. López-Suárez, E. Armengol, S. Calsamiglia, L. Castillejos)....Pages 131-142 An Axiomatisation of the Banzhaf Value and Interaction Index for Multichoice Games (Mustapha Ridaoui, Michel Grabisch, Christophe Labreuche)....Pages 143-155 Fuzzy Positive Primitive Formulas (Pilar Dellunde)....Pages 156-168 Basic Level Concepts as a Means to Better Interpretability of Boolean Matrix Factors and Their Application to Clustering (Petr Krajča, Martin Trnecka)....Pages 169-181 Fuzzy Type Powerset Operators and F-Transforms (Jiří Močkoř)....Pages 182-192 Implicative Weights as Importance Quantifiers in Evaluation Criteria (Vicenç Torra)....Pages 193-205 Balancing Assembly Lines and Matching Demand Through Worker Reallocations (Randall Mauricio Pérez-Wheelock, Van-Nam Huynh)....Pages 206-217 Front Matter ....Pages 219-219 Optimal Clustering with Twofold Memberships (Sadaaki Miyamoto, Jong Moon Choi, Yasunori Endo, Van Nam Huynh)....Pages 221-231 Privacy Preserving Collaborative Fuzzy Co-clustering of Three-Mode Cooccurrence Data (Katsuhiro Honda, Shotaro Matsuzaki, Seiki Ubukata, Akira Notsu)....Pages 232-242 Generalized Fuzzy c-Means Clustering and Its Theoretical Properties (Yuchi Kanzawa, Sadaaki Miyamoto)....Pages 243-254 A Self-tuning Possibilistic c-Means Clustering Algorithm (László Szilágyi, Szidónia Lefkovits, Zsolt Levente Kucsván)....Pages 255-266 k-CCM: A Center-Based Algorithm for Clustering Categorical Data with Missing Values (Duy-Tai Dinh, Van-Nam Huynh)....Pages 267-279 Front Matter ....Pages 281-281 WEDL-NIDS: Improving Network Intrusion Detection Using Word Embedding-Based Deep Learning Method (Jianjing Cui, Jun Long, Erxue Min, Yugang Mao)....Pages 283-295 Anonymization of Unstructured Data via Named-Entity Recognition (Fadi Hassan, Josep Domingo-Ferrer, Jordi Soria-Comas)....Pages 296-305 On the Application of SDC Stream Methods to Card Payments Analytics (Miguel Nuñez-del-Prado, Jordi Nin)....Pages 306-318 Correction to: Modeling Decisions for Artificial Intelligence (Vicenç Torra, Yasuo Narukawa, Isabel Aguiló, Manuel González-Hidalgo)....Pages E1-E1 Back Matter ....Pages 319-319