05574nam 22007575 450 99646633060331620200703074949.03-030-00202-010.1007/978-3-030-00202-2(CKB)4100000006999419(DE-He213)978-3-030-00202-2(MiAaPQ)EBC6298114(PPN)231460449(EXLCZ)99410000000699941920180915d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierModeling Decisions for Artificial Intelligence[electronic resource] 15th International Conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018, Proceedings /edited by Vicenç Torra, Yasuo Narukawa, Isabel Aguiló, Manuel González-Hidalgo1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XXV, 319 p. 149 illus., 24 illus. in color.) Lecture Notes in Artificial Intelligence ;11144Includes index.3-030-00201-2 Invited Paper -- Graded logic aggregation -- Aggregation Operators, Fuzzy Measures and Integrals -- Coherent Risk Measures Derived from Utility Functions -- On k-+-additive Aggregation Functions -- Constructing an outranking relation with weighted OWA for multi-criteria decision analysis -- Sugeno integrals and the commutation problem -- Event-based Transformations of Set Functions and The Consensus Requirement -- Association Analysis on Interval-valued Fuzzy Sets -- Fuzzy Hit-or-Miss Transform Using Uninorms -- Learning fuzzy measures for aggregation in fuzzy rule-based models -- Decision making -- Extraction of Patterns to support Dairy Culling Management -- An axiomatisation of the Banzhaf value and interaction index for multichoice games -- Fuzzy Positive Primitive Formulas -- Basic Level Concepts as a Means to Better Interpretability of Boolean Matrix Factors and their Application to Clustering -- Fuzzy type powerset operators and F-transforms -- Implicative weights as Importance Quantifiers in Evaluation Criteria -- Balancing Assembly Lines and Matching Demand through Worker Reallocations -- Clustering and Classification -- Optimal Clustering with Twofold Memberships -- Privacy Preserving Collaborative Fuzzy Co-clustering of Three-mode Cooccurrence Data -- Generalized Fuzzy c-Means Clustering and Its Theoretical Properties -- A self-tuning possibilistic c-means clustering algorithm -- k-CCM: A Center-Based Algorithm for Clustering Categorical Data with Missing Values -- Data privacy and security -- WEDL-NIDS:Improving Network Intrusion Detection using Word Embedding-based Deep Learning Method -- Anonymization of Unstructured Data Via Named-Entity Recognition -- On the Application of SDC Stream Methods to Card Payments Analytics.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.Lecture Notes in Artificial Intelligence ;11144Artificial intelligenceData miningMathematical logicComputer securityComputer science—MathematicsComputers and civilizationArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Mathematical Logic and Formal Languageshttps://scigraph.springernature.com/ontologies/product-market-codes/I16048Systems and Data Securityhttps://scigraph.springernature.com/ontologies/product-market-codes/I28060Math Applications in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17044Computers and Societyhttps://scigraph.springernature.com/ontologies/product-market-codes/I24040Artificial intelligence.Data mining.Mathematical logic.Computer security.Computer science—Mathematics.Computers and civilization.Artificial Intelligence.Data Mining and Knowledge Discovery.Mathematical Logic and Formal Languages.Systems and Data Security.Math Applications in Computer Science.Computers and Society.006.3Torra Vicençedthttp://id.loc.gov/vocabulary/relators/edtNarukawa Yasuoedthttp://id.loc.gov/vocabulary/relators/edtAguiló Isabeledthttp://id.loc.gov/vocabulary/relators/edtGonzález-Hidalgo Manueledthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466330603316Modeling Decisions for Artificial Intelligence772296UNISA