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020 _a9783030002022
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024 7 _a10.1007/978-3-030-00202-2
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aModeling Decisions for Artificial Intelligence
_h[electronic resource] :
_b15th International Conference, MDAI 2018, Mallorca, Spain, October 15-18, 2018, Proceedings /
_cedited by Vicenç Torra, Yasuo Narukawa, Isabel Aguiló, Manuel González-Hidalgo.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXXV, 319 p. 149 illus., 24 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11144
505 0 _aInvited 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.
520 _aThis 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aMachine theory.
_987731
650 0 _aData protection.
_97245
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aComputers and civilization.
_921733
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_987733
650 2 4 _aFormal Languages and Automata Theory.
_987735
650 2 4 _aData and Information Security.
_931990
650 2 4 _aMathematical Applications in Computer Science.
_931683
650 2 4 _aComputers and Society.
_931668
700 1 _aTorra, Vicenç.
_eeditor.
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_987737
700 1 _aNarukawa, Yasuo.
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_987739
700 1 _aAguiló, Isabel.
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_987740
700 1 _aGonzález-Hidalgo, Manuel.
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_987742
710 2 _aSpringerLink (Online service)
_987744
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030002015
776 0 8 _iPrinted edition:
_z9783030002039
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11144
_987746
856 4 0 _uhttps://doi.org/10.1007/978-3-030-00202-2
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