Title Fuzzy logic and applications : 12th International Workshop, WILF 2018, Genoa, Italy, September 6-7, 2018, Revised selected papers / Robert Fullér, Silvio Giove, Francesco Masulli (eds.)

Published Cham, Switzerland : Springer, 2019

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Description 1 online resource (xi, 273 pages) : illustrations (some color) Series Lecture Notes in Artificial Intelligence Lecture notes in computer science ; 11291 LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science ; 11291. LNCS sublibrary. SL 7, Artificial intelligence. Contents Intro; Preface; Organization; Contents; Advances in Fuzzy Logic Theory; Machine Learning for an Adaptive Rule Base; Abstract; 1 Machine Learning; 2 Machine Learning Approaches to an Adaptative Rule Base; 3 Proposal of a Machine Learning Method for Adaptive Rule Base; 3.1 Linguistic Context; 3.2 Expressions of Variables; 3.3 Inference Method; 3.4 Defuzzification Method; 4 Finite-State Machine; 5 Supervisor; 6 Experimental Outcomes; 6.1 Evaluation of Experiments; 7 Conclusions; Acknowledgments; References; Data-Driven Induction of Shadowed Sets Based on Grade of Fuzziness; 1 Introduction 2 Gradual Grade of Fuzziness of a Fuzzy Set3 Shadowed Set Induction; 4 Experiments; 5 Conclusions; References; Test-Cost-Sensitive Quick Reduct; 1 Introduction; 2 Background; 2.1 Reduct and Rough Sets; 2.2 Feature Selection with Rough Sets; 2.3 Related Work; 3 Test-Cost-Sensitive Quick Reduct; 4 Experimental Results; 4.1 Data; 4.2 Cost Generation; 4.3 Comparison Metrics; 4.4 Results; 5 Conclusion; References; On the Problem of Possibilistic-Probabilistic Optimization with Constraints on Possibility/Probability; 1 Introduction; 2 Necessary Concepts and Notations 3 Construction of a Possibilistic-Probabilistic Programming Model with Constraints on Possibility and Probability4 Equivalent Crisp Analog; 5 Conclusion; References; Any F-Transform Is Defined by a Powerset Theory; 1 Introduction; 2 Preliminaries; 3 Powerset Theories in the Category SpaceFP; 4 Conclusions; References; Soft Clustering: Why and How-To; 1 Introduction; 2 Soft Clustering; 3 Some Popular Clustering Algorithms: A Unified View; 3.1 The c-Means Family; 3.2 A Unifying Formalism; 4 Membership Function Parametrization; 4.1 Possible Parametrizations in the CM Family 4.2 Roles of Parameters4.3 Factorisation of Parameters; 5 Setting the Model Parameters; 5.1 Setting the Resolution Parameters Using Free Memberships v; 5.2 Setting the Resolution Parameters Using Memberships u; 5.3 Setting the Possibility Degree with an Outlier Rejection Criterion; 5.4 Setting the Possibility Degree as an Independent Parameter; 6 Conclusion; References; Recent Applications of Fuzzy Logic; A Cloud Fuzzy Logic Framework for Oral Disease Risk Assessment; Abstract; 1 Introduction; 2 The Architecture of the FL Framework; 3 Expert System for Oral Disease Risk Assessment 3.1 Linguistic Labelling of Risk Factors and Risk Classes3.2 Rules Generation and Inference; 4 User-Oriented Risk Assessment for Oral Health Promotion; 5 Graphical User Interfaces (GUI's) and Sample Runs of the Implemented Framework; 6 Conclusions; References; A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment; 1 Introduction; 2 Vital Signs of Cardiovascular Disease; 3 The Fuzzy Rule-Based Decision Support System; 4 Experimental Results; 5 Conclusions; References; Enhancing the DISSFCM Algorithm for Data Stream Classification; 1 Introduction Summary This book constitutes the post-conference proceedings of the 12th International Workshop on Fuzzy Logic and Applications, WILF 2018, held in Genoa, Italy, in September 2018. The 17 revised full papers and 9 short papers were carefully reviewed and selected from 26 submissions. The papers are organized in topical sections on fuzzy logic theory, recent applications of fuzzy logic, and fuzzy decision making. Also included are papers from the round table "Zadeh and the future of logic" and a tutorial Notes Includes author indes Bibliography Includes bibliographical references and index Notes Online resource; title from PDF title page (SpringerLink, viewed February 26, 2019) Subject Fuzzy logic -- Congresses Fuzzy logic Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Fullér, Robert, 1958- editor. Giove, Silvio, editor Masulli, F. (Francesco), editor. ISBN 9783030125448 3030125440 3030125432 9783030125431 9783030125455 3030125459

Other Titles WILF 2018

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