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Record Nr. |
UNINA9910739453103321 |
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Titolo |
Fuzzy Logic and Applications : 10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013, Proceedings / / edited by Francesco Masulli, Gabriella Pasi, Ronald Yager |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2013 |
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ISBN |
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Edizione |
[1st ed. 2013.] |
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Descrizione fisica |
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1 online resource (XII, 249 p. 67 illus.) |
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Collana |
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Lecture Notes in Artificial Intelligence, , 2945-9141 ; ; 8256 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Machine theory |
Computer science |
Information storage and retrieval systems |
Database management |
Computer vision |
Artificial Intelligence |
Formal Languages and Automata Theory |
Theory of Computation |
Information Storage and Retrieval |
Database Management |
Computer Vision |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data -- Interpretability in Machine Learning – Principles and Practice -- Interpretability of Fuzzy Systems -- Feature Selection Based on Fuzzy Mutual Information -- A New Heuristic Function for DC -- Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering -- Using Fuzzy Multilayer Perceptrons for the Classification of Time Series -- Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs -- Adding Real Coefficients to Lukasiewicz Logic: An Application to Neural Networks -- |
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Possibilistic Graphical Models: From Reasoning to Decision Making -- Ranking Triangular Fuzzy Numbers Using Fuzzy Set Inclusion Index -- Towards Categorical Fuzzy Logic Programming -- Probability-Possibility Transformation: Application to Bayesian and Possibilistic Networks -- The Equation I(S(x, y), z) = T (I(x, z), I(y, z)) for t-representable t-conorms and t-norms Generated from Continuous, Archimedean Operations -- Evaluation and Ranking of Intuitionistic Fuzzy Quantities -- Approximation of Fuzzy Measures Using Second Order Measures: Estimation of Andness Bounds -- Neighbor-Based Similarities -- Model-Based Image Interpretation under Uncertainty and Fuzziness -- A Fuzzy System for Background Modeling in Video Sequences -- Shape Annotation by Incremental Semi-supervised Fuzzy Clustering -- Proficiency of Fuzzy Logic Controller for Stabilization of Rotary Inverted Pendulum based on LQR Mapping -- A Fuzzy Approach to Cloud Admission Control for Safe Overbooking -- Rule Learning in a Fuzzy Decision Support System for the Environmental Risk Assessment of GMOs -- A Fuzzy Cellular Automata for SIR Compartmental Models. |
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Sommario/riassunto |
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This book constitutes the proceedings of the 10th International Workshop on Fuzzy Logic and Applications, WILF 2013, held in Genoa, Italy, in November 2013. After a rigorous peer-review selection process, ultimately 19 regular papers were selected for inclusion in this volume from 29 submissions. In addition the book contains 3 keynote talks and 2 tutorials. The papers are organized in topical sections named: fuzzy machine learning and interpretability; theory and applications. |
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