| Description |
1 online resource (xii, 249 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 8256. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 8256. 0302-9743
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Fuzzy Machine Learning and Interpretability -- What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data? / Frank Klawonn -- Interpretability in Machine Learning -- Principles and Practice / P.J.G. Lisboa -- Interpretability of Fuzzy Systems / Corrado Mencar -- Feature Selection Based on Fuzzy Mutual Information / Michela Antonelli, Pietro Ducange, Francesco Marcelloni -- A New Heuristic Function for DC* / Marco Lucarelli [and others] -- Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering / Dario Malchiodi, Witold Pedrycz -- Using Fuzzy Multilayer Perceptrons for the Classification of Time Series / Toni Pimentel, Fernando M. Ramos, Sandra Sandri -- Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs / Maroua Haddad, Nahla Ben Amor, Philippe Leray |
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Adding Real Coefficients to Łukasiewicz Logic: An Application to Neural Networks / Antonio Di Nola, Brunella Gerla, Ioana Leustean -- Theory -- Possibilistic Graphical Models: From Reasoning to Decision Making / Nahla Ben Amor -- Ranking Triangular Fuzzy Numbers Using Fuzzy Set Inclusion Index / Azedine Boulmakoul [and others] -- Towards Categorical Fuzzy Logic Programming / Patrik Eklund [and others] -- Probability-Possibility Transformation: / Yosra Ben Slimen, Raouia Ayachi, Nahla Ben Amor -- 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 / Michał Baczyński -- Evaluation and Ranking of Intuitionistic Fuzzy Quantities / Luca Anzilli, Gisella Facchinetti, Giovanni Mastroleo -- Approximation of Fuzzy Measures Using Second Order Measures: Estimation of Andness Bounds / Marta Cardin, Silvio Giove |
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Neighbor-Based Similarities / Stefano Rovetta, Francesco Masulli, Hassan Mahmoud -- Applications -- Model-Based Image Interpretation under Uncertainty and Fuzziness / Isabelle Bloch -- A Fuzzy System for Background Modeling in Video Sequences / Elisa Calvo-Gallego, Piedad Brox, Santiago Sánchez-Solano -- Shape Annotation by Incremental Semi-supervised Fuzzy Clustering / Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello -- Proficiency of Fuzzy Logic Controller for Stabilization of Rotary Inverted Pendulum based on LQR Mapping / Moez Ul Hassan, Muhammad B. Kadri, Imran Amin -- A Fuzzy Approach to Cloud Admission Control for Safe Overbooking / Carlos Vázquez [and others] -- Rule Learning in a Fuzzy Decision Support System for the Environmental Risk Assessment of GMOs / Francesco Camastra [and others] -- A Fuzzy Cellular Automata for SIR Compartmental Models / Walley da Costa, Líliam Medeiros, Sandra Sandri |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
International conference proceedings |
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Online resource; title from PDF title page (SpringerLink, viewed November 11, 2013) |
| Subject |
Fuzzy logic -- Congresses
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Fuzzy Logic
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Fuzzy logic
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Masulli, F. (Francesco), editor.
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Pasi, Gabriella, 1961- editor.
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Yager, Ronald R., 1941- editor.
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| ISBN |
9783319032009 |
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3319032003 |
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