Fuzzy Logic and Applications

10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013, Proceedings

AvFrancesco Masulli,Gabriella Pasi

Häftad, Engelska, 2013

Del 8256 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2013-10-31
Mått:155 x 235 x 15 mm
Vikt:406 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:249
Förlag:Springer International Publishing AG
ISBN:9783319031996

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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.- 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.