Fuzzy Logic and Applications (eBook, PDF)

10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013, Proceedings
Redaktion: Masulli, Francesco; Yager, Ronald; Pasi, Gabriella

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 249
• Erscheinungstermin: 8. November 2013
• Englisch
• ISBN-13: 9783319032009
• Artikelnr.: 44130836

Inhaltsangabe

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.