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Fuzzy Logic and Applications de Francesco Masulli

Fuzzy Logic and Applications: Lecture Notes in Artificial Intelligence

Editat de Francesco Masulli, Gabriella Pasi, Ronald Yager
en Limba Engleză Paperback – 31 oct 2013
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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Specificații

ISBN-13: 9783319031996
ISBN-10: 3319031996
Pagini: 264
Ilustrații: XII, 249 p. 67 illus.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.41 kg
Ediția:2013
Editura: Springer
Seria Lecture Notes in Artificial Intelligence

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

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.