Fuzzy Logic and Soft Computing Applications: 11th International Workshop, WILF 2016, Naples, Italy, December 19–21, 2016, Revised Selected Papers

✍ Scribed by Alfredo Petrosino, Vincenzo Loia, Witold Pedrycz (eds.)

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 283
• Series: Lecture Notes in Computer Science 10147
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the proceedings of the 11th International Workshop on Fuzzy Logic and Applications, WILF 2016, held in Naples, Italy, in December 2016.

The 22 revised full papers presented together with 2 invited lectures were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy measures and transforms; granularity and multi-logics, clustering and learning; knowledge systems; and soft computing and applications.

✦ Table of Contents

Front Matter....Pages I-XI
Front Matter....Pages 1-1
Towards a Framework for Singleton General Forms of Interval Type-2 Fuzzy Systems....Pages 3-26
Algorithmic Developments of Information Granules of Higher Type and Higher Order and Their Applications....Pages 27-41
Front Matter....Pages 43-43
Cardiovascular Disease Risk Assessment Using the Choquet Integral....Pages 45-53
Fuzzy Transforms and Seasonal Time Series....Pages 54-62
Improving Approximation Properties of Fuzzy Transform Through Non-uniform Partitions....Pages 63-72
Defining the Fuzzy Transform on Radial Basis....Pages 73-81
Front Matter....Pages 83-83
Reasoning with Information Granules to Support Situation Classification and Projection in SA....Pages 85-94
Sequences of Orthopairs Given by Refinements of Coverings....Pages 95-105
Minimally Many-Valued Extensions of the Monoidal t-Norm Based Logic MTL....Pages 106-115
Feature Selection Through Composition of Rough–Fuzzy Sets....Pages 116-125
A System for Fuzzy Granulation of OWL Ontologies....Pages 126-135
Front Matter....Pages 137-137
Graded Possibilistic Clustering of Non-stationary Data Streams....Pages 139-150
Unsupervised Analysis of Event-Related Potentials (ERPs) During an Emotional Go/NoGo Task....Pages 151-161
Deep Learning Architectures for DNA Sequence Classification....Pages 162-171
A Deep Learning Approach to Deal with Data Uncertainty in Sentiment Analysis....Pages 172-184
Classification of Data Streams by Incremental Semi-supervised Fuzzy Clustering....Pages 185-194
Front Matter....Pages 195-195
A Multi-criteria Decision Making Approach for the Assessment of Information Credibility in Social Media....Pages 197-207
Fuzzy Consensus Model in Collective Knowledge Systems: An Application for Fighting Food Frauds....Pages 208-217
Innovative Methods for the Development of a Notoriety System....Pages 218-225
Front Matter....Pages 227-227
Rotation Clustering: A Consensus Clustering Approach to Cluster Gene Expression Data....Pages 229-238
Front Matter....Pages 227-227
Efficient Data Mining Analysis of Genomics and Clinical Data for Pharmacogenomics Applications....Pages 239-248
Extraction of High Level Visual Features for the Automatic Recognition of UTIs....Pages 249-259
Two-Tier Image Features Clustering for Iris Recognition on Mobile....Pages 260-269
A Decision Support System for Non Profit Organizations....Pages 270-280
Back Matter....Pages 281-281

✦ Subjects

Artificial Intelligence (incl. Robotics);Computation by Abstract Devices;Data Mining and Knowledge Discovery;Database Management;Image Processing and Computer Vision