Recent Developments and the New Direction in Soft-Computing Foundations and Applications

This book is an authoritative collection of contributions in the field of soft-computing. Based on selected works presented at the 6th World Conference on Soft Computing, held on May 22-25, 2016, in Berkeley, USA, it describes new theoretical advances, as well as cutting-edge methods and applications. Theories cover a wealth of topics, such as fuzzy logic, cognitive modeling, Bayesian and probabilistic methods, multi-criteria decision making, utility theory, approximate reasoning, human-centric computing and many others. Applications concerns a number of fields, such as internet and semantic web, social networks and trust, control and robotics, computer vision, medicine and bioinformatics, as well as finance, security and e-Commerce, among others. Dedicated to the 50th Anniversary of Fuzzy Logic and to the 95th Birthday Anniversary of Lotfi A. Zadeh, the book not only offers a timely view on the field, yet it also discusses thought-provoking developments and challenges, thus fosteringnew research directions in the diverse areas of soft computing.

Offers a timely snapshot on theories, methods and applications of fuzzy sets and neural networks Provides readers with a broad perspective on the potential applications of fuzzy sets Reports on novel fuzzy methods to solve problems in different area of engineering, medicine, as well as physical and social sciences

Inhalt
Big Data Analytics and Fuzzy Technology: Extracting Information from Social Data.- Personalization and Optimization of Information Retrieval: Adaptive Semantic Layer Approach.- Frequent Itemset Mining for a Combination of Certain and Uncertain Databases.- A New Method for Filling Missing Value Based on the Rough Set Theory.- A Hierarchy-Aware Approach to the Multiaspect Text Categorization Problem.- Adaptive Neuro-Fuzzy Inference System for Classification of Texts.- Game Approach to Fuzzy Measurement.- Towards real-time Lukasiewicz Fuzzy Systems.- Rankings and Total Orderings on Sets of Generalized Fuzzy Numbers.- Bio-inspired optimization metaheuristic algorithm based on the self-defense of the plants.- Experimenting with a New Population-Based Optimization Technique: FUNgal Growth Inspired (FUNGI) Optimizer.- A Hybrid Genetic Algorithm for Minimum Weight Dominating Set Problem.- How to Estimate Resilient Modulus for Unbound Aggregate Materials: A Theoretical Explanation of an Empirical Formula.- Development of NARX based neural network models for predicting air quality near busy urban corridors.- Sustainability Index: A fuzzy Approach for a municipal decision support system. <p