Recent Developments and the New Direction in Soft-Computing Foundations and Applications: Selected Papers from the 6th World Conference on Soft Comput

ISBN-13: 9783319754079 / Angielski / Twarda / 2018 / 649 str.

Lotfi Zadeh; Ronald R. Yager; Shahnaz N. Shahbazova

Opis

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.

Spis treści

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.  

Blurb

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 fostering new research directions in the diverse areas of soft computing.