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

Author: Lotfi A Zadeh; Ronald R Yager; Shahnaz N Shahbazova; Marek Z Reformat; Vladik Kreinovich
Publisher: Springer International Publishing. 2018.
Series: Studies in fuzziness and soft computing, 361.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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,  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Lotfi A Zadeh; Ronald R Yager; Shahnaz N Shahbazova; Marek Z Reformat; Vladik Kreinovich
ISBN: 3319754084 9783319754086 9783319754079 3319754076
OCLC Number: 1096238655
Description: 1 online resource (x, 649 pages 200 illustrations, 120 illustrations in color.)
Contents: 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.
Series Title: Studies in fuzziness and soft computing, 361.

Abstract:

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  Read more...

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