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Titolo: | Recent Developments and the New Direction in Soft-Computing Foundations and Applications : Selected Papers from the 6th World Conference on Soft Computing, May 22-25, 2016, Berkeley, USA / / edited by Lotfi A. Zadeh, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat, Vladik Kreinovich |
Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
Edizione: | 1st ed. 2018. |
Descrizione fisica: | 1 online resource (X, 649 p. 200 illus., 120 illus. in color.) |
Disciplina: | 006.3 |
Soggetto topico: | Computational intelligence |
Artificial intelligence | |
Game theory | |
Industrial Management | |
Control engineering | |
Robotics | |
Automation | |
Computational Intelligence | |
Artificial Intelligence | |
Game Theory | |
Control, Robotics, Automation | |
Persona (resp. second.): | ZadehLotfi A |
YagerRonald R | |
ShahbazovaShahnaz N | |
ReformatMarek Z | |
KreinovichVladik | |
Nota di contenuto: | 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. . |
Sommario/riassunto: | 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. |
Titolo autorizzato: | Recent Developments and the New Direction in Soft-Computing Foundations and Applications |
ISBN: | 3-319-75408-4 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910299951703321 |
Lo trovi qui: | Univ. Federico II |
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