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 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Zadeh, Lotfi A. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Yager, Ronald R. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Shahbazova, Shahnaz N. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Reformat, Marek Z. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kreinovich, Vladik (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Studies in Fuzziness and Soft Computing, 361
• Θέματα: Computational intelligence.; Artificial intelligence.; Game theory.; Engineering economics.; Engineering economy.; Control engineering.; Robotics.; Mechatronics.; Computational Intelligence.; Artificial Intelligence.; Game Theory, Economics, Social and Behav. Sciences.; Engineering Economics, Organization, Logistics, Marketing.; Control, Robotics, Mechatronics.

 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. 

 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. .