Overview

This book presents refereed proceedings of the Second International Conference Neural Computing for Advanced Applications, NCAA 2021, held in Guangzhou, China, in August, 2021.  The 54 full papers papers were thorougly reviewed and selected from a total of 144 qualified submissions. The papers are organized in topical sections on neural network theory, cognitive sciences, neuro-system hardware implementations, and NN-based engineering applications; machine learning, data mining, data security and privacy protection, and data-driven applications; neural computing-based fault diagnosis, fault forecasting, prognostic management, and system modeling; computational intelligence, nature-inspired optimizers, and their engineering applications; fuzzy logic, neuro-fuzzy systems, decision making, and their applications in management sciences; control systems, network synchronization, system integration, and industrial artificial intelligence; computer vision, image processing, and their industrial applications; cloud/edge/fog computing, the Internet of Things/Vehicles(IoT/IoV), and their system optimization; spreading dynamics, forecasting, and other intelligent techniques against coronavirus disease (COVID-19).

Full Product Details

Author:   Haijun Zhang ,  Zhi Yang ,  Zhao Zhang ,  Zhou Wu
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2021
Volume:   1449
Weight:   1.193kg
ISBN:  

9789811651878

ISBN 10:   9811651876
Pages:   773
Publication Date:   20 August 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

Neural network theory, cognitive sciences, neuro-system hardware implementations, and NN-based engineering applications.- Machine learning, data mining, data security and privacy protection, and data-driven applications.- Neural computing-based fault diagnosis, fault forecasting, prognostic management, and system modeling.- Computational intelligence, nature-inspired optimizers, and their engineering applications.- Fuzzy logic, neuro-fuzzy systems, decision making, and their applications in management sciences.- Control systems, network synchronization, system integration, and industrial artificial intelligence.- Computer vision, image processing, and their industrial applications.- Cloud/edge/fog computing, the Internet of Things/Vehicles(IoT/IoV), and their system optimization.- Spreading dynamics, forecasting, and other intelligent techniques against coronavirus disease (COVID-19).

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