Neural Computing for Advanced Applications: Second International Conference, NCAA 2021, Guangzhou, China, August 27-30, 2021, Proceedings: Communications in Computer and Information Science, cartea 1449
Editat de Haijun Zhang, Zhi Yang, Zhao Zhang, Zhou Wu, Tianyong Haoen Limba Engleză Paperback – 20 aug 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).
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Specificații
ISBN-13: 9789811651878
ISBN-10: 9811651876
Pagini: 773
Ilustrații: XVI, 773 p. 330 illus., 260 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.09 kg
Ediția:1st ed. 2021
Editura: Springer Nature Singapore
Colecția Springer
Seria Communications in Computer and Information Science
Locul publicării:Singapore, Singapore
ISBN-10: 9811651876
Pagini: 773
Ilustrații: XVI, 773 p. 330 illus., 260 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.09 kg
Ediția:1st ed. 2021
Editura: Springer Nature Singapore
Colecția Springer
Seria Communications in Computer and Information Science
Locul publicării:Singapore, Singapore
Cuprins
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).