Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health

International 2020 Cyberspace Congress, CyberDI/CyberLife 2020, Beijing, China, December 10–12, 2020, Proceedings

Huansheng Ning, Feifei Shi (Herausgeber)

Buch | Softcover

163 Seiten

2020 | 1st ed. 2020
Springer Verlag, Singapore
978-981-334-335-1 (ISBN)

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This volume constitutes the proceedings of the Forth International Conference on Cyberspace Data and Intelligence, Cyber DI 2020, and the International Conference on Cyber-Living, Cyber-Syndrome, and Cyber-Health, CyberLife 2020, held under the umbrella of the 2020 Cyberspace Congress, held in Beijing, China, in December 2020.*The 13 full papers presented were carefully reviewed and selected from 36 submissions. The papers are grouped in the following topics: machine learning and ubiquitous and intelligent computing.

* The conference was held virtually due to the COVID-19 pandemic.

Machine Learning.- Safety Supervision for Coal Mines Using Machine Learning Methods.- Iterative Optimization for Edge Federated Learning.- Machinery Health Prognostics of Dust Removal Fan Data through Deep Neural Networks.- Numeric CNNs: CNNs for Reading Numeric Characters on Meters.- DeepTSW: An Urban Traffic Safety Warning Framework based on Bayesian Deep Learning.- A Multimodal Semantic Model of Packaging Sorting Field Based on Deep Learning.- Classification of Autism based on fMRI Data with Feature-fused Convolutional Neural Network.- Ubiquitous and Intelligent Computing.- Topic Logistics Based on Node Resource Status.- Summarization of Coal Mine Accident Reports: A Natural-Language-Processing-Based Approach.- The College Student Credit Evaluation based on Characteristic Data.- Research on Human Pose Estimation and Object Detection in the Field of Unmanned Retail.- Edge Computing-based Solution and Framework for Software-Defined Industrial Intelligent Control in Industrial Internet of Things.- Wi-Sector - A Novel Sector-based WiFi Scheduling.

Erscheinungsdatum	20.11.2020
Reihe/Serie	Communications in Computer and Information Science ; 1329
Zusatzinfo	51 Illustrations, color; 32 Illustrations, black and white; XII, 163 p. 83 illus., 51 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Informatik ► Weitere Themen ► Hardware
ISBN-10	981-334-335-4 / 9813343354
ISBN-13	978-981-334-335-1 / 9789813343351
Zustand	Neuware