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.
Les mer
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.
Les mer
GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
Les mer

Produktdetaljer

ISBN
9789813343351
Publisert
2020-11-14
Utgiver
Vendor
Springer Verlag, Singapore
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet