Big Data Technologies and Applications

10th EAI International Conference, BDTA 2020, and 13th EAI International Conference on Wireless Internet, WiCON 2020, Virtual Event, December 11, 2020, Proceedings

Zeng Deze, Huan Huang, Rui Hou, Seungmin Rho, Naveen Chilamkurti (Herausgeber)

Buch | Softcover

XII, 209 Seiten

2021 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-72801-4 (ISBN)

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This book constitutes the refereed post-conference proceedings of the 10^th International Conference on Big Data Technologies and Applications, BDTA 2020, and the 13^th International Conference on Wireless Internet, WiCON 2020, held in December 2020. Due to COVID-19 pandemic the conference was held virtually.

The 9 full papers of BDTA 2020 were selected from 22 submissions and present all big data technologies, such as storage, search and management.
WiCON 2020 received 18 paper submissions and after the reviewing process 5 papers were accepted. The main topics include wireless and communicating networks, wireless communication security, green wireless network architectures and IoT based applications.

Constructing Knowledge Graph for Prognostics and Health Management of On-board Train Control System based on Big Data and XGBoost.- Early Detecting the At-risk Students in Online Courses based on Their Behavior Sequences Do College Students Adapt to Their Personal Learning EnvironmentPLE? A Single-Group Study.- A big data intelligence marketplace and secure analytics experimentation platform for the aviation industry.- A Multi-Valued Logic Assessment of Organizational Performance via Workforce Social Networking.- Research on the Sharing and Application of TCM Digital Resources.- Statistical Research on Macroeconomic Big Data:Using a Bayesian Stochastic Volatility Model Introducing and benchmarking a one-shot learning gesture recognition dataset.- NetFlow Datasets for Machine Learning-based Network Intrusion Detection Systems.- Performance Evaluation of Energy Detection, Matched Filtering and KNN under Different Noise Models.- Hybrid Deep-readout Echo State Network and Support Vector Machine with Feature Selection for Human Activity Recognition.- Research on User Privacy Security of China's Top Ten Online Game Platforms Spectrum Sensing and Prediction for 5G Radio.- Towards Preventing Neighborhood Attacks: Proposal of A New Anonymization's Approach for Social Networks Data.

Erscheinungsdatum	13.04.2021
Reihe/Serie	Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Zusatzinfo	XII, 209 p. 80 illus., 46 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	349 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Informatik ► Weitere Themen ► Hardware
	Sozialwissenschaften
Schlagworte	Applications • Artificial Intelligence • Big Data • classification • Computer Hardware • Computer Networks • Computer Science • Computer Security • Computer systems • computer vision • conference proceedings • Databases • Data Mining • Education • Engineering • Informatics • Intrusion Detection • learning analysis • machine learning • Network Protocols • Neural networks • online systems • Research • sensors • Web mining
ISBN-10	3-030-72801-3 / 3030728013
ISBN-13	978-3-030-72801-4 / 9783030728014
Zustand	Neuware