Mining Over Air: Wireless Communication Networks Analytics (Hardcover, 1st ed. 2018)

This book introduces the concepts, applications and development of data science in the telecommunications industry by focusing on advanced machine learning and data mining methodologies in the wireless networks domain. Mining Over Air describes the problems and their solutions for wireless network performance and quality, device quality readiness and returns analytics, wireless resource usage profiling, network traffic anomaly detection, intelligence-based self-organizing networks, telecom marketing, social influence, and other important applications in the telecom industry. Written by authors who study big data analytics in wireless networks and telecommunication markets from both industrial and academic perspectives, the book targets the pain points in telecommunication networks and markets through big data. Designed for both practitioners and researchers, the book explores the intersection between the development of new engineering technology and uses data from the industry to understand consumer behavior. It combines engineering savvy with insights about human behavior. Engineers will understand how the data generated from the technology can be used to understand the consumer behavior and social scientists will get a better understanding of the data generation process.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Release date:	August 2018
First published:	2018
Authors:	Ye Ouyang • Mantian Hu • Alexis Huet • Zhongyuan Li
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	196
Edition:	1st ed. 2018
ISBN-13:	978-3-319-92311-6
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Internet > Network computers Books > Business & Economics > Industry & industrial studies > Media, information & communication industries > Postal & telecommunications industries Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > WAP (wireless) technology Books > Computing & IT > Applications of computing > Databases > Data mining
LSN:	3-319-92311-0
Barcode:	9783319923116

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