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ISBN 10: 3030064034 ISBN 13: 9783030064037
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Paperback. Condition: New. 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. Softcover reprint of the original 1st ed. 2018.
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Published by Springer-Nature New York Inc, 2019
ISBN 10: 3030064034 ISBN 13: 9783030064037
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Published by Information Science Reference, 2016
ISBN 10: 1522517502 ISBN 13: 9781522517504
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Published by Springer International Publishing, 2019
ISBN 10: 3030064034 ISBN 13: 9783030064037
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Condition: New. Leverages the power of machine learning and data mining for studying problems in telecommunication networks that cannot be addressed by the traditional methods in telecom spaceIncludes methods, solutions, and algorithms th.
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ISBN 10: 3319923110 ISBN 13: 9783319923116
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Leverages the power of machine learning and data mining for studying problems in telecommunication networks that cannot be addressed by the traditional methods in telecom spaceIncludes methods, solutions, and algorithms th.
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