Mining Over Air: Wireless Communication Networks Analytics

• Main Authors: Ouyang, Ye (Author, http://id.loc.gov/vocabulary/relators/aut), Hu, Mantian (http://id.loc.gov/vocabulary/relators/aut), Huet, Alexis (http://id.loc.gov/vocabulary/relators/aut), Li, Zhongyuan (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Computer communication systems.; Data mining.; Algorithms.; Computer Communication Networks.; Data Mining and Knowledge Discovery.; Algorithm Analysis and Problem Complexity.

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 p...

Table of Contents:

• Wireless Networks
• Artificial Intelligence
• Big Data
• Machine Learning
• Long Term Evolution (LTE)
• The 5th Generation (5G)
• Self-Organizing Networks (SON)
• Quality of Experience (QoE)
• Network Performance
• Data Analytics.