Mining Over Air: Wireless Communication Networks Analytics

• Κύριοι συγγραφείς: Ouyang, Ye (Συγγραφέας, 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)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.