ITU Kaleidoscope 2018 – Machine learning for a 5G future
Foreword
     Chaesub Lee Director ITU Telecommunication Standardization Bureau
     Chairman's Message – Rudy Omar Grether General Chairman
Table of Contents
Committees
Keynote Summary
     Impact of Machine Learning in 5G Planning  and Deployment
Session 1 – Machine Learning in Telecommunication Networks - I
     A MACHINE LEARNING MANAGEMENT MODEL FOR QoE ENHANCEMENT INNEXT-GENERATION WIRELESS ECOSYSTEMS
     UNSUPERVISED LEARNING FOR DETECTION OF LEAKAGE FROM THE HFCNETWORK
     DOUBLE SARSA BASED MACHINE LEARNING TO IMPROVE QUALITY OF VIDEOSTREAMING OVER HTTP THROUGH WIRELESS NETWORKS
Session 2 – Artificial Intelligence and 5G
     SELF-HEALING AND RESILIENCE IN FUTURE 5G COGNITIVE AUTONOMOUSNETWORKS
     AI AS A MICROSERVICE (AIMS) OVER 5G NETWORKS
     MULTIFRACTAL MODELING OF THE RADIO ELECTRIC SPECTRUM APPLIED INCOGNITIVE RADIO NETWORKS
     TOWARDS COGNITIVE AUTONOMOUS NETWORKS IN 5G
Session 3 – Machine Learning in Telecommunication Networks - II
     MACHINE LEARNING OPPORTUNITIES IN CLOUD COMPUTING DATA CENTERMANAGEMENT FOR 5G SERVICES
     CONSIDERATION ON AUTOMATION OF 5G NETWORK SLICING WITHMACHINE LEARNING
Session 4 – Optimization of Data Management with Machine Learning
     A DEEP REINFORCEMENT LEARNING APPROACH FOR DATA MIGRATION INMULTI-ACCESS EDGE COMPUTING
     Predicting Activities in Business Processes with LSTM Recurrent Neural Networks
Session 5 – Network Applications of Machine Learning
     SMART USAGE OF MULTIPLE RAT IN IOT-ORIENTED 5G NETWORKS: AREINFORCEMENT LEARNING APPROACH
     MESSAGE COLLISION IDENTIFICATION APPROACH USING MACHINE LEARNING
     OPTICAL FLOW BASED LEARNING APPROACH FOR ABNORMAL CROWD ACTIVITYDETECTION WITH MOTION DESCRIPTOR MAP
Session 6 – Social, Legal and Ethical Aspects in Machine Learning
     A GENDERED PERSPECTIVE ON ARTIFICIAL INTELLIGENCE
     ETHICAL FRAMEWORK FOR MACHINE LEARNING
     UNDECLARED CONSTRUCTIONS: A GOVERNMENT’S SUPPORT DEEP LEARNINGSOLUTION FOR AUTOMATIC CHANGE DETECTION
Abstracts
Index of Authors