Page 10 - Proceedings of the 2018 ITU Kaleidoscope

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Session 4: Optimization of Data Management with Machine Learning
S4.1 A Deep Reinforcement Learning Approach for Data Migration in Multi-access
Edge Computing ....................................................................................................... 83
Fabrizio De Vita, Dario Bruneo, Antonio Puliafito, Giovanni Nardini, Antonio
Virdis, Giovanni Stea
S4.2 Predicting Activities in Business Processes with LSTM Recurrent Neural
Networks ................................................................................................................... 91
Edgar Tello-Leal, Jorge Roa, Mariano Rubiolo, Ulises Ramírez-Alcocer

Session 5: Network Applications of Machine Learning

S5.1 Smart Usage of Multiple RAT in IoT-oriented 5G Networks: A Reinforcement
Learning Approach ................................................................................................... 101
Ruben Martínez Sandoval, Sebastian Canovas-Carrasco, Antonio-Javier Garcia-
Sanchez, Joan Garcia-Haro

S5.2 Message Collision Identification Approach Using Machine Learning ..................... 109
Juan Pablo Martín, Bruno Marengo, Juan Pablo Prina, Martín Gabriel Riolfo
S5.3 Optical Flow Based Learning Approach for Abnormal Crowd Activity Detection
with Motion Descriptor Map .................................................................................... 115
Dhananjay Kumar, Govinda Raj Sampath Sarala

Session 6: Social, Legal and Ethical Aspects in Machine Learning
S6.1 A Gendered Perspective on Artificial Intelligence ................................................... 125
Smriti Parsheera

S6.2 Ethical Framework for Machine Learning ................................................................ 132
Charru Malhotra, Vinod Kotwal, Surabhi Dalal
S6.3 Undeclared Constructions: A Government's Support Deep Learning Solution for
Automatic Change Detection .................................................................................... 140
Pamela Ferrari Lezaun, Gustavo Olivieri

Abstracts ............................................................................................................................................. 147

Index of Authors ................................................................................................................................... 155

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