3 papers
cs.NI2026
From Network Experience to Subscriber Retention: An Explainable AI Framework for Mobile Operators
Faris B. Mismar, Abdol Saleh, Ivan Maxmillian Putra Pasaribu +1
This article presents a framework for the prediction of subscriber churn in mobile operators also known as telecommunication operators (or telcos). This framework covers relevant a…
cs.NI2025
A Quick Primer on Machine Learning in Wireless Communications
Faris B. Mismar
This is our final issue of the quick primer on the use of Python to build a wireless communications prototype. This prototype simulates multiple-input and multiple-output (MIMO) sy…
cs.NI2024
Adaptive Compression of Massive MIMO Channel State Information with Deep Learning
Faris B. Mismar, Aliye Ãzge Kaya
This paper proposes the use of deep autoencoders to compress the channel information in a \review{massive} multiple input and multiple output (MIMO) system. Although autoencoders p…