3 papers
cs.LG2024
A Survey of Anomaly Detection in In-Vehicle Networks
Övgü Özdemir, M. Tuğberk İşyapar, Pınar Karagöz +3
Modern vehicles are equipped with Electronic Control Units (ECU) that are used for controlling important vehicle functions including safety-critical operations. ECUs exchange infor…
cs.LG2023
Large-Scale Cell-Level Quality of Service Estimation on 5G Networks Using Machine Learning Techniques
M. Tuğberk İşyapar, Ufuk Uyan, Mahiye Uluyağmur Öztürk
This study presents a general machine learning framework to estimate the traffic-measurement-level experience rate at given throughput values in the form of a Key Performance Indic…
cs.LG2022
5G Long-Term and Large-Scale Mobile Traffic Forecasting
Ufuk Uyan, M. Tugberk Isyapar, Mahiye Uluyagmur Ozturk
It is crucial for the service provider to comprehend and forecast mobile traffic in large-scale cellular networks in order to govern and manage mechanisms for base station placemen…