3 citations · 3 across the 1 of their papers we have counts for
3 papers
Generative Adversarial Classification Network with Application to Network Traffic Classification
Rozhina Ghanavi, Ben Liang, Ali Tizghadam
Large datasets in machine learning often contain missing data, which necessitates the imputation of missing data values. In this work, we are motivated by network traffic classific…
Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks
Rozhina Ghanavi, Maryam Sabbaghian, Halim Yanikomeroglu
In this paper, we use an aerial base station (aerial-BS) to enhance fairness in a dynamic environment with user mobility. The problem of optimally placing the aerial-BS is a non-de…
Efficient 3D Aerial Base Station Placement Considering Users Mobility by Reinforcement Learning
Rozhina Ghanavi, Elham Kalantari, Maryam Sabbaghian +2
This paper considers an aerial base station (aerial-BS) assisted terrestrial network where user mobility is taken into account. User movement changes the network dynamically which…