selected publications

• academic article

  • STAD: Spatio-Temporal Anomaly Detection Mechanism for Mobile Network Management.  IEEE Transactions on Network and Service Management.  18:894-906. 2020
  • Enhancing Device-to-Device direct discovery based on predicted user density patterns.  Computer Networks.  151:245-259. 2019
  • Fault-tolerant dynamic planning for wireless mesh networks based on real load profiles.  Computer Networks.  128:94-107. 2017

• blog posting

  • Network planning tool based on network classification and load prediction.  arXiv (Cornell University). 2016

• conference paper

  • Adaptive Range-based Anomaly Detection in Drone-assisted Cellular Networks.  . 2019
  • Drone-Assisted Cellular Networks: A Multi-Agent Reinforcement Learning Approach.  . 2019
  • Proactive Anomaly Detection Model for eHealth-Enabled Data in Next Generation Cellular Networks.  . 1-6. 2018
  • Scalable energy efficient routing in multi-layer femtocell networks.  . 1540-1545. 2017
  • Network planning tool based on network classification and load prediction.  IEEE Wireless Communications and Networking Conference. 1-6. 2016