Hasan Farooq

Orcid: 0000-0002-1208-1245

According to our database1, Hasan Farooq authored at least 41 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
An AI-Enabled Framework to Defend Ingenious MDT-Based Attacks on the Emerging Zero Touch Cellular Networks.
IEEE Netw., January, 2024

Multi-Task Learning as Enabler for General-Purpose AI-Native RAN.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023
A Framework to Address Mobility Management Challenges in Emerging Networks.
IEEE Wirel. Commun., August, 2023

Interpretable AI-Based Large-Scale 3D Pathloss Prediction Model for Enabling Emerging Self-Driving Networks.
IEEE Trans. Mob. Comput., July, 2023

Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
CoRR, 2023

Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
IEEE Commun. Surv. Tutorials, 2023

Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

2022
Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

2021
Coordinated Reinforcement Learning for Optimizing Mobile Networks.
CoRR, 2021

Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

2020
Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA).
IEEE Trans. Veh. Technol., 2020

Can Machine Learning Be Used to Recognize and Diagnose Coughs?
CoRR, 2020

Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions.
IEEE Access, 2020

SyntheticNET: A 3GPP Compliant Simulator for AI Enabled 5G and Beyond.
IEEE Access, 2020

Where to Go Next?: A Realistic Evaluation of AI-Assisted Mobility Predictors for HetNets.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020

Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020

2019
Analytical Modeling for Mobility Signalling in Ultradense HetNets.
IEEE Trans. Veh. Technol., 2019

Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks?
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

AI Empowered Smart User Association in LTE Relays HetNets.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Concurrent Optimization of Coverage, Capacity, and Load Balance in HetNets Through Soft and Hard Cell Association Parameters.
IEEE Trans. Veh. Technol., 2018

Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization.
IEEE Trans. Mob. Comput., 2018

Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks.
IEEE Trans. Green Commun. Netw., 2018

Proactive Caching at the Edge Leveraging Influential User Detection in Cellular D2D Networks.
Future Internet, 2018

Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions.
IEEE Commun. Surv. Tutorials, 2018

Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets.
Proceedings of the IEEE Global Communications Conference, 2018

Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis.
Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

2017
Spatiotemporal Mobility Prediction in Proactive Self-Organizing Cellular Networks.
IEEE Commun. Lett., 2017

Coordinated Multi-Point Clustering Schemes: A Survey.
IEEE Commun. Surv. Tutorials, 2017

A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Fault prediction and reliability analysis in a real cellular network.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

2016
A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations.
Trans. Emerg. Telecommun. Technol., 2016

2015
Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2013
Energy, Traffic Load, and Link Quality Aware Ad Hoc Routing Protocol for Wireless Sensor Network Based Smart Metering Infrastructure.
Int. J. Distributed Sens. Networks, 2013

2012
Principal Component Analysis-Linear Discriminant Analysis Feature Extractor for Pattern Recognition
CoRR, 2012


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