Hasan Farooq

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 42

Top Topics

Propagation Model

Machine Learning

Cellular Networks

Top Venues

IEEE Trans. Veh. Technol.

Publications

Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin
Multi-Task Learning as enabler for General-Purpose AI-native RAN. CoRR (2024)
Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin
Multi-Task Learning as Enabler for General-Purpose AI-Native RAN. ICC Workshops (2024)
Aneeqa Ijaz, Waseem Raza, Hasan Farooq, Marvin Manalastas, Ali Imran
An AI-Enabled Framework to Defend Ingenious MDT-Based Attacks on the Emerging Zero Touch Cellular Networks. IEEE Netw. 38 (1) (2024)
Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran
Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework. CoRR (2023)
Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
Interpretable AI-Based Large-Scale 3D Pathloss Prediction Model for Enabling Emerging Self-Driving Networks. IEEE Trans. Mob. Comput. 22 (7) (2023)
Aneeqa Ijaz, Waseem Raza, Hasan Farooq, Marvin Manalastas, Ali Imran
An AI-Enabled Framework to Defend Ingenious MDT-based Attacks on the Emerging Zero Touch Cellular Networks. CoRR (2023)
Shruti Bothe, Hasan Farooq, Julien Forgeat, Kristijonas Cyras
Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning. PIMRC (2023)
Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran
Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework. IEEE Commun. Surv. Tutorials 25 (3) (2023)
Syed Muhammad Asad Zaidi, Hasan Farooq, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran
A Framework to Address Mobility Management Challenges in Emerging Networks. IEEE Wirel. Commun. 30 (4) (2023)
Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
Interpretable AI-based Large-scale 3D Pathloss Prediction Model for enabling Emerging Self-Driving Networks. CoRR (2022)
Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Per Karlsson
Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case. ICC Workshops (2022)
Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson
Coordinated Reinforcement Learning for Optimizing Mobile Networks. CoRR (2021)
Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Meral Shirazipour, Per Karlsson
Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks. ICC Workshops (2021)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions. IEEE Access 8 (2020)
Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. BlackSeaCom (2020)
Jamale Benitez Porch, Chuan Heng Foh, Hasan Farooq, Ali Imran
Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks. BlackSeaCom (2020)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
SyntheticNET: A 3GPP Compliant Simulator for AI Enabled 5G and Beyond. IEEE Access 8 (2020)
Hasan Farooq, Ahmad Asghar, Ali Imran
Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA). IEEE Trans. Veh. Technol. 69 (3) (2020)
Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. CoRR (2020)
Charles Bales, Charles N. John, Hasan Farooq, Usama Masood, Muhammad Nabeel, Ali Imran
Can Machine Learning Be Used to Recognize and Diagnose Coughs? CoRR (2020)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions. CoRR (2020)
Marvin Manalastas, Hasan Farooq, Syed Muhammad Asad Zaidi, Ali Imran
Where to Go Next?: A Realistic Evaluation of AI-Assisted Mobility Predictors for HetNets. CCNC (2020)
Usama Masood, Hasan Farooq, Ali Imran
A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks. GLOBECOM (2019)
Azar Taufique, Abdelrahim Mohamed, Hasan Farooq, Ali Imran, Rahim Tafazolli
Analytical Modeling for Mobility Signalling in Ultradense HetNets. IEEE Trans. Veh. Technol. 68 (3) (2019)
Hana Gebrie, Hasan Farooq, Ali Imran
What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks? ICC Workshops (2019)
Hasan Farooq, Ali Imran, Mona Jaber
AI Empowered Smart User Association in LTE Relays HetNets. ICC Workshops (2019)
Ahmad Asghar, Hasan Farooq, Ali Imran
Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments. ICC (2019)
Morghan Hartmann, Hasan Farooq, Ali Imran
Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device. ISCC (2019)
Ben Hughes, Shruti Bothe, Hasan Farooq, Ali Imran
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks. ICNC (2019)
Hasan Farooq, Ahmad Asghar, Ali Imran
Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets. GLOBECOM (2018)
Muhammad Nauman Rafiq, Hasan Farooq, Ahmed Zoha, Ali Imran
Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis. BDCAT (2018)
Ahmad Asghar, Hasan Farooq, Ali Imran
Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis. PIMRC (2018)
Anwar Said, Syed Waqas Haider Shah, Hasan Farooq, Adnan Noor Mian, Ali Imran, Jon Crowcroft
Proactive Caching at the Edge Leveraging Influential User Detection in Cellular D2D Networks. Future Internet 10 (10) (2018)
Ahmad Asghar, Hasan Farooq, Ali Imran
Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions. IEEE Commun. Surv. Tutorials 20 (3) (2018)
Hasan Farooq, Ahmad Asghar, Ali Imran
Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks. IEEE Trans. Green Commun. Netw. 2 (4) (2018)
Ahmed Zoha, Arsalan Saeed, Hasan Farooq, Ali Rizwan, Ali Imran, Muhammad Ali Imran
Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization. IEEE Trans. Mob. Comput. 17 (7) (2018)
Ahmad Asghar, Hasan Farooq, Ali Imran
Concurrent Optimization of Coverage, Capacity, and Load Balance in HetNets Through Soft and Hard Cell Association Parameters. IEEE Trans. Veh. Technol. 67 (9) (2018)
Hasan Farooq, Ali Imran
Spatiotemporal Mobility Prediction in Proactive Self-Organizing Cellular Networks. IEEE Commun. Lett. 21 (1) (2017)
Yash Kumar, Hasan Farooq, Ali Imran
Fault prediction and reliability analysis in a real cellular network. IWCMC (2017)
Selcuk Bassoy, Hasan Farooq, Muhammad Ali Imran, Ali Imran
Coordinated Multi-Point Clustering Schemes: A Survey. IEEE Commun. Surv. Tutorials 19 (2) (2017)
Ahmad Asghar, Hasan Farooq, Ali Imran
A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets. PIMRC (2017)
Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations. Trans. Emerg. Telecommun. Technol. 27 (7) (2016)
Md. Salik Parwez, Hasan Farooq, Ali Imran, Hazem H. Refai
Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering. GLOBECOM (2015)
Hasan Farooq, Md. Salik Parwez, Ali Imran
Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks. GLOBECOM (2015)
Hasan Farooq, Low Tang Jung
Energy, Traffic Load, and Link Quality Aware Ad Hoc Routing Protocol for Wireless Sensor Network Based Smart Metering Infrastructure. Int. J. Distributed Sens. Networks 9 (2013)
Aamir Khan, Hasan Farooq
Principal Component Analysis-Linear Discriminant Analysis Feature Extractor for Pattern Recognition CoRR (2012)