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ORCIDHasan Farooq
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2020 – today
- 2024
[j17]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): 228-237 (2024)- [c20]Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin:
Multi-Task Learning as Enabler for General-Purpose AI-Native RAN. ICC Workshops 2024: 779-785 - [i9]Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin:
Multi-Task Learning as enabler for General-Purpose AI-native RAN. CoRR abs/2404.15197 (2024) - 2023
- [j16]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): 1954-1990 (2023) - [j15]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): 3967-3984 (2023) - [j14]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): 90-97 (2023) - [c19]Shruti Bothe, Hasan Farooq, Julien Forgeat, Kristijonas Cyras:
Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning. PIMRC 2023: 1-6 - [i8]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 abs/2304.12480 (2023) - [i7]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 abs/2308.02923 (2023) - 2022
- [c18]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: 421-426 - [i6]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 abs/2201.12899 (2022) - 2021
- [c17]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: 1-7 - [i5]Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson:
Coordinated Reinforcement Learning for Optimizing Mobile Networks. CoRR abs/2109.15175 (2021) - 2020
- [j13]Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran:
SyntheticNET: A 3GPP Compliant Simulator for AI Enabled 5G and Beyond. IEEE Access 8: 82938-82950 (2020) - [j12]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: 183505-183533 (2020) - [j11]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): 3370-3383 (2020) - [c16]Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran:
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. BlackSeaCom 2020: 1-6 - [c15]Jamale Benitez Porch, Chuan Heng Foh, Hasan Farooq, Ali Imran:
Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks. BlackSeaCom 2020: 1-5 - [c14]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: 1-6 - [i4]Charles Bales, Charles N. John, Hasan Farooq, Usama Masood, Muhammad Nabeel, Ali Imran:
Can Machine Learning Be Used to Recognize and Diagnose Coughs? CoRR abs/2004.01495 (2020) - [i3]Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran:
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. CoRR abs/2005.01472 (2020) - [i2]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 abs/2009.13922 (2020)
2010 – 2019
- 2019
- [j10]Azar Taufique, Abdelrahim Mohamed, Hasan Farooq, Ali Imran, Rahim Tafazolli:
Analytical Modeling for Mobility Signalling in Ultradense HetNets. IEEE Trans. Veh. Technol. 68(3): 2709-2723 (2019) - [c13]Usama Masood, Hasan Farooq, Ali Imran:
A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks. GLOBECOM 2019: 1-6 - [c12]Ahmad Asghar, Hasan Farooq, Ali Imran:
Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments. ICC 2019: 1-6 - [c11]Hasan Farooq, Ali Imran, Mona Jaber:
AI Empowered Smart User Association in LTE Relays HetNets. ICC Workshops 2019: 1-6 - [c10]Hana Gebrie, Hasan Farooq, Ali Imran:
What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks? ICC Workshops 2019: 1-6 - [c9]Ben Hughes, Shruti Bothe, Hasan Farooq, Ali Imran:
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks. ICNC 2019: 282-286 - [c8]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: 1068-1071 - 2018
- [j9]Ahmad Asghar, Hasan Farooq, Ali Imran:
Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions. IEEE Commun. Surv. Tutorials 20(3): 1682-1709 (2018) - [j8]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): 93 (2018) - [j7]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): 958-971 (2018) - [j6]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): 1569-1582 (2018) - [j5]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): 8781-8795 (2018) - [c7]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: 167-173 - [c6]Hasan Farooq, Ahmad Asghar, Ali Imran:
Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets. GLOBECOM 2018: 1-7 - [c5]Ahmad Asghar, Hasan Farooq, Ali Imran:
Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis. PIMRC 2018: 1-6 - 2017
- [j4]Selcuk Bassoy, Hasan Farooq, Muhammad Ali Imran, Ali Imran:
Coordinated Multi-Point Clustering Schemes: A Survey. IEEE Commun. Surv. Tutorials 19(2): 743-764 (2017) - [j3]Hasan Farooq, Ali Imran:
Spatiotemporal Mobility Prediction in Proactive Self-Organizing Cellular Networks. IEEE Commun. Lett. 21(1): 370-373 (2017) - [c4]Yash Kumar, Hasan Farooq, Ali Imran:
Fault prediction and reliability analysis in a real cellular network. IWCMC 2017: 1090-1095 - [c3]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: 1-7 - 2016
- [j2]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): 1000-1015 (2016) - 2015
- [c2]Hasan Farooq, Md. Salik Parwez, Ali Imran:
Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks. GLOBECOM 2015: 1-6 - [c1]Md. Salik Parwez, Hasan Farooq, Ali Imran, Hazem H. Refai:
Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering. GLOBECOM 2015: 1-7 - 2013
- [j1]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) - 2012
- [i1]Aamir Khan, Hasan Farooq:
Principal Component Analysis-Linear Discriminant Analysis Feature Extractor for Pattern Recognition. CoRR abs/1204.1177 (2012)
Coauthor Index
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