Ahsan Raza Khan

Research title: Federated Learning for Machine Learning Driven Application

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022 | 2021
Number of items: 23.

2024

Ahmed, U., Khan, A. R., Mahmood, A., Rafiq, I., Ghannam, R. and Zoha, A. (2024) Short-term global horizontal irradiance forecasting using weather classified categorical boosting. Applied Soft Computing, 155, 111441. (doi: 10.1016/j.asoc.2024.111441)

Bhatti, S., Khan, A. R., Zoha, A. , Hussain, S. and Ghannam, R. (2024) A machine learning frontier for predicting LCOE of photovoltaic system economics. Advanced Energy and Sustainability Research, (doi: 10.1002/aesr.202300178) (Early Online Publication)

Khosravi, S., Li, H., Khan, A. R., Zoha, A. and Ghannam, R. (2024) Exploring the elusive mind: a multimodal wearable sensor solution for measuring mind wandering in university students. Advanced Sensor Research, 3(1), 2300067. (doi: 10.1002/adsr.202300067)

2023

Khan, A. R., Manzoor, H. U., Ayaz, F., Imran, M. A. and Zoha, A. (2023) A privacy and energy-aware federated framework for human activity recognition. Sensors, 23(23), 9339. (doi: 10.3390/s23239339) (PMID:38067712) (PMCID:PMC10708886)

Al-Quraan, M., Khan, A., Centeno, A. , Zoha, A. , Imran, M. A. and Mohjazi, L. (2023) FedraTrees: a novel computation-communication efficient federated learning framework investigated in smart grids. Engineering Applications of Artificial Intelligence, 124, 106654. (doi: 10.1016/j.engappai.2023.106654)

Hafeez, S., Khan, A. R., Al-Quraan, M., Mohjazi, L. , Zoha, A. , Imran, M. A. and Sun, Y. (2023) Blockchain-assisted UAV communication systems: a comprehensive survey. IEEE Open Journal of Vehicular Technology, 4, pp. 558-580. (doi: 10.1109/OJVT.2023.3295208)

Manzoor, H. U., Khan, A. R., Sher, T., Ahmad, W. and Zoha, A. (2023) Defending Federated Learning From Backdoor Attacks: Anomaly-Aware FedAVG With Layer-Based Aggregation. In: 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, ON, Canada, 05-08 Sep 2023, (Accepted for Publication)

Ahmad, I. , Khan, A. R., Bin Rais, R. N., Zoha, A. , Imran, M. A. and Hussain, S. (2023) Vision-Assisted Beam Prediction for Real World 6G Drone Communication. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2023), Toronto, ON, Canada, 5–8 Sept 2023, (Accepted for Publication)

Al-Quraan, M., Khan, A., Mohjazi, L. , Centeno, A. , Zoha, A. and Imran, M. A. (2023) Intelligent beam blockage prediction for seamless connectivity in vision-aided next-generation wireless networks. IEEE Transactions on Network and Service Management, 20(2), 1937 - 1948. (doi: 10.1109/TNSM.2022.3216556)

Manzoor, H. U., Khan, A. R., Flynn, D. , Alam, M. M., Akram, M., Imran, M. A. and Zoha, A. (2023) FedBranched: Leveraging federated learning for anomaly-aware load forecasting in energy networks. Sensors, 23(7), 3570. (doi: 10.3390/s23073570)

Amin, A., Mahmood, A., Khan, A. R., Arshad, K., Assaleh, A. and Zoha, A. (2023) A two-stage multi-agent EV charging coordination scheme for maximizing grid performance and customer satisfaction. Sensors, 23(6), 2925. (doi: 10.3390/s23062925)

Khan, A. R., Ahmad, I. , Mohjazi, L. , Hussain, S. , Rais, R. N. B., Imran, M. A. and Zoha, A. (2023) Latency-aware blockage prediction in vision-aided federated wireless networks. Frontiers in Communications and Networks, 4, 1130844. (doi: 10.3389/frcmn.2023.1130844)

2022

Bhatti, S., Khan, A. R., Hussain, S. and Ghannam, R. (2022) Predicting Renewable Energy Resources using Machine Learning for Wireless Sensor Networks. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970851)

Khan, A. R., Bokhari, S. M., Khosravi, S., Hussain, S. , Ghannam, R. , Imran, M. A. and Zoha, A. (2022) Feature Selection Mechanism for Attention Classification Using Gaze Tracking Data. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970936)

Khosravi, S., Khan, A. R., Zoha, A. and Ghannam, R. (2022) Employing a Wearable Eye-tracker to Observe Mind-wandering in Dynamic Stimuli. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970787)

Manzoor, H. U., Khan, M. S., Khan, A. R., Ayaz, F., Flynn, D. , Imran, M. A. and Zoha, A. (2022) FedClamp: an Algorithm for Identification of Anomalous Client in Federated Learning. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970909)

Manzoor, H. U., Khan, A. R., Al-Quraan, M., Mohjazi, L. , Taha, A. , Abbas, H. , Hussain, S. , Imran, M. A. and Zoha, A. (2022) Energy Management in an Agile Workspace using AI-driven Forecasting and Anomaly Detection. In: 4th Global Power, Energy and Communication Conference (GPECOM 2022), Cappadocia, Turkey, 14-17 June 2022, pp. 644-649. ISBN 9781665469258 (doi: 10.1109/GPECOM55404.2022.9815599)

AlQallaf, N., Chen, X., Ge, Y., Khan, A., Zoha, A. , Hussain, S. and Ghannam, R. (2022) Teaching Solar Energy Systems Design using Game-Based Virtual Reality. In: IEEE Global Engineering Education Conference (EDUCON2022), Tunis, Tunisia, 28-31 Mar 2022, pp. 956-960. ISBN 9781665444347 (doi: 10.1109/EDUCON52537.2022.9766460)

Khan, A. R., Khosravi, S., Hussain, S. , Ghannam, R. , Zoha, A. and Imran, M. A. (2022) EXECUTE: Exploring Eye Tracking to Support E-learning. In: IEEE Global Engineering Education Conference (EDUCON2022), Tunis, Tunisia, 28-31 March 2022, pp. 670-676. ISBN 9781665444347 (doi: 10.1109/EDUCON52537.2022.9766506)

Khosravi, S., Khan, A. R., Zoha, A. and Ghannam, R. (2022) Self-Directed Learning using Eye-Tracking: A Comparison between Wearable Head-worn and Webcam-based Technologies. In: IEEE Global Engineering Education Conference (EDUCON2022), Tunis, Tunisia, 28-31 March 2022, pp. 640-643. ISBN 9781665444347 (doi: 10.1109/EDUCON52537.2022.9766468)

Khan, A. R., Zoha, A. , Mohjazi, L. , Sajid, H., Abbasi, Q. and Imran, M. A. (2022) When Federated Learning Meets Vision: an Outlook on Opportunities and Challenges. In: EAI BODYNETS 2021 - 16th EAI International Conference on Body Area Networks: Smart IoT and big data for intelligent health management, Glasgow, Great Britain, 25-26 October 2021, pp. 308-319. ISBN 9783030955939 (doi: 10.1007/978-3-030-95593-9_23)

2021

Al-Quraan, M., Khan, A. R., Mohjazi, L. , Centeno, A. , Zoha, A. and Imran, M. A. (2021) A Hybrid Data Manipulation Approach for Energy and Latency-Efficient Vision-Aided UDNs. In: 2021 Eighth International Conference on Software Defined Systems (SDS), Gandia, Spain (Virtual), 6-9 Dec 2021, ISBN 9781665458207 (doi: 10.1109/SDS54264.2021.9732115)

Khan, A. R., Zoha, A. , Hussain, S. and Imran, M. A. (2021) EXECUTE: Exploring Eye Tracking Data to Support E-learning. UK&IE EER Summer Event, 9 Sept 2021. (Accepted for Publication)

This list was generated on Fri Apr 19 04:51:02 2024 BST.
Jump to: Articles | Conference or Workshop Item | Conference Proceedings
Number of items: 23.

Articles

Ahmed, U., Khan, A. R., Mahmood, A., Rafiq, I., Ghannam, R. and Zoha, A. (2024) Short-term global horizontal irradiance forecasting using weather classified categorical boosting. Applied Soft Computing, 155, 111441. (doi: 10.1016/j.asoc.2024.111441)

Bhatti, S., Khan, A. R., Zoha, A. , Hussain, S. and Ghannam, R. (2024) A machine learning frontier for predicting LCOE of photovoltaic system economics. Advanced Energy and Sustainability Research, (doi: 10.1002/aesr.202300178) (Early Online Publication)

Khosravi, S., Li, H., Khan, A. R., Zoha, A. and Ghannam, R. (2024) Exploring the elusive mind: a multimodal wearable sensor solution for measuring mind wandering in university students. Advanced Sensor Research, 3(1), 2300067. (doi: 10.1002/adsr.202300067)

Khan, A. R., Manzoor, H. U., Ayaz, F., Imran, M. A. and Zoha, A. (2023) A privacy and energy-aware federated framework for human activity recognition. Sensors, 23(23), 9339. (doi: 10.3390/s23239339) (PMID:38067712) (PMCID:PMC10708886)

Al-Quraan, M., Khan, A., Centeno, A. , Zoha, A. , Imran, M. A. and Mohjazi, L. (2023) FedraTrees: a novel computation-communication efficient federated learning framework investigated in smart grids. Engineering Applications of Artificial Intelligence, 124, 106654. (doi: 10.1016/j.engappai.2023.106654)

Hafeez, S., Khan, A. R., Al-Quraan, M., Mohjazi, L. , Zoha, A. , Imran, M. A. and Sun, Y. (2023) Blockchain-assisted UAV communication systems: a comprehensive survey. IEEE Open Journal of Vehicular Technology, 4, pp. 558-580. (doi: 10.1109/OJVT.2023.3295208)

Al-Quraan, M., Khan, A., Mohjazi, L. , Centeno, A. , Zoha, A. and Imran, M. A. (2023) Intelligent beam blockage prediction for seamless connectivity in vision-aided next-generation wireless networks. IEEE Transactions on Network and Service Management, 20(2), 1937 - 1948. (doi: 10.1109/TNSM.2022.3216556)

Manzoor, H. U., Khan, A. R., Flynn, D. , Alam, M. M., Akram, M., Imran, M. A. and Zoha, A. (2023) FedBranched: Leveraging federated learning for anomaly-aware load forecasting in energy networks. Sensors, 23(7), 3570. (doi: 10.3390/s23073570)

Amin, A., Mahmood, A., Khan, A. R., Arshad, K., Assaleh, A. and Zoha, A. (2023) A two-stage multi-agent EV charging coordination scheme for maximizing grid performance and customer satisfaction. Sensors, 23(6), 2925. (doi: 10.3390/s23062925)

Khan, A. R., Ahmad, I. , Mohjazi, L. , Hussain, S. , Rais, R. N. B., Imran, M. A. and Zoha, A. (2023) Latency-aware blockage prediction in vision-aided federated wireless networks. Frontiers in Communications and Networks, 4, 1130844. (doi: 10.3389/frcmn.2023.1130844)

Conference or Workshop Item

Khan, A. R., Zoha, A. , Hussain, S. and Imran, M. A. (2021) EXECUTE: Exploring Eye Tracking Data to Support E-learning. UK&IE EER Summer Event, 9 Sept 2021. (Accepted for Publication)

Conference Proceedings

Manzoor, H. U., Khan, A. R., Sher, T., Ahmad, W. and Zoha, A. (2023) Defending Federated Learning From Backdoor Attacks: Anomaly-Aware FedAVG With Layer-Based Aggregation. In: 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, ON, Canada, 05-08 Sep 2023, (Accepted for Publication)

Ahmad, I. , Khan, A. R., Bin Rais, R. N., Zoha, A. , Imran, M. A. and Hussain, S. (2023) Vision-Assisted Beam Prediction for Real World 6G Drone Communication. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2023), Toronto, ON, Canada, 5–8 Sept 2023, (Accepted for Publication)

Bhatti, S., Khan, A. R., Hussain, S. and Ghannam, R. (2022) Predicting Renewable Energy Resources using Machine Learning for Wireless Sensor Networks. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970851)

Khan, A. R., Bokhari, S. M., Khosravi, S., Hussain, S. , Ghannam, R. , Imran, M. A. and Zoha, A. (2022) Feature Selection Mechanism for Attention Classification Using Gaze Tracking Data. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970936)

Khosravi, S., Khan, A. R., Zoha, A. and Ghannam, R. (2022) Employing a Wearable Eye-tracker to Observe Mind-wandering in Dynamic Stimuli. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970787)

Manzoor, H. U., Khan, M. S., Khan, A. R., Ayaz, F., Flynn, D. , Imran, M. A. and Zoha, A. (2022) FedClamp: an Algorithm for Identification of Anomalous Client in Federated Learning. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970909)

Manzoor, H. U., Khan, A. R., Al-Quraan, M., Mohjazi, L. , Taha, A. , Abbas, H. , Hussain, S. , Imran, M. A. and Zoha, A. (2022) Energy Management in an Agile Workspace using AI-driven Forecasting and Anomaly Detection. In: 4th Global Power, Energy and Communication Conference (GPECOM 2022), Cappadocia, Turkey, 14-17 June 2022, pp. 644-649. ISBN 9781665469258 (doi: 10.1109/GPECOM55404.2022.9815599)

AlQallaf, N., Chen, X., Ge, Y., Khan, A., Zoha, A. , Hussain, S. and Ghannam, R. (2022) Teaching Solar Energy Systems Design using Game-Based Virtual Reality. In: IEEE Global Engineering Education Conference (EDUCON2022), Tunis, Tunisia, 28-31 Mar 2022, pp. 956-960. ISBN 9781665444347 (doi: 10.1109/EDUCON52537.2022.9766460)

Khan, A. R., Khosravi, S., Hussain, S. , Ghannam, R. , Zoha, A. and Imran, M. A. (2022) EXECUTE: Exploring Eye Tracking to Support E-learning. In: IEEE Global Engineering Education Conference (EDUCON2022), Tunis, Tunisia, 28-31 March 2022, pp. 670-676. ISBN 9781665444347 (doi: 10.1109/EDUCON52537.2022.9766506)

Khosravi, S., Khan, A. R., Zoha, A. and Ghannam, R. (2022) Self-Directed Learning using Eye-Tracking: A Comparison between Wearable Head-worn and Webcam-based Technologies. In: IEEE Global Engineering Education Conference (EDUCON2022), Tunis, Tunisia, 28-31 March 2022, pp. 640-643. ISBN 9781665444347 (doi: 10.1109/EDUCON52537.2022.9766468)

Khan, A. R., Zoha, A. , Mohjazi, L. , Sajid, H., Abbasi, Q. and Imran, M. A. (2022) When Federated Learning Meets Vision: an Outlook on Opportunities and Challenges. In: EAI BODYNETS 2021 - 16th EAI International Conference on Body Area Networks: Smart IoT and big data for intelligent health management, Glasgow, Great Britain, 25-26 October 2021, pp. 308-319. ISBN 9783030955939 (doi: 10.1007/978-3-030-95593-9_23)

Al-Quraan, M., Khan, A. R., Mohjazi, L. , Centeno, A. , Zoha, A. and Imran, M. A. (2021) A Hybrid Data Manipulation Approach for Energy and Latency-Efficient Vision-Aided UDNs. In: 2021 Eighth International Conference on Software Defined Systems (SDS), Gandia, Spain (Virtual), 6-9 Dec 2021, ISBN 9781665458207 (doi: 10.1109/SDS54264.2021.9732115)

This list was generated on Sat Apr 20 11:28:45 2024 BST.

Supervisors