Personal profile
Education/Academic qualification
Doctor of Philosophy, University Of Oporto
2014
Master of Science, University of Yazd, Iran
2009
Bachelor of Science, University of Urmia, Iran
2005
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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CAREER: Integrated and End-to-end Machine Learning Pipeline for Edge-enabled IoT Systems: A Resource-aware and QoS-aware Perspective
Khamfroush, H. (PI)
3/1/24 → 2/28/29
Project: Research project
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KY Space Grant RIA-22-049: Federated Learning-based Communication Channel Prediction for Autonomous Distributed Robotic Explorers in Moon, Mars, and Beyond
Khamfroush, H. (PI) & Martin, A. (CoI)
National Aeronautics and Space Administration
1/1/23 → 12/31/24
Project: Research project
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SCC-PG: Low-cost Smart Cities: Designing Affordable Smart Cities for All Communities
Baker, C. (PI), Erhardt, G. (CoI) & Khamfroush, H. (CoI)
10/1/20 → 9/30/22
Project: Research project
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REU Supplement: CRII: CSR: Federated Resource Management in Mobile Edge Computing
Khamfroush, H. (PI)
3/1/20 → 8/31/23
Project: Research project
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Federated Reprogramming Knowledge Distillation for Medical Image Classification
Mahanipour, A., Imran, A. A. Z. & Khamfroush, H., 2026, Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning - 1st International Workshop, BRIDGE 2025, and 6th International Workshop, DeCaF 2025, Held in Conjunction with MICCAI 2025, Proceedings. Zamzmi, G., Reinke, A., Samala, R., Jiang, M., Li, X., Roth, H., Sidulova, M., Kooi, T., Albarqouni, S., Bakas, S. & Rieke, N. (eds.). p. 143-152 10 p. (Lecture Notes in Computer Science; vol. 16135 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Lyapunov-Based Framework for Smart Accuracy Latency Tradeoff in Three-Layer Edge Computing Systems
Hosseinzadeh, M., Lucani, D. E. & Khamfroush, H., Sep 2025, In: IEEE Systems Journal. 19, 3, p. 778-789 12 p.Research output: Contribution to journal › Article › peer-review
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Embedded Federated Feature Selection with Dynamic Sparse Training: Balancing Accuracy-Cost Tradeoffs
Mahanipour, A. & Khamfroush, H., 2025, International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Semi-Supervised Federated Multi-Label Feature Selection with Fuzzy Information Measures
Mahanipour, A. & Khamfroush, H., 2025, GLOBECOM 2025 - 2025 IEEE Global Communications Conference. p. 5665-5670 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data
Oza, P., Hudson, N., Chantem, T. & Khamfroush, H., Jan 10 2024, In: ACM Transactions on Embedded Computing Systems. 23, 1, 8.Research output: Contribution to journal › Article › peer-review
Open Access19 Scopus citations