Perfil personal
Cuantificación de educación / académica
Doctor of Philosophy, University Of Oporto
2014
Master of Science, University of Yazd, Iran
2009
Bachelor of Science, University of Urmia, Iran
2005
Experiencia relacionada con los ODS de las Naciones Unidas
En 2015, los estados miembros de las Naciones Unidas acordaron 17 Objetivos de Desarrollo Sostenible (ODS) para erradicar la pobreza, proteger el planeta y garantizar la prosperidad para todos. El trabajo de esta persona contribuye al logro de los siguientes ODS:
-
Affordable and clean energy -
Industry innovation and infrastructure -
Sustainable cities and communities
Huella digital
- 1 Perfiles similares
Colaboraciones y áreas de investigación principales de los últimos cinco años
-
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
Proyecto: Research project
-
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
Proyecto: Research project
-
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
Proyecto: Research project
-
REU Supplement: CRII: CSR: Federated Resource Management in Mobile Edge Computing
Khamfroush, H. (PI)
3/1/20 → 8/31/23
Proyecto: Research project
-
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).Producción científica: Conference contribution › revisión exhaustiva
-
A Lyapunov-Based Framework for Smart Accuracy Latency Tradeoff in Three-Layer Edge Computing Systems
Hosseinzadeh, M., Lucani, D. E. & Khamfroush, H., sept 2025, En: IEEE Systems Journal. 19, 3, p. 778-789 12 p.Producción científica: Article › revisión exhaustiva
-
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).Producción científica: Conference contribution › revisión exhaustiva
-
Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data
Oza, P., Hudson, N., Chantem, T. & Khamfroush, H., ene 10 2024, En: ACM Transactions on Embedded Computing Systems. 23, 1, 8.Producción científica: Article › revisión exhaustiva
Acceso abierto15 Citas (Scopus) -
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
Mahanipour, A. & Khamfroush, H., 2024, Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024. p. 548-555 8 p. (Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024).Producción científica: Conference contribution › revisión exhaustiva
3 Citas (Scopus)