Research output per year
Research output per year
Personal profile
Research
Amir Aminifar is an Associate Professor (Universitetslektor and Docent) in the Department of Electrical and Information Technology at Lund University, Sweden. He received his Ph.D. degree from the Swedish National Computer Science Graduate School (CUGS), Linköping University, Sweden, in 2016. During 2016-2020, he held a Scientist position in the Institute of Electrical Engineering at the Swiss Federal Institute of Technology (EPFL), Switzerland. His current research interests cover a wide range of topics, including Federated/Edge/Energy-Efficient Machine Leanring, Trustworthy/Safe/Privacy-Preserving Machine Learning, as well as Medical/Health Informatics, Mobile-Health, and Wearable Technology.
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):
Subject classification (UKÄ)
- Computer Systems
Free keywords
- Machine Learning
- Internet of Things (IoT)
- Federated Learning
- Health Informatics
- Mobile-Health
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Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Binary Forward-Only Algorithms
Huang, B. & Aminifar, A., 2025 Jan 1, (E-pub ahead of print) In: IEEE Design and Test. 6 p.Research output: Contribution to journal › Article › peer-review
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Privacy-preserving edge federated learning for intelligent mobile-health systems
Aminifar, A., Shokri, M. & Aminifar, A., 2024 Dec, In: Future Generation Computer Systems. 161, p. 625-637 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems
Baghersalimi, S., Amirshahi, A., Forooghifar, F., Teijeiro, T., Aminifar, A. & Atienza, D., 2024 Oct 17, In: ACM Transactions on Intelligent Systems and Technology. 15, 5, 102.Research output: Contribution to journal › Article › peer-review
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Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems
Baghersalimi, S., Teijeiro, T., Aminifar, A. & Atienza, D., 2024 May, In: IEEE Transactions on Mobile Computing. 23, 5, p. 6392 - 6407 16 p.Research output: Contribution to journal › Article › peer-review
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Interpretable machine learning for predicting the fate and transport of pentachlorophenol in groundwater
Rad, M., Abtahi, A., Berndtsson, R., McKnight, U. S. & Aminifar, A., 2024 Mar 15, In: Environmental Pollution. 345, 123449.Research output: Contribution to journal › Article › peer-review
Open Access
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SOURCE: Secure Operation of Uncontrolled and Reliable Computing on the Edges
Gehrmann, C. (Researcher) & Aminifar, A. (Researcher)
2024/04/01 → 2029/04/30
Project: Research
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NextG2Com: Next Generation Communication and Computational Infrastructures and Applications (NextG2Com)
Kihl, M. (PI), Runeson, P. (CoPI), Schuber, P. (Project coordinator), Tufvesson, F. (Researcher), Edfors, O. (Researcher), Krueger, V. (Researcher), Söderberg, E. (Researcher), Aminifar, A. (Researcher), Johansson, A. (Researcher), Cai, X. (Researcher), Liu, L. (Researcher), Lau, B. K. (Researcher), Stenmark, M. (Researcher), Topp, E. A. (Researcher), Gehrmann, C. (Researcher), Engström, E. (Researcher), Borg, M. (Researcher), Tärneberg, W. (Researcher), Johnsson, C. (Researcher), Willhammar, S. (Researcher), Li, X. (Researcher), Li, J. (Research student), Xu, Y. (Research student), Al-Ameri, A. (Research student), Khosravi, H. (Research student), Nelson, C. (Research student), Gupta, R. (Research student), Wagner, M. (Research student), Heander, L. (Research student), Kristoffersson Lind, S. (Research student), Rydenfält, C. (Researcher), Yaman, I. (Research student), Abtahi Fahliani, A. (Researcher), Sanchez, J. (Research student), Song, Q. (Research student), Ertürk, E. (Research student), Jena, A. (Research student), Orucevic-Alagic, A. (Researcher), Hagatulah, N. (Research student), Ismail, H. (Research student), Palesetti, P. (Research student), Bergman, E. (Research student) & Bexell, A. (Research student)
Swedish Government Agency for Innovation Systems (Vinnova)
2024/01/01 → 2028/12/31
Project: Research
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Explainable and Just AI in Data-Driven Disease Surveillance
Hashemi, A. S. (PI), Litins'ka, Y. (CoPI), Björk, J. (Researcher), Ohlsson, M. (Researcher), Dietler, D. (Researcher), Holmberg, P. (Researcher) & Aminifar, A. (Researcher)
2025/06/01 → 2027/05/31
Project: Research
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FEMTRAC: Future EcoEfficient Manufacturing through Real-Time LCA/LCC & Blockchain Connectivity
Aminifar, A. (PI)
Swedish Government Agency for Innovation Systems (Vinnova)
2024/10/19 → 2025/04/19
Project: Research
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Physical activity for secondary prevention of atrial fibrillation-Pilot study
Sandberg, F. (PI), Aminifar, A. (Researcher) & Platonov, P. (Researcher)
The Swedish Heart Lung Foundation
2022/01/01 → 2023/12/31
Project: Research
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Engineering Health 2024 Fall Retreat
Hjalt, T. (Organiser), Aminifar, A. (Organiser), Baasch, T. (Organiser), Cinthio, M. (Organiser), Gerlt, M. (Organiser), Gustafsson, A. (Organiser), Danielsson, M. (Keynote/plenary speaker), Nilsson, N. (Keynote/plenary speaker) & Stenström, P. (Keynote/plenary speaker)
2024 Sept 19 → 2024 Sept 20Activity: Participating in or organising an event › Organisation of conference
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Engineering Health Crossroads workshop: Synergies between Engineering Health Focus area Bioimaging and Region Skåne Precision Medicine and ATMP center
Laurell, T. (Participant), Sandberg, F. (Participant), Jovinge, S. (Host), Ohlin, M. (Participant), Aminifar, A. (Participant), Nilsson, M. (Participant), Bernhardsson, B. (Participant) & Åström, K. (Participant)
2023 Mar 15Activity: Participating in or organising an event › Participation in workshop/ seminar/ course
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1st Engineering Health Crossroads workshop: Synergies between Engineering Health and Region Skåne Precision Medicine and ATMP center
Laurell, T. (Host), Nilsson, M. (Participant), Åström, K. (Participant), Antfolk, C. (Participant), Bernhardsson, B. (Participant), Aminifar, A. (Role not specified), Malmström, J. (Participant), Jovinge, S. (Participant) & Ohlin, M. (Participant)
2023 Feb 28Activity: Participating in or organising an event › Participation in workshop/ seminar/ course