Personal profile
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 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Cross-Device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection
Xia, T., Han, J., Ghosh, A. & Mascolo, C., 5 May 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 p. 10096427. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Human-centred artificial intelligence for mobile health sensing: challenges and opportunities
Dang, T., Spathis, D., Ghosh, A. & Mascolo, C., 15 Nov 2023, In: Royal Society Open Science. 10, 11, 22 p., 230806.Research output: Contribution to journal › Review article › peer-review
Open AccessFile140 Downloads (Pure) -
Investigating Domain-agnostic Performance in Activity Recognition using Accelerometer Data
Hasthanasombat, A., Ghosh, A., Spathis, D. & Mascolo, C., 24 Apr 2023, Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing. New York: Association for Computing Machinery (ACM), (Proceedings of UbiComp: Ubiquitous Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile47 Downloads (Pure) -
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning
Ghosh, A. & Mascolo, C., 25 Aug 2023, Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 3741-3749 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Machine learning detects altered spatial navigation features in outdoor behaviour of Alzheimer’s disease patients
Ghosh, A., Puthusseryppady, V., Chan, D., Mascolo, C. & Hornberger, M., 24 Feb 2022, In: Scientific Reports. 12, 1, 13 p., 3160.Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Downloads (Pure)
Projects
- 2 Finished
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AdaEdge: Practical Model Adaptation at the Edge
Ghosh, A. (Principal Investigator)
1/10/24 → 30/09/25
Project: Research Councils
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UnFed: Selective Forgetting in Federated Financial Applications
Wang, S. (Co-Investigator), Wu, H. (Co-Investigator) & Ghosh, A. (Principal Investigator)
Engineering & Physical Science Research Council
1/04/24 → 31/08/24
Project: Research Councils