Projects per year
Personal profile
Research interests
Trustworthy AI, Federated Learning, Cloud Computing, Decentralised Edge Intelligence, Cybersecurity
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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Collaborations and top research areas from the last five years
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Scottish Action for Mental Health and GCU KTP
McCann, B. (PI), Carmichael, D. (CoI), Tianfield, H. (CoI), Zhang, Y. (CoI), Burns, L. (CoI), Guiller, J. (CoI) & Fraser, F. (CoI)
Project: Knowledge Exchange
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Cross-platform mobile game prototype for Gamified Recruitment
Zhang, Y. (PI), Nazir, S. (CoI) & Tianfield, H. (CoI)
10/04/23 → 9/07/23
Project: Knowledge Exchange
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White Paper on Gamification of Recruitment Product
Tianfield, H. (PI), Nazir, S. (CoI) & Zhang, Y. (CoI)
1/09/22 → 15/12/22
Project: Knowledge Exchange
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GoodBridge: Enhanced Values-based Matching Algorithm for Freelancers
Nazir, S. (PI) & Tianfield, H. (CoI)
25/04/22 → 24/07/22
Project: Knowledge Exchange
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GoodBridge: Values-based Matching Algorithm for Freelancers
Nazir, S. (PI) & Tianfield, H. (CoI)
15/11/21 → 14/03/22
Project: Knowledge Exchange
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Blockchain-enabled digital twin system for brain stroke prediction
Upadrista, V., Nazir, S. & Tianfield, H., 14 Jan 2025, In: Brain Informatics. 12, 1, 15 p., 1.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
Automatic edge app placement for personalized heart attack predictions
Upadrista, V., Nazir, S. & Tianfield, H., Jun 2024, In: Iran Journal of Computer Science. 7, 2, p. 241-257 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile63 Downloads (Pure) -
Joint incentive mechanism design and energy-efficient resource allocation for federated learning in UAV-assisted Internet of Vehicles
Lin, S., Li, Y., Han, Z., Zhuang, B., Ma, J. & Tianfield, H., Mar 2024, In: Drones. 8, 3, 23 p., 82.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)37 Downloads (Pure) -
The future of edge computing for healthcare ecosystem
Upadrista, V., Nazir, S. & Tianfield, H., 29 Mar 2024, Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem. Khang, A., Abdullayev, V., Hrybiuk, O. & Shukla, A. K. (eds.). CRC Press, 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
Open AccessFile77 Citations (Scopus)10 Downloads (Pure) -
A stacking ensemble of deep learning models for IoT intrusion detection
Lazzarini, R., Tianfield, H. & Charissis, V., 4 Nov 2023, In: Knowledge-Based Systems. 279, 13 p., 110941.Research output: Contribution to journal › Article › peer-review
Open AccessFile91 Citations (Scopus)229 Downloads (Pure)