Personal profile
Research Interests
Artificial Intelligence
Education/Academic qualification
PhD
Award Date: 1 Jan 2008
Bachelor, B.A. Mod HONS in Computer Science, The Provost, Fellows, Foundation Scholars & The Other Members Of Board, Of The College Of The Holy & Undivided Trinity Of Queen Elizabeth Near Dublin
Award Date: 31 May 2003
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Dive into the research topics where Steven Davy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Application Adaptive Light-Weight Deep Learning (AppAdapt-LWDL) Framework for Enabling Edge Intelligence in Dairy Processing
Mhapsekar, R. U., Abraham, L., Davy, S. & Dey, I., 2025, In: IEEE Transactions on Mobile Computing. 24, 2, p. 1105-1119 15 p.Research output: Contribution to journal › Article › peer-review
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A systematic review of the internet of things and artificial intelligence applications in milk quality monitoring and analysis
Mhapsekar, R., Kilbane, D., Davy, S., Abraham, L., Fenelon, M. & O'Shea, N., 1 Jul 2025, In: International Journal of Dairy Technology. 78, 3, e70049.Research output: Contribution to journal › Review article › peer-review
Open AccessFile -
BiAgriNet: Binarized Knowledge-Distilled Network for Real-Time Semantic Segmentation in Agriculture
Khan, H., Iftikhar, S., Ward, R., Davy, S. & Breslin, J. G., 2025, In: IEEE Access. 13, p. 192374-192390 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
BiSegUNet: An Efficient Binary Convolution Network with Multi-Scale Feature Refinement for Semantic Segmentation
Khan, H., Iftikhar, S., Davy, S. & Breslin, J. G., 2025, (Accepted/In press) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning
Iftikhar, S., Alsamhi, S. H. & Davy, S., 2025, (Accepted/In press) In: IEEE Transactions on Sustainable Computing.Research output: Contribution to journal › Article › peer-review
Open Access