Personal profile
Education/Academic qualification
Electrical Engineering, BEng, University of Malaya
Engineering, MSc, University of Malaya
Computer Science, PhD, University of Malaya
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Dive into the research topics where Roziana Ramli 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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FedPA: A Performance-Based Approach for Resource-Optimized and Imbalance-Resilient Federated Learning
Mahmood, A., Qureshi, A. N., Munir, M. U., Ramli, R. & Azzuhri, S. R., 20 Mar 2026, In: IEEE Access. 14, p. 42105-42118 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A three-phase conceptual framework for vision-based personal thermal comfort assessment
ElBahy, S., Kaushik, A. K., Ramli, R. & Woo, W. L., 1 Nov 2025, In: Journal of Physics: Conference Series. 3140, 7, p. 1-8 8 p., 072009.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile3 Downloads (Pure) -
Developing a taxonomy for vision-based personal thermal comfort: A guiding systematic review for detection, prediction, and control
ElBahy, S., Kaushik, A. K., Ramli, R. & Woo, W. L., 1 Dec 2025, In: Energy and Buildings. 348, 35 p., 116408.Research output: Contribution to journal › Review article › peer-review
Open AccessFile96 Downloads (Pure) -
Federated Performance-based Averaging (FedPA): A Robust and Selective Learning Framework for Chest X-Ray Classification in Heterogeneous Data Environments
Mahmood, A., Sadique, T. K., Azzuhri, S. R., Ramli, R. & Ismail, L., 30 Oct 2025, In: International Journal of Advanced Computer Science and Applications. 16, 10, p. 940-952 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Vision-Based Vehicle Classification for Smart City
Ismail, A., Ismail, A. R., Shaharuddin, N. A., Ara, M. A., Puzi, A. A., Awang, S. & Ramli, R., 11 Jul 2025, In: APTISI Transactions on Technopreneurship. 7, 2, p. 441-453 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)18 Downloads (Pure)