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Taha, Zahraa Khduair and Siaw Paw, Johnny Koh and Tak, Yaw Chong and Kiong, Tiong Sieh and Kadirgama, Kumaran and Benedict, Foo and Ding, Tan Jian and Kharudin, Ali and Abed, Azher M. (2024) Advances in federated learning: Combining local preprocessing with adaptive uncertainty symmetry to reduce irrelevant features and address imbalanced data. IEEE Access, 12. pp. 186277-186295. ISSN 2169-3536. (Published)

Taha, Zahraa Khduair and Yaw, Chong Tak and Koh, Siaw Paw and Tiong, Sieh Kiong and Kadirgama, Kumaran and Benedict, Foo and Tan, Jian Ding and Balasubramaniam, Yogendra A.L. (2023) A survey of federated learning from data perspective in the healthcare domain : Challenges, methods, and future directions. IEEE Access, 11. pp. 45711-45735. ISSN 2169-3536. (Published)