Dr Yunzhe (Alvin) Jia
About Yunzhe (Alvin)
Dr. Yunzhe (Alvin) Jia received his PhD degree in computer science from the University of Melbourne in 2020, before which he received a Master degree in computer science from New York University and a Bachelor degree in Software Engineering from Xiamen University. His research interests include explainable machine learning, deep learning, frequent patterns and their applications in the finance area.
Jia, Y., Frank, E., Pfahringer, B., Bifet, A., & Lim, N. (2021). Studying and exploiting the relationship between model accuracy and explanation quality. In N. Oliver, F. Pérez-Cruz, S. Kramer, J. Read, & J. A. Lozano (Eds.), Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2021. Lecture Notes in Computer Science Vol. 12976 (pp. 699-714). Cham: Springer. doi:10.1007/978-3-030-86520-7_43 Open Access version: https://hdl.handle.net/10289/14561