Zhiqiang Liao
Doctoral Researcher
Doctoral Researcher
E704 Dept. Information and Service Management
Convex regression; Machine learning; Overfitting
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
Statistical Machine Learning, Nonparametric econometrics, Production economics
Publications
Convex support vector regression
Zhiqiang Liao, Sheng Dai, Timo Kuosmanen
2024
European Journal of Operational Research
A contextual Choquet integral-based preference learning model considering both criteria interactions and the compromise effects of decision-makers
Zhiqiang Liao, Huchang Liao, Xinli Zhang
2023
EXPERT SYSTEMS WITH APPLICATIONS