A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty. - Jiapeng Liu 005; Xiuwu Liao; Jian-Bo Yang (Eur. J. Oper. Res., 2015)

A social ties-based approach for group decision-making problems with incomplete additive preference relations. - Qian Liang; Xiuwu Liao; Jiapeng Liu 005 (Knowl. Based Syst., 2017)

A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples. - Jiapeng Liu 005; Xiuwu Liao; Wei Huang; Jian-Bo Yang (Eur. J. Oper. Res., 2018)

Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation. - Mengzhuo Guo; Zhongzhi Xu; Qingpeng Zhang; Xiuwu Liao; Jiapeng Liu 005 (CoRR, 2019)

Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria. - Jiapeng Liu 005; Xiuwu Liao; Milosz Kadzinski; Roman Slowinski (Eur. J. Oper. Res., 2019)

A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences. - Mengzhuo Guo; Xiuwu Liao; Jiapeng Liu 005 (Expert Syst. Appl., 2019)

A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples. - Jiapeng Liu 005; Milosz Kadzinski; Xiuwu Liao; Xiaoxin Mao; Yao Wang 003 (Eur. J. Oper. Res., 2020)

Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria. - Jiapeng Liu 005; Milosz Kadzinski; Xiuwu Liao; Xiaoxin Mao (INFORMS J. Comput., 2021)

Bayesian ordinal regression for multiple criteria choice and ranking. - Zice Ru; Jiapeng Liu 005; Milosz Kadzinski; Xiuwu Liao (Eur. J. Oper. Res., 2022)

Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model. - Mengzhuo Guo; Zhongzhi Xu; Qingpeng Zhang; Xiuwu Liao; Jiapeng Liu 005 (ACM Trans. Knowl. Discov. Data, 2022)

Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach. - Jiapeng Liu 005; Milosz Kadzinski; Xiuwu Liao (INFORMS J. Comput., 2023)

Probabilistic ordinal regression methods for multiple criteria sorting admitting certain and uncertain preferences. - Zice Ru; Jiapeng Liu 005; Milosz Kadzinski; Xiuwu Liao (Eur. J. Oper. Res., 2023)

Effective Generalized Low-Rank Tensor Contextual Bandits. - Qianxin Yi; Yiyang Yang; Shaojie Tang 001; Jiapeng Liu 005; Yao Wang 003 (IEEE Trans. Knowl. Data Eng., 2024)