Jiapeng Liu

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Probabilistic preference learning approach for multiple criteria ranking in dynamic decision context.
Eur. J. Oper. Res.
Siyuan Zhao, Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Yao Wang
2024 J jnl
Effective Generalized Low-Rank Tensor Contextual Bandits.
IEEE Trans. Knowl. Data Eng.
Qianxin Yi, Yiyang Yang, Shaojie Tang, Jiapeng Liu, Yao Wang
2023 J jnl
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach.
INFORMS J. Comput.
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao
2023 J jnl
Probabilistic ordinal regression methods for multiple criteria sorting admitting certain and uncertain preferences.
Eur. J. Oper. Res.
Zice Ru, Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao
2022 J jnl
Bayesian ordinal regression for multiple criteria choice and ranking.
Eur. J. Oper. Res.
Zice Ru, Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao
2022 J jnl
Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model.
ACM Trans. Knowl. Discov. Data
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
2021 J jnl
Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria.
INFORMS J. Comput.
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Xiaoxin Mao
2020 J jnl
A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples.
Eur. J. Oper. Res.
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Xiaoxin Mao, Yao Wang
2019 J jnl
A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples.
CoRR
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Xiaoxin Mao, Yao Wang
2019 J jnl
A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences.
Expert Syst. Appl.
Mengzhuo Guo, Xiuwu Liao, Jiapeng Liu
2019 J jnl
Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation.
CoRR
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
2019 J jnl
Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria.
Eur. J. Oper. Res.
Jiapeng Liu, Xiuwu Liao, Milosz Kadzinski, Roman Slowinski
2018 J jnl
A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples.
Eur. J. Oper. Res.
Jiapeng Liu, Xiuwu Liao, Wei Huang, Jian-Bo Yang
2017 J jnl
A social ties-based approach for group decision-making problems with incomplete additive preference relations.
Knowl. Based Syst.
Qian Liang, Xiuwu Liao, Jiapeng Liu
2015 J jnl
A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty.
Eur. J. Oper. Res.
Jiapeng Liu, Xiuwu Liao, Jian-Bo Yang