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A hybrid machine learning framework for analyzing human decision-making through learning preferences
Guo, Mengzhuo; Zhang, Qingpeng; Liao, Xiuwu; Chen, Youhua; … - In: Omega : the international journal of management science 101 (2021), pp. 1-18
Persistent link: https://www.econbiz.de/10012494675
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A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty
Liu, Jiapeng; Liao, Xiuwu; Yang, Jian-bo - In: European journal of operational research : EJOR 246 (2015) 3, pp. 858-873
Persistent link: https://www.econbiz.de/10011344414
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A classification approach based on the outranking model for multiple criteria ABC analysis
Liu, Jiapeng; Liao, Xiuwu; Zhao, Wenhong; Yang, Na - In: Omega : the international journal of management science 61 (2016), pp. 19-34
Persistent link: https://www.econbiz.de/10011475665
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Data-driven preference learning methods for value-driven multiple criteria sorting with interacting criteria
Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu; Mao, Xiaoxin - In: INFORMS journal on computing : JOC 33 (2021) 2, pp. 586-606
Persistent link: https://www.econbiz.de/10012546132
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Bayesian ordinal regression for multiple criteria choice and ranking
Ru, Zice; Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu - In: European journal of operational research : EJOR 299 (2022) 2, pp. 600-620
Persistent link: https://www.econbiz.de/10013207146
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A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples
Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu; Mao, Xiaoxin - In: European journal of operational research : EJOR 286 (2020) 3, pp. 963-985
Persistent link: https://www.econbiz.de/10012291605
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Market segmentation : a multiple criteria approach combining preference analysis and segmentation decision
Liu, Jiapeng; Liao, Xiuwu; Huang, Wei; Liao, Xianzhao - In: Omega : the international journal of management science 83 (2018), pp. 1-13
Persistent link: https://www.econbiz.de/10011989096
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Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria
Liu, Jiapeng; Liao, Xiuwu; Kadziński, Miłosz; … - In: European journal of operational research : EJOR 276 (2019) 3, pp. 1071-1089
Persistent link: https://www.econbiz.de/10012003712
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A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples
Liu, Jiapeng; Liao, Xiuwu; Huang, Wei; Yang, Jian-bo - In: European journal of operational research : EJOR 265 (2018) 2, pp. 598-620
Persistent link: https://www.econbiz.de/10011811458
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Modeling contingent decision behavior : a Bayesian nonparametric preference-learning approach
Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu - In: INFORMS journal on computing : JOC ; charting new … 35 (2023) 4, pp. 764-785
Persistent link: https://www.econbiz.de/10014328073