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Robust multi-criteria ranking with additive value models and holistic pair-wise preference statements

Kadziński, Miłosz; Tervonen, Tommi - In: European Journal of Operational Research 228 (2013) 1, pp. 169-180

We consider a problem of ranking alternatives based on their deterministic performance evaluations on multiple criteria. We apply additive value theory and assume the Decision Maker’s (DM) preferences to be representable with general additive monotone value functions. The DM provides indirect...

Persistent link: https://www.econbiz.de/10011052455

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

Expressiveness and robustness measures for the evaluation of an additive value function in multiple criteria preference disaggregation methods : an experimental analysis

Kadziński, Miłosz; Ghaderi, Mohammad; Wąsikowski, Jakub - In: Computers & operations research : and their … 87 (2017), pp. 146-164

Persistent link: https://www.econbiz.de/10011743442

Heuristics for selecting pair-wise elicitation questions in multiple criteria choice problems

Ciomek, Krzysztof; Kadziński, Miłosz; Tervonen, Tommi - In: European journal of operational research : EJOR 262 (2017) 2, pp. 693-707

Persistent link: https://www.econbiz.de/10011798865

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

Probabilistic ordinal regression methods for multiple criteria sorting admitting certain and uncertain preferences

Ru, Zice; Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu - In: European journal of operational research : EJOR 311 (2023) 2, pp. 596-616

Persistent link: https://www.econbiz.de/10014336733

Incorporating uncovered structural patterns in value functions construction

Ghaderi, Mohammad; Kadziński, Miłosz - In: Omega : the international journal of management science 99 (2021), pp. 1-20

Persistent link: https://www.econbiz.de/10012431847

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

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

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