Robust ordinal regression for dominance-based rough set approach to multiple criteria sorting

DOI10.1016/j.ins.2014.06.038zbMath1355.91029OpenAlexW2045428586MaRDI QIDQ508603

Miłosz Kadziński, Greco, Salvatore, Slowinski, Roman

Publication date: 7 February 2017

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://researchportal.port.ac.uk/portal/en/publications/robust-ordinal-regression-for-dominancebased-rough-set-approach-to-multiple-criteria-sorting(b671d0f0-9c6c-4e77-800f-986846b55ce4).html

zbMATH Keywords

multiple criteria sortingpreference learningrepresentative preference modeldecision rule preference modeldominance-based rough set approach (DRSA)robust ordinal regression (ROR)

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Decision theory (91B06)

Related Items (18)

Modeling assignment-based pairwise comparisons within integrated framework for value-driven multiple criteria sorting ⋮ A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty ⋮ Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models ⋮ Dominance-based rough set approach for group decisions ⋮ A fast heuristic attribute reduction approach to ordered decision systems ⋮ A subgroup dominance-based benefit of the doubt method for addressing rank reversals: a case study of the human development index in Europe ⋮ Divide and conquer: a granular concept-cognitive computing system for dynamic classification decision making ⋮ Multi-criteria classification, sorting, and clustering: a bibliometric review and research agenda ⋮ Consensus-based TOPSIS-sort-B for multi-criteria sorting in the context of group decision-making ⋮ Multiple criteria sorting models and methods. I: Survey of the literature ⋮ Dominance-Based Neighborhood Rough Sets and Its Attribute Reduction ⋮ Rough approximation of a preference relation by multi-decision dominance for a multi-agent conflict analysis problem ⋮ The 2-rank additive model with axiomatic design in multiple attribute decision making ⋮ Attribute reduction in ordered decision tables via evidence theory ⋮ Parallel attribute reduction in dominance-based neighborhood rough set ⋮ Learning non-compensatory sorting models using efficient SAT/MaxSAT formulations ⋮ Partially monotonic decision trees ⋮ Incremental rough set approach for hierarchical multicriteria classification

Uses Software

• 4eMka2
• VisualUTA
• jMAF

Cites Work

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