Institutional Repository
Technical University of Crete
Technical University of Crete
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| URI: | http://purl.tuc.gr/dl/dias/1F78A910-5CE6-44E8-8A35-7302FD4EB05E | ||
| Year | 2022 | ||
| Type of Item | Book Chapter | ||
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| Bibliographic Citation | M. Doumpos, E. Grigoroudis, N. F. Matsatsinis and C. Zopounidis, “Preference disaggregation analysis: an overview of methodological advances and applications,” in Intelligent Decision Support Systems : Combining Operations Research and Artificial Intelligence - Essays in Honor of Roman Słowiński, Multiple Criteria Decision Making, Cham, Switzerland: Springer, 2022, pp. 73–100, doi: 10.1007/978-3-030-96318-7_5. https://doi.org/10.1007/978-3-030-96318-7_5 | ||
| Appears in Collections |
Preference disaggregation analysis has been widely used for constructing decision models in multi-criteria decision aid (MCDA). Disaggregation approaches adopt a data-driven scheme, in which preferential information is inferred from decision examples through regression-like approaches. This chapter provides an overview of the preference disaggregation paradigm and the existing methodologies covering different modeling forms and decision contexts. Moreover, recent applications are summarized along with developments in this field.
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