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Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/1F78A910-5CE6-44E8-8A35-7302FD4EB05E | - |
| Identifier | https://doi.org/10.1007/978-3-030-96318-7_5 | - |
| Identifier | https://link.springer.com/chapter/10.1007/978-3-030-96318-7_5 | - |
| Language | en | - |
| Extent | 28 pages | en |
| Title | Preference disaggregation analysis: an overview of methodological advances and applications | en |
| Creator | Doumpos Michail | en |
| Creator | Δουμπος Μιχαηλ | el |
| Creator | Grigoroudis Evangelos | en |
| Creator | Γρηγορουδης Ευαγγελος | el |
| Creator | Matsatsinis Nikolaos | en |
| Creator | Ματσατσινης Νικολαος | el |
| Creator | Zopounidis Konstantinos | en |
| Creator | Ζοπουνιδης Κωνσταντινος | el |
| Publisher | Springer | en |
| Content Summary | 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. | en |
| Type of Item | Κεφάλαιο σε Βιβλίο | el |
| Type of Item | Book Chapter | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2024-11-12 | - |
| Date of Publication | 2022 | - |
| Subject | Preference disaggregation analysis | en |
| Subject | Multi-criteria decision aid (MCDA) | en |
| 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. | en |
| Book Title | Intelligent Decision Support Systems : Combining Operations Research and Artificial Intelligence - Essays in Honor of Roman Słowiński | en |
| Book Edition | 1 | - |
| Book Series | Multiple Criteria Decision Making | en |
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