| Authors: | Cornejo, M. Eugenia Medina, Jesús Štajner-Papuga, Ivana Tepavčević, Andreja |
Affiliations: | Computer Science Mathematical Institute of the Serbian Academy of Sciences and Arts |
Title: | On Choquet Integral in Ranking Crimes | Series/Report no.: | Studies in Computational Intelligence | Related Publication(s): | Computational Intelligence and Mathematics for Tackling Complex Problems 4 | Conference: | European Symposium on Computational Intelligence and Mathematics ESCIM 2021 | Issue Date: | 2023 | Rank: | M33 | ISBN: | 978-3-031-07706-7 978-3-031-07707-4 |
ISSN: | 1860-949X | DOI: | 10.1007/978-3-031-07707-4_22 | Abstract: | This paper is devoted to show the applicability of the Choquet integral in classification or ranking problems. Specifically, a methodology for the automatic prioritization of suspicious data or rank different data, which is based on integral aggregation operators with a fuzzy measure in its core, is presented. The proposed approach is illustrated by an experimental example of forensics data. |
Keywords: | Aggregation operator | Choquet integral | Fuzzy measure | Publisher: | Springer Link |
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