Negative cumulative extropy of uncertain variables with applications

Recently, a measure of uncertainty termed by negative cumulative extropy (NCEX) is proposed by Tahmasebi and Toomaj (2022). It is a flexible extension of extropy measure which was proposed by Lad, Sanfilippo, and Agro (2015). To measure the uncertainty of uncertain variables, in this article, we propose the concept of NCEX through uncertainty distributions. Some properties of NCEX are derived, and some practical examples of uncertain variables are given. Several basic theorems are proposed. A formula of cross-extropy is defined via inverse uncertainty distributions. We also delve into a pattern recognition problem to highlight the importance of cross-extropy. Finally, applications to portfolio selection and signal processing are presented.

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Publication Details

Journal
Communication in Statistics- Theory and Methods
Published
2024-08-09
DOI
https://doi.org/10.1080/03610926.2024.2385589
Citations
3
Primary Topic
Fuzzy Systems and Optimization
Type
article
Field-Weighted Citation Impact
2.13
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article

Negative cumulative extropy of uncertain variables with applications

Saeid Tahmasebi, Hamed Ahmadzade, Hojat Ghimatgar
3 citations
Communication in Statistics- Theory and Methods
Fuzzy Systems and Optimization
2.13
article

Negative cumulative extropy of uncertain variables with applications

Saeid Tahmasebi, Hamed Ahmadzade, Hojat Ghimatgar
article en
3 citations

Abstract

Recently, a measure of uncertainty termed by negative cumulative extropy (NCEX) is proposed by Tahmasebi and Toomaj (2022). It is a flexible extension of extropy measure which was proposed by Lad, Sanfilippo, and Agro (2015). To measure the uncertainty of uncertain variables, in this article, we propose the concept of NCEX through uncertainty distributions. Some properties of NCEX are derived, and some practical examples of uncertain variables are given. Several basic theorems are proposed. A formula of cross-extropy is defined via inverse uncertainty distributions. We also delve into a pattern recognition problem to highlight the importance of cross-extropy. Finally, applications to portfolio selection and signal processing are presented.

Communication in Statistics- Theory and MethodsVol. 54(11)
University of Sistan and Baluchestan (IR), Intelligent Systems Research (United States) (US), Persian Gulf University (IR)
Reduced inequalities
Openalex Percentile: Top 13%
Fuzzy Systems and Optimization
2.13
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Negative cumulative extropy of uncertain variables with applications — Saeid Tahmasebi, Hamed Ahmadzade, et al. · Communication in Statistics- Theory and Methods (2024) | TGRS Research Map | TGRS