25 آبان 1403
سعيد طهماسبي

سعید طهماسبی

مرتبه علمی: دانشیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / آمار ریاضی
تلفن: 077-31223329
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان Negative cumulative extropy of uncertain variables with applications
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Chance theory ; extropy measure; uncertain random variable; negative cumulative extropy ; pattern recognition
مجله COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
شناسه DOI https://doi.org/10.1080/03610926.2024.2385589
پژوهشگران سعید طهماسبی (نفر اول) ، حجت قیمت گر (نفر دوم) ، حامد احمد زاده (نفر سوم)

چکیده

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.