Entropy and mutual information of the conditional independence model
Joint Authors
Mizal, Ahmad Abbas
Hasan, Nabil Jawad
Source
Journal of College of Education for Pure Sciences
Issue
Vol. 4, Issue 1 (31 Mar. 2014), pp.49-58, 10 p.
Publisher
University of Thi-Qar College of Education for Pure Sciences
Publication Date
2014-03-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Topics
Abstract AR
في هذا البحث، عرفنا نموذج الاستقلال الشرطي الذي يحتوي على ثلاث عناصر و نسمي كل عنصر من عناصر هذا النموذج بعبارة الاستقلال الشرطي و في بعض الأحيان نسمي كل عنصر من النموذج بشبكة.
هذه الشبكات غرفت بواسطة متغيرات عشوائية متقطعة نحن برهنا دالة الشك لكل عنصر من عناصر هذا النموذج كذلك برهنا المعلومات التبادلية إلى كل شبكة من خلال قياس المسافة بين دالة كثافة الاحتمال الشرطية المشتركة و دوال كثافة الاحتمال الشرطية لكل عنصر في النموذج.
Abstract EN
In this paper, we introduce the conditional independence model that included three elements every element is called conditional independence statement, or sometimes called network, those networks are defined by discrete random variables, we prove the conditional entropy function of the every element from this model.
We also prove the conditional mutual information for every network, throughout mesure the distance between the joint conditional probability density function and conditional probability density functions for every element in this model.
American Psychological Association (APA)
Hasan, Nabil Jawad& Mizal, Ahmad Abbas. 2014. Entropy and mutual information of the conditional independence model. Journal of College of Education for Pure Sciences،Vol. 4, no. 1, pp.49-58.
https://search.emarefa.net/detail/BIM-390189
Modern Language Association (MLA)
Hasan, Nabil Jawad& Mizal, Ahmad Abbas. Entropy and mutual information of the conditional independence model. Journal of College of Education for Pure Sciences Vol. 4, no. 1 (2014), pp.49-58.
https://search.emarefa.net/detail/BIM-390189
American Medical Association (AMA)
Hasan, Nabil Jawad& Mizal, Ahmad Abbas. Entropy and mutual information of the conditional independence model. Journal of College of Education for Pure Sciences. 2014. Vol. 4, no. 1, pp.49-58.
https://search.emarefa.net/detail/BIM-390189
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 58
Record ID
BIM-390189