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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) Nurse Media Journal of Nursing Journal of Indonesian Applied Economics Indonesian Journal of Environmental Law and Sustainable Development Java Nursing Journal Danadyaksa: Post Modern Economy Journal Indonesian Journal of Education and Pedagogy "Indonesian Journal of Environmental Law and Sustainable Development "
Vijay Kumar
Aurobindo Pharma Ltd, Bachupally, Hyderabad- 500072, Andhra Pradesh, India
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Nursing

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Journal : International Journal of Electrical and Computer Engineering

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Estimation of kernel density function using Kapur entropy Chawla, Leena; Kumar, Vijay; Saxena, Arti
International Journal of Electrical and Computer Engineering (IJECE) Vol 14, No 5: October 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v14i5.pp6016-6022

Abstract

Information-theoretic measures play a vital role in training learning systems. Many researchers proposed non-parametric entropy estimators that have applications in adaptive systems. In this work, a kernel density estimator using Kapur entropy of order α and type β has been proposed and discussed with the help of theorems and properties. From the results, it has been observed that the proposed density measure is consistent, minimum, and smooth for the probability density function (PDF) underlying given conditions and validated with the help of theorems and properties. The objective of the paper is to understand the theoretical viewpoint behind the underlying concept.
Co-Authors Atfat Malic, Rohan Athena, Aegle Auron, Afrodita Burhan, Asmat Chawla, Leena Goyal, Deepam Hamka Hamka, Hamka Hidayat, Riski Indah Susanti Jakhar, Babloo Kim Chi, Do Thi Mathew, Grace Mariam Raj, Riya Raju, K D Sarin, Meghavi Saxena, Arti Sebayang, Septian Mixrova Sharma, Sachin Sharma, Swati Silva, Vanessa A Breu Da Singh, Gurpreet Subramanian, S R Yadav, Sunil