Estimation of Radial Basis Function Network Centers via Information Forces

Estimation of Radial Basis Function Network Centers via Information Forces

The determination of The Radial Basis Function Network centers is an open problem. This work determines the cluster centers by a proposed gradient algorithm, using the information forces acting on each data point. These centers are applied to a Radial Basis Function Network for data classification....

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Bibliographic Details
Main Authors: Edilson Sousa Júnior, Antônio Freitas, Ricardo Rabelo, Welflen Santos
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Entropy
Subjects:
information theory
Entropy
Radial Basis Functions Networks
classification
clustering and outliers
Online Access:https://www.mdpi.com/1099-4300/24/10/1347

Internet

https://www.mdpi.com/1099-4300/24/10/1347

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