Hybrid radial basis function DEA and its applications to regression, segmentation and cluster analysis problems

Hybrid radial basis function DEA and its applications to regression, segmentation and cluster analysis problems

This paper uses a radial basis function (RBF) transformation of data envelopment analysis (DEA) data to perform RBF-DEA. It is shown that the RBF-DEA frontier identifies cases that have average efficiency scores in traditional DEA. The formal identification of average efficiency cases allows decisio...

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Bibliographic Details
Main Author: Parag C. Pendharkar
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Machine Learning with Applications
Subjects:
Radial basis functions
Data envelopment analysis
Cluster analysis
Regression analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000463

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