Performance Measurement: Machine Learning as a Complement to DEA for Continuous Efficiency Estimation

Data Envelopment Analysis (DEA) is a well-established non-parametric technique for performance measurement to assess the efficiency of Decision-Making Units (DMUs). However, its inability to predict the efficiency values of new DMUs without re-conducting the analysis on the entire dataset has led to...

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Bibliographic Details
Published in:Malaysian Journal of Fundamental and Applied Sciences
Main Author: Khoubrane Y.; Ramli N.A.; Khairi S.S.M.
Format: Article
Language:English
Published: Penerbit UTM Press 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191798907&doi=10.11113%2fmjfas.v20n2.3310&partnerID=40&md5=9bcc4c803e975bad93d5d98ef9707cf6