Sustainability Performance Assessment Using Self-Organizing Maps (SOM) and Classification and Ensembles of Regression Trees (CART)

Sustainability Performance Assessment Using Self-Organizing Maps (SOM) and Classification and Ensembles of Regression Trees (CART)

This study aims to develop a new approach based on machine learning techniques to assess sustainability performance. Two main dimensions of sustainability, ecological sustainability, and human sustainability, were considered in this study. A set of sustainability indicators was used, and the researc...

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Bibliographic Details
Main Authors: Mehrbakhsh Nilashi, Shahla Asadi, Rabab Ali Abumalloh, Sarminah Samad, Fahad Ghabban, Eko Supriyanto, Reem Osman
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sustainability
Subjects:
Classification and Regression Trees (CART)
clustering
decision making
ensemble learning
Self-Organizing Map (SOM)
Sustainability Assessment by Fuzzy Evaluation (SAFE)
Online Access:https://www.mdpi.com/2071-1050/13/7/3870

Internet

https://www.mdpi.com/2071-1050/13/7/3870

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