Sustainability performance assessment using self-organizing maps (SOM) and classification and ensembles of regression trees (CART)

• Main Authors: Nilashi, Mehrbakhsh, Asadi, Shahla, Abumalloh, Rabab Ali, Samad, Sarminah, Ghabban, Fahad, Supriyanto, Eko, Osman, Reem
• Format: Article
• Language: English
• Published: MDPI AG 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/97427/1/EkoSupriyanto2021_SustainabilityPerformanceAssessmentUsingSelfOrganizingMaps.pdf; http://eprints.utm.my/id/eprint/97427/; http://dx.doi.org/10.3390/su13073870

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...