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1-4 of 4
Keywords: Machine learning
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Journal Articles
Management of Environmental Quality: An International Journal (2026) 37 (4): 1104–1123.
Published: 26 December 2025
... policymaking aligned with Sustainable Development Goal 13 (Climate Action). Design/methodology/approach Using data from 72 developed and developing countries (2019–2022), this research employs three machine learning models—Multilayer Perceptron (MLP), Random Forest (RF), and M5P—to predict temperature...
Journal Articles
Management of Environmental Quality: An International Journal (2026) 37 (1): 107–126.
Published: 15 September 2025
.... S i z e J O R is the number of abstracts that are published in journal JOR. We present 40 topics in this work. Thus, this produces a vector of size 40 for each journal JOR . We built the LDA model using Gensim with MAchine Learning for LanguagE Toolkit...
Journal Articles
Management of Environmental Quality: An International Journal (2025) 36 (5): 1125–1144.
Published: 26 February 2025
... for comprehensive policy assessment. Design/methodology/approach We introduced the CD-OASVR-Ensemble-CC method, a policy assessment approach that combined machine learning-based decomposition ensemble prediction (CD-OASVR-Ensemble) with counterfactual contrast (CC) analysis. The CD-OASVR-Ensemble model...
Journal Articles
Management of Environmental Quality: An International Journal (2024) 35 (2): 445–462.
Published: 27 October 2023
...Pulkit Tiwari Purpose The objective of this research work is to design a data-based solution for administering traffic organization in a smart city by using the machine learning algorithm. Design/methodology/approach A machine learning framework for managing traffic infrastructure and air...
