... 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...

... 02 04 2025 01 07 2025 29 07 2025 30 07 2025 © Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only Environmental policy Research trends Topic modeling LDA Machine learning Publication data Social Sciences and Humanities...

... 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...

...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...