A novel dynamic deep ensemble learning approach for ESG portfolio selection
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W Wu, Y Lin, C Jin, S Pang
Pattern Recognition, 2026
Elsevier
AbstractEnvironmental, Social, and Governance (ESG) factors are playing an increasingly prominent role in shaping financial development and economic growth. Consequently, ESG investing—which aims to balance financial returns with positive social impact—has gained substantial momentum. However, existing methods still face significant limitations in predicting future asset performance, making it challenging to accurately identify high-quality assets during ESG investing and thereby constraining the further development of ESG …
