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Author

Jasmine Siu Lee Lam

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Review Jul 2026

Environmental, Social, and Governance: A Systematic Literature Review and Research Agenda

Environmental, social, and governance (ESG) principles have become essential for companies seeking to avoid greenwashing and promote genuine sustainability practices. This study aims to identify the practices, barriers, and strategies for adopting ESG as a competitive strategy. A systematic literature review was cond...

Heloísa Serafim Kuakoski, F. H. Lermen, G. Lenzi et al. · 0 citations
Open access Jul 2026

Machine learning-based maritime collision risk assessment and avoidance for autonomous vessels using AIS data

A machine learning-based framework is proposed, in which an Extreme Gradient Boosting (XGBoost) model replaces the theoretical D-S model for Collision Risk Indicator (CRI) estimation, which indicates that the proposed method supports efficient and scalable real-time collision risk management for autonomous maritime nav...

Linna Li, Ling-Yu Zhang, Seyed Parsa Parvasi et al. · 0 citations

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