Author

Rick Acosta-Vega

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Review Open access Sep 2026

Marine Protected Area Research and Global Governance Priorities: Thematic Shifts, Geographic Inequalities, and Science–Policy Alignment

Marine Protected Areas (MPAs) are central to global ocean conservation, yet the latent thematic organization of three decades of MPA research has not been systematically characterized. This study applies BERTopic, a transformer-based neural topic modeling framework, to 10,735 peer-reviewed publications indexed in Scopu...

J. de la Hoz-M, Humberto Llinás, Manuel J. Campuzano et al. · Oceans · 0 citations

Open access Aug 2026

Mapping AI and Data-Driven Research in Financial and Risk Analytics Using LDA and HJ-Biplot: A Bibliometric-Computational Framework

The rapid convergence of artificial intelligence, machine learning, and financial and risk analytics has produced a large and fragmented body of scientific literature, making it difficult to identify its thematic structure and evolutionary trends. This study addresses that gap by proposing a bibliometric-computational...

Lois Soto, Sofia Romero, Rick K. Acosta-Vega · Information · 0 citations

Open access Aug 2026

Game Theory in Artificial Intelligence and Machine Learning: An Integrated Computational Framework Based on Bibliometrics, Topic Modeling, and HJ-Biplot

Game Theory provides a foundation for multi-agent systems, reinforcement learning, mechanism design, and adversarial learning within AI and ML. Nevertheless, few comprehensive studies map the structure and branches of this cross-disciplinary field. The current research attempts to fill this gap by providing a combined...

Juan Reales-Barragán, Javier De La Hoz-Maestre, Rick K. Acosta-Vega · Mathematical and Computation... · 0 citations