Author

Manuel J. Campuzano

2 papers indexed here

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Open access Oct 2026

Class-Conditional Allocation of Forecasting Models for Retail Inventory Replenishment: Evidence from an ABC-Segmented Hardware Portfolio

Background: Retail inventories are heterogeneous, yet demand forecasting studies typically select one model for an entire portfolio, leaving open how forecasting effort should be allocated across inventory segments. Methods: Six models—ARIMA, SARIMA, ARIMAX, Random Forest, LightGBM and an LSTM network—were estimated on...

Gina Marcela Hernández-Orozco, J. Reales-Barragán, Verónica Deibe-Blanco et al. · Logistics · 0 citations

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