Author

Juan Reales-Barragán

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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

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