Browsing Artikuluak-EnpresaEtaEkonomia by Author "af42b9dca6271ae8dd40bda71a590ef1"

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Prediction of customer demand for perishable products in retail inventory management, using the hybrid prophet-XGBoost model during the post-COVID-19 period

Elorza, Maider; Segura Querol, Sara; Castellano, Eduardo (Taylor & Francis, 2025)

Retail inventory management (IM) presents challenges in decision-making, especially in determining optimal inventory levels for future customer demand alignment. This study focuses on predicting dairy product demand by a ...
A pricing model to monetize your industrial data

Mendizabal Arrieta, Gorka; Castellano, Eduardo (Frontiers, 2023)

Data monetization has become a relevant aspect of the industrial manufacturing. Consequently, this paper proposes a theoretical framework as well as a mathematical model to price industrial data. For this purpose, three ...
Reducing product waste within the retail industry: a post-COVID-19 era study on enchancing demand prediction with hybrid prediction models

Elorza, Maider; Segura Querol, Sara; Castellano, Eduardo (Taylor & Francis, 2026)

The retail sector faces growing challenges, particularly aligning with the European Union’s sustainable policies to minimize waste. This paper proposes a framework to address two pivotal goals: i) Introducing cutting-edge ...