Listar Producción Científica por autor "Gutierrez, Sebastian"
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Article
A Novel Traffic Prediction Method Using Machine Learning for Energy Efficiency in Service Provider Networks (2024)
Rau, Francisco; Soto, Ismael; Zabala-Blanco, David; Azurdia-Meza, Cesar; Ijaz, Muhammad; Ekpo, Sunday; Gutierrez, Sebastian (MDPI, 2023)This paper presents a systematic approach for solving complex prediction problems with a focus on energy efficiency. The approach involves using neural networks, specifically recurrent and sequential networks, as the main ... -
Article
Framework for the Strategic Adoption of Industry 4.0: A Focus on Intelligent Systems (2024)
Serey, Joel; Alfaro, Miguel; Fuertes, Guillermo; Vargas, Manuel; Ternero, Rodrigo; Duran, Claudia; Sabattin, Jorge; Gutierrez, Sebastian (Multidisciplinary Digital Publishing Institute (MDPI), 2023)Despite growing interest in smart manufacturing, there is little information on how organizations can approach the alignment of strategic processes with Industry 4.0. This study seeks to fill this knowledge gap by developing ...