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A novel traffic prediction method using machine learning for energy efficiency in service provider networks
Rau, Francisco; Soto, Ismael; Zabala-Blanco, David; Azurdia-Meza, Cesar A.; Ijaz, Muhammad; Ekpo, Sunday; Gutierrez, Sebastian (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 ...
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Automation of counting and analysis of biological samples through computer vision and telecommunication technologies
Reveco, Florencia; Soto, Ismael; Zamorano-Illanes, Raul; Garcia, Veronica; Kern, Werther; Zabala-Blanco, David; Gutierrez, Sebastian (2023)This document addresses a study that aims to simplify and automate the counting and analysis of biological samples, specifically pathogens cultivated in Petri dishes. The study focuses on the use of computer vision techniques ...