crossrefInventions2025-11-10Cited by 2
Time-Series Forecasting Patents in Mexico Using Machine Learning and Deep Learning Models
Juan-Carlos Gonzalez-Islas, Ernesto Bolaños-Rodriguez, Omar-Arturo Dominguez-Ramirez, Aldo Márquez-Grajales, Víctor-Hugo Guadarrama-Atrizco, Elba-Mariana Pedraza-Amador
Patenting is essential for protecting intellectual property, fostering technological innovation, and maintaining competitive advantages in the global market. In Mexico, strategic planning in science, technology, and innovation requires reliable forecasting tools. This study evalu…