Author

J. A. Del-Puerto-Flores

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Review Open access Oct 2026

Artificial Intelligence-Based Methods for Data Detection in High-Mobility Vehicular Networks: A Systematic Literature Review

Data detection in high-mobility vehicular networks operates under doubly dispersive channels, where Doppler-induced frequency variations limit conventional detectors and motivate the use of artificial intelligence. This systematic review characterizes the current state of AI-based data detection in these systems and id...

Janet Flores-Cruz, E. Ruiz-Ibarra, J. A. Del-Puerto-Flores et al. · Network · 0 citations

Open access Oct 2026

Student Dropout Risk Detection: A Data-Driven Approach with Deep Neural Networks

High psychological stress and ineffective study habits induce academic pressure and low learning efficiency, respectively. When these psycho-behavioral dimensions compound poor performance, the student profile exhibits high vulnerability to dropout. In conventional frameworks, data limitations and unobserved behavioral...

J. A. Del-Puerto-Flores, Juan E. Núñez-Ríos, J. Y. Sánchez-García et al. · Algorithms · 0 citations