Publicaciones en colaboración con investigadores/as de Universidad Panamericana (8)

2024

  1. Addressing Class Imbalance in Healthcare Data: Machine Learning Solutions for Age-Related Macular Degeneration and Preeclampsia

    IEEE Latin America Transactions , Vol. 22, Núm. 10, pp. 806-820

2022

  1. An Explainable Tool to Support Age-related Macular Degeneration Diagnosis

    Proceedings of the International Joint Conference on Neural Networks

2021

  1. Optimization of the Containment Levels for the Reopening of Mexico City due to COVID-19

    IEEE Latin America Transactions, Vol. 19, Núm. 6, pp. 1065-1073

2020

  1. A 2020 perspective on “A novel methodology for optimizing display advertising campaigns using genetic algorithms”

    Electronic Commerce Research and Applications, Vol. 40

  2. A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions

    International Conference on Information and Knowledge Management, Proceedings

  3. A Survey on Freezing of Gait Detection and Prediction in Parkinson’s Disease

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2017

  1. A methodology based on Deep Learning for advert value calculation in CPM, CPC and CPA networks

    Soft Computing, Vol. 21, Núm. 3, pp. 651-665

  2. Multi-objective evolutionary feature selection for online sales forecasting

    Neurocomputing, Vol. 234, pp. 75-92