| Feature selection using genetic algorithms for the generation of a recognition and classification of children activities model using environmental sound A García-Dominguez, CE Galván-Tejada, LA Zanella-Calzada, ... Mobile Information Systems 2020 (1), 8617430, 2020 | 25 | 2020 |
| Diabetes Detection Models in Mexican Patients by Combining Machine Learning Algorithms and Feature Selection Techniques for Clinical and Paraclinical Attributes: A Comparative … A García-Domínguez, CE Galván-Tejada, R Magallanes-Quintanar, ... Journal of Diabetes Research 2023 (1), 9713905, 2023 | 14 | 2023 |
| Estimation of indoor location through magnetic field data: an approach based on convolutional neural networks CE Galván-Tejada, LA Zanella-Calzada, A García-Domínguez, ... ISPRS International Journal of Geo-Information 9 (4), 226, 2020 | 13 | 2020 |
| Narx neural networks models for prediction of standardized precipitation index in central Mexico R Magallanes-Quintanar, CE Galván-Tejada, JI Galván-Tejada, ... Atmosphere 13 (8), 1254, 2022 | 12 | 2022 |
| Comparación del nivel de precisión de los clasificadores Support Vector Machines, k Nearest Neighbors, Random Forests, Extra Trees y Gradient Boosting en el reconocimiento de … DM Blanco-Murillo, A García-Domínguez, CE Galván-Tejada, ... Res. Comput. Sci. 147 (5), 281-290, 2018 | 11 | 2018 |
| Deep artificial neural network based on environmental sound data for the generation of a children activity classification model A García-Domínguez, CE Galvan-Tejada, LA Zanella-Calzada, ... PeerJ Computer Science 6, e308, 2020 | 7 | 2020 |
| Children’s activity classification for domestic risk scenarios using environmental sound and a Bayesian network A García-Domínguez, CE Galván-Tejada, RF Brena, AA Aguileta, ... Healthcare 9 (7), 884, 2021 | 6 | 2021 |
| Evaluation of five classifiers for children activity recognition with sound as information source and akaike criterion for feature selection A García-Domínguez, LA Zanella-Calzada, CE Galván-Tejada, ... Pattern Recognition: 11th Mexican Conference, MCPR 2019, Querétaro, Mexico …, 2019 | 4 | 2019 |
| Neural Hierarchical Interpolation for Standardized Precipitation Index Forecasting. R Magallanes-Quintanar, CE Galván-Tejada, JI Galván-Tejada, ... Atmosphere 15 (8), 2024 | 3 | 2024 |
| Reconocimiento de actividades infantiles utilizando sonido ambiental: Un enfoque preliminar A Garcıa-Domınguez, CE Galván-Tejada Research in Computing Science 139, 71-79, 2017 | 3 | 2017 |
| Auto-Machine-Learning Models for Standardized Precipitation Index Prediction in North–Central Mexico R Magallanes-Quintanar, CE Galván-Tejada, JI Galván-Tejada, ... Climate 12 (7), 102, 2024 | 1 | 2024 |
| Optimizing Clinical Diabetes Diagnosis through Generative Adversarial Networks: Evaluation and Validation A García-Domínguez, CE Galván-Tejada, R Magallanes-Quintanar, ... Diseases 11 (4), 134, 2023 | 1 | 2023 |
| Audio Features Extraction to Develop a Child Activity Recognition Model Using Support Vector Machine to Monitoring Security in a Smart City A García-Domínguez, CE Galván-Tejada, LA Zanella-Calzada, ... Technological and Industrial Applications Associated With Industry 4.0, 131-140, 2022 | 1 | 2022 |
| Synthetic Data Generation for Pediatric Diabetes Research Using GANs and WGANs A García-Domínguez, CE Galván-Tejada, R Magallanes-Quintanar, ... Revista Mexicana de Ingenieria Biomedica 46 (1), 39-66, 2025 | | 2025 |
| Detection of ovarian cancer using a methodology with feature extraction and selection with genetic algorithms and machine learning S Acosta-Jiménez, MM Mendoza-Mendoza, CE Galván-Tejada, ... Network Modeling Analysis in Health Informatics and Bioinformatics 14 (1), 3, 2024 | | 2024 |
| Generación de Datos Sintéticos Mediante Redes Generativas Adversarias para Mejorar la Detección de Diabetes: Validación de Modelos Predictivos Basados en Aprendizaje Automático A García-Domínguez, CE Galván-Tejada, R Magallanes-Quintanar Komputer Sapiens 1 (Año XVI, No. I, Enero - Abril 2024), 22-27, 2024 | | 2024 |
| Research Article Diabetes Detection Models in Mexican Patients by Combining Machine Learning Algorithms and Feature Selection Techniques for Clinical and Paraclinical … A García-Domínguez, CE Galván-Tejada, R Magallanes-Quintanar, ... | | 2023 |
| Creation and Implementation of a Serious Game to Detect Depression in Young People and Children. JJ Peralta, J del Angel, A Ochoa, A García-Domínguez, ... Res. Comput. Sci. 149 (7), 53-64, 2020 | | 2020 |
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