Multivariate Radiological-Based Models for the Prediction of Future Knee Pain: Data from the OAI

by Jorge I. Galván-Tejada, José M. Celaya-Padilla, Victor Treviño, José G. Tamez-Peña
Published 2015-01-01

A Similarity Analysis of Audio Signal to Develop a Human Activity Recognition Using Similarity Networks

by Alejandra García-Hernández, Carlos E. Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa-Rosales, Perla Velasco-Elizondo, Rogelio Cárdenas-Vargas
Published 2017-11-01

Multivariate Feature Selection of Image Descriptors Data for Breast Cancer with Computer-Assisted Diagnosis

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa-Rosales, Idalia Garza-Veloz, Margarita L. Martinez-Fierro
Published 2017-02-01

Children’s Activity Classification for Domestic Risk Scenarios Using Environmental Sound and a Bayesian Network

by Antonio García-Domínguez, Carlos E. Galván-Tejada, Ramón F. Brena, Antonio A. Aguileta, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, José M. Celaya-Padilla, Huizilopoztli Luna-García
Published 2021-07-01

Feature Selection Using Genetic Algorithms for the Generation of a Recognition and Classification of Children Activities Model Using Environmental Sound

by Antonio García-Dominguez, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa-Rosales, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar
Published 2020-01-01

Univariate Analysis of Short-Chain Fatty Acids Related to Sudden Infant Death Syndrome

by Carlos E. Galván-Tejada, Karen E. Villagrana-Bañuelos, Laura A. Zanella-Calzada, Arturo Moreno-Báez, Huizilopoztli Luna-García, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2020-11-01

Deep Artificial Neural Networks for the Diagnostic of Caries Using Socioeconomic and Nutritional Features as Determinants: Data from NHANES 2013–2014

by Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Nubia M. Chávez-Lamas, Jesús Rivas-Gutierrez, Rafael Magallanes-Quintanar, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2018-06-01

A Generalized Model for Indoor Location Estimation Using Environmental Sound from Human Activity Recognition

by Carlos E. Galván-Tejada, F. E. López-Monteagudo, O. Alonso-González, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa-Rosales, Rafael Magallanes-Quintanar, Laura A. Zanella-Calzada
Published 2018-02-01

Identification of People with Diabetes Treatment through Lipids Profile Using Machine Learning Algorithms

by Vanessa Alcalá-Rmz, Carlos E. Galván-Tejada, Alejandra García-Hernández, Adan Valladares-Salgado, Miguel Cruz, Jorge I. Galván-Tejada, Jose M. Celaya-Padilla, Huizilopoztli Luna-Garcia, Hamurabi Gamboa-Rosales
Published 2021-04-01

Automatic Evaluation of Heart Condition According to the Sounds Emitted and Implementing Six Classification Methods

by Manuel A. Soto-Murillo, Jorge I. Galván-Tejada, Carlos E. Galván-Tejada, Jose M. Celaya-Padilla, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar, Tania A. Gutiérrez-García, Hamurabi Gamboa-Rosales
Published 2021-03-01

Multimodal Early Alzheimer’s Detection, a Genetic Algorithm Approach with Support Vector Machines

by Ana G. Sánchez-Reyna, José M. Celaya-Padilla, Carlos E. Galván-Tejada, Huizilopoztli Luna-García, Hamurabi Gamboa-Rosales, Andres Ramirez-Morales, Jorge I. Galván-Tejada, on behalf of the Alzheimer’s Disease Neuroimaging Initiative
Published 2021-07-01

Estimation of Indoor Location Through Magnetic Field Data: An Approach Based On Convolutional Neural Networks

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Antonio García-Domínguez, Rafael Magallanes-Quintanar, Huizilopoztli Luna-García, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Alberto Vélez-Rodríguez, Hamurabi Gamboa-Rosales
Published 2020-04-01

Feature Extraction in Motor Activity Signal: Towards a Depression Episodes Detection in Unipolar and Bipolar Patients

by Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Nubia M. Chávez-Lamas, M. del Carmen Gracia-Cortés, Rafael Magallanes-Quintanar, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2019-01-01

Depression Episodes Detection in Unipolar and Bipolar Patients: A Methodology with Feature Extraction and Feature Selection with Genetic Algorithms Using Activity Motion Signal as...

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa-Rosales, Jorge I. Galván-Tejada, Nubia M. Chávez-Lamas, Ma. del Carmen Gracia-Cortés, Rafael Magallanes-Quintanar, José M. Celaya-Padilla
Published 2019-01-01

An Analysis of Audio Features to Develop a Human Activity Recognition Model Using Genetic Algorithms, Random Forests, and Neural Networks

by Carlos E. Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, J. Rubén Delgado-Contreras, Rafael Magallanes-Quintanar, Margarita L. Martinez-Fierro, Idalia Garza-Veloz, Yamilé López-Hernández, Hamurabi Gamboa-Rosales
Published 2016-01-01

Comparison of Night, Day and 24 h Motor Activity Data for the Classification of Depressive Episodes

by Julieta G. Rodríguez-Ruiz, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar, Manuel A. Soto-Murillo
Published 2020-03-01

A Case–Control Study of Socio-Economic and Nutritional Characteristics as Determinants of Dental Caries in Different Age Groups, Considered as Public Health Problem: Data from NHAN...

by Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Nubia M. Chávez-Lamas, Ma. del Carmen Gracia-Cortés, Arturo Moreno-Báez, Jose G. Arceo-Olague, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2018-05-01

Speed Bump Detection Using Accelerometric Features: A Genetic Algorithm Approach

by Jose M. Celaya-Padilla, Carlos E. Galván-Tejada, F. E. López-Monteagudo, O. Alonso-González, Arturo Moreno-Báez, Antonio Martínez-Torteya, Jorge I. Galván-Tejada, Jose G. Arceo-Olague, Huizilopoztli Luna-García, Hamurabi Gamboa-Rosales
Published 2018-02-01

Comparison of Convolutional Neural Network Architectures for Classification of Tomato Plant Diseases

by Valeria Maeda-Gutiérrez, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar, Carlos A. Guerrero Méndez, Carlos A. Olvera-Olvera
Published 2020-02-01

A Methodological Process for the Design of Frameworks Oriented to Infotainment User Interfaces

by Carlos-Alberto Domínguez-Báez, Ricardo Mendoza-González, Huizilopoztli Luna-García, Mario Alberto Rodríguez-Díaz, Francisco Javier Luna-Rosas, Julio César Martínez-Romo, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Carlos E. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2021-05-01