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

Infrastructure-Less Indoor Localization Using the Microphone, Magnetometer and Light Sensor of a Smartphone

by Carlos E. Galván-Tejada, Juan Pablo García-Vázquez, Jorge I. Galván-Tejada, J. Rubén Delgado-Contreras, Ramon F. Brena
Published 2015-08-01

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

Identification of Diabetic Patients through Clinical and Para-Clinical Features in Mexico: An Approach Using Deep Neural Networks

by Vanessa Alcalá-Rmz, Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Alejandra García-Hernández, Miguel Cruz, Adan Valladares-Salgado, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2019-01-01

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

Desarrollo de un Modelo 3D para un Sistema Infotainment

by Andreé M. Nava-García, Huizilopoztli Luna-García, José Ma. Celaya-Padilla, Manuel Haro-Márquez, Carlos E. Galván-Tejada, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Luis Alberto Flores-Chaires
Published 2020-12-01

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

Distal Symmetric Polyneuropathy Identification in Type 2 Diabetes Subjects: A Random Forest Approach

by Valeria Maeda-Gutiérrez, Carlos E. Galván-Tejada, Miguel Cruz, Adan Valladares-Salgado, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Alejandra García-Hernández, Huizilopoztli Luna-García, Irma Gonzalez-Curiel, Mónica Martínez-Acuña
Published 2021-02-01

Deep artificial neural network based on environmental sound data for the generation of a children activity classification model

by Antonio García-Domínguez, Carlos E. Galvan-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa, Jorge I. Galván-Tejada, José María Celaya Padilla, Huizilopoztli Luna-García, Jose G. Arceo-Olague, Rafael Magallanes-Quintanar
Published 2020-11-01

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