Works by Celaya-Padilla, José M.

Results: 33

Predicting Urban Expansion in Zacatecas-Guadalupe cities: A Support Vector Machine Approach Enhanced by SHAP Values.

Published in:

International Journal of Combinatorial Optimization Problems & Informatics, 2025, v. 16, n. 1, p. 75, doi. 10.61467/2007.1558.2025.v16i1.500

By:

Llamas-Valenzuela, A. Carmina;
de la Rosa, José I.;
Moreno-Chávez, G.;
Gonzales-Ramírez, Efrén;
Villa, Jesús;
Celaya-Padilla, José M.

Publication type:

Article

Comparison of Machine Learning Models for Identification of Depressive Patients through Motor Activity.

Published in:

Revista Mexicana de Ingeniería Biomédica, 2025, v. 46, n. 1, p. 1, doi. 10.17488/RMIB.46.1.1487

By:

Neftalí Rivera-Rojas, Gerardo;
Eric Galván-Tejada, Carlos;
Isaac Galván-Tejeda, Jorge;
Celaya-Padilla, José M.;
Acosta-Cruz, Erika

Publication type:

Article

Persistence of COVID-19 Symptoms after Recovery in Mexican Population.

Published in:

International Journal of Environmental Research & Public Health, 2020, v. 17, n. 24, p. 9367, doi. 10.3390/ijerph17249367

By:

Galván-Tejada, Carlos E.;
Herrera-García, Cintya Fabiola;
Godina-González, Susana;
Villagrana-Bañuelos, Karen E.;
Amaro, Juan Daniel De Luna;
Herrera-García, Karla;
Rodríguez-Quiñones, Carolina;
Zanella-Calzada, Laura A.;
Ramírez-Barranco, Julio;
Avila, Jocelyn L. Ruiz de;
Reyes-Escobedo, Fuensanta;
Celaya-Padilla, José M.;
Galván-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
Martínez-Acuña, Mónica;
Cervantes-Villagrana, Alberto;
Rivas-Santiago, Bruno;
Gonzalez-Curiel, Irma E.

Publication type:

Article

Evaluating Feature Selection Methods for Accurate Diagnosis of Diabetic Kidney Disease.

Published in:

Biomedicines, 2024, v. 12, n. 12, p. 2858, doi. 10.3390/biomedicines12122858

By:

Maeda-Gutiérrez, Valeria;
Galván-Tejada, Carlos E.;
Galván-Tejada, Jorge I.;
Cruz, Miguel;
Celaya-Padilla, José M.;
Gamboa-Rosales, Hamurabi;
García-Hernández, Alejandra;
Luna-García, Huizilopoztli;
Villalba-Condori, Klinge Orlando

Publication type:

Article

Multimodal driver emotion recognition using motor activity and facial expressions.

Published in:

Frontiers in Artificial Intelligence, 2025, p. 1, doi. 10.3389/frai.2024.1467051

By:

Espino-Salinas, Carlos H.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
Barría-Huidobro, Cristian;
Gamboa Rosales, Nadia Karina;
Rondon, David;
Villalba-Condori, Klinge Orlando

Publication type:

Article

Multimodal driver emotion recognition using motor activity and facial expressions.

Published in:

Frontiers in Artificial Intelligence, 2024, p. 1, doi. 10.3389/frai.2024.1467051

By:

Espino-Salinas, Carlos H.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
Barría-Huidobro, Cristian;
Gamboa Rosales, Nadia Karina;
Rondon, David;
Villalba-Condori, Klinge Orlando

Publication type:

Article

Two-Dimensional Convolutional Neural Network for Depression Episodes Detection in Real Time Using Motor Activity Time Series of Depresjon Dataset.

Published in:

Bioengineering (Basel), 2022, v. 9, n. 9, p. 458, doi. 10.3390/bioengineering9090458

By:

Espino-Salinas, Carlos H.;
Galván-Tejada, Carlos E.;
Luna-García, Huizilopoztli;
Gamboa-Rosales, Hamurabi;
Celaya-Padilla, José M.;
Zanella-Calzada, Laura A.;
Tejada, Jorge I. Galván

Publication type:

Article

Sex-Specific Ensemble Models for Type 2 Diabetes Classification in the Mexican Population.

Published in:

Diabetes, Metabolic Syndrome & Obesity: Targets & Therapy, 2025, v. 18, p. 1501, doi. 10.2147/DMSO.S517905

By:

Mendoza-Mendoza, Miguel M;
Acosta-Jiménez, Samara;
Galván-Tejada, Carlos E;
Maeda-Gutiérrez, Valeria;
Celaya-Padilla, José M;
Galván-Tejada, Jorge I;
Cruz, Miguel

Publication type:

Article

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

Published in:

Sustainability (2071-1050), 2021, v. 13, n. 11, p. 5982, doi. 10.3390/su13115982

By:

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

Publication type:

Article

A Systematic Literature Review of Modalities, Trends, and Limitations in Emotion Recognition, Affective Computing, and Sentiment Analysis.

Published in:

Applied Sciences (2076-3417), 2024, v. 14, n. 16, p. 7165, doi. 10.3390/app14167165

By:

García-Hernández, Rosa A.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
García-Hernández, Alejandra;
Reveles-Gómez, Luis C.;
Flores-Chaires, Luis Alberto;
Delgado-Contreras, J. Ruben;
Rondon, David;
Villalba-Condori, Klinge O.

Publication type:

Article

Emotional State Detection Using Electroencephalogram Signals: A Genetic Algorithm Approach.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 11, p. 6394, doi. 10.3390/app13116394

By:

García-Hernández, Rosa A.;
Celaya-Padilla, José M.;
Luna-García, Huizilopoztli;
García-Hernández, Alejandra;
Galván-Tejada, Carlos E.;
Galván-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
Rondon, David;
Villalba-Condori, Klinge O.

Publication type:

Article

Detection of Helmet Use in Motorcycle Drivers Using Convolutional Neural Network.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 10, p. 5882, doi. 10.3390/app13105882

By:

Mercado Reyna, Jaime;
Luna-Garcia, Huizilopoztli;
Espino-Salinas, Carlos H.;
Celaya-Padilla, José M.;
Gamboa-Rosales, Hamurabi;
Galván-Tejada, Jorge I.;
Galván-Tejada, Carlos E.;
Solís Robles, Roberto;
Rondon, David;
Villalba-Condori, Klinge Orlando

Publication type:

Article

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

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 4, p. 1245, doi. 10.3390/app10041245

By:

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

Publication type:

Article

Assessing Compliance with Indigenous Self-Determination Standards: A Comparative Analysis of Chile, Colombia, and Mexico.

Published in:

Societies (2075-4698), 2024, v. 14, n. 11, p. 218, doi. 10.3390/soc14110218

By:

Ramírez Salazar, Martha Angélica;
Guirette Barbosa, Omar Alejandro;
Castañeda-Burciaga, Selene;
García Estrada, Leticia I.;
Villanueva-Maldonado, Juvenal;
Celaya-Padilla, José M.

Publication type:

Article

Child face detection on front passenger seat through deep learning.

Published in:

Traffic Injury Prevention, 2024, v. 25, n. 6, p. 842, doi. 10.1080/15389588.2024.2346811

By:

Hernández-Aguilar, Carlos;
Aguilar-Saguilan, José A.;
Trejo-Castro, Alejandro I.;
Celaya-Padilla, José M.;
Martinez-Torteya, Antonio

Publication type:

Article

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

Published in:

Computational & Mathematical Methods in Medicine, 2015, v. 2015, p. 1, doi. 10.1155/2015/794141

By:

Galván-Tejada, Jorge I.;
Celaya-Padilla, José M.;
Treviño, Victor;
Tamez-Peña, José G.

Publication type:

Article

COVID-19 Outcome Prediction by Integrating Clinical and Metabolic Data using Machine Learning Algorithms.

Published in:

Clinical & Translational Investigation / Revista de Investigación Clínica, 2022, v. 74, n. 6, p. 314, doi. 10.24875/RIC.22000182

By:

Villagrana-Bañuelos, Karen E.;
Maeda-Gutiérrez, Valeria;
Alcalá-Rmz, Vanessa;
Oropeza-Valdez, Juan J.;
Herrera-Van Oostdam, Ana S.;
Castañeda-Delgado, Julio E.;
López, Jesús Adrián;
Borrego Moreno, Juan C.;
Galván-Tejada, Carlos E.;
Galván-Tejeda, Jorge I.;
Gamboa-Rosales, Hamurabi;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
López-Hernández, Yamilé

Publication type:

Article

Hard Voting Ensemble Approach for the Detection of Type 2 Diabetes in Mexican Population with Non-Glucose Related Features.

Published in:

Healthcare (2227-9032), 2022, v. 10, n. 8, p. 1362, doi. 10.3390/healthcare10081362

By:

Morgan-Benita, Jorge A.;
Galván-Tejada, Carlos E.;
Cruz, Miguel;
Galván-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
Arceo-Olague, Jose G.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.

Publication type:

Article

Machine Learning Model Based on Lipidomic Profile Information to Predict Sudden Infant Death Syndrome.

Published in:

Healthcare (2227-9032), 2022, v. 10, n. 7, p. 1303, doi. 10.3390/healthcare10071303

By:

Villagrana-Bañuelos, Karen E.;
Galván-Tejada, Carlos E.;
Galván-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
Celaya-Padilla, José M.;
Soto-Murillo, Manuel A.;
Solís-Robles, Roberto

Publication type:

Article

Classification of Depressive and Schizophrenic Episodes Using Night-Time Motor Activity Signal.

Published in:

Healthcare (2227-9032), 2022, v. 10, n. 7, p. 1256, doi. 10.3390/healthcare10071256

By:

Rodríguez-Ruiz, Julieta G.;
Galván-Tejada, Carlos E.;
Luna-García, Huizilopoztli;
Gamboa-Rosales, Hamurabi;
Celaya-Padilla, José M.;
Arceo-Olague, José G.;
Galván Tejada, Jorge I.

Publication type:

Article

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

Published in:

Healthcare (2227-9032), 2021, v. 9, n. 8, p. 971, doi. 10.3390/healthcare9080971

By:

Sánchez-Reyna, Ana G.;
Celaya-Padilla, José M.;
Galván-Tejada, Carlos E.;
Luna-García, Huizilopoztli;
Gamboa-Rosales, Hamurabi;
Ramirez-Morales, Andres;
Galván-Tejada, Jorge I.

Publication type:

Article

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

Published in:

Healthcare (2227-9032), 2021, v. 9, n. 7, p. 884, doi. 10.3390/healthcare9070884

By:

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

Publication type:

Article

Magnetization-prepared rapid acquisition with gradient echomagnetic resonance imaging signal and texture features for the prediction of mild cognitive impairment to Alzheimer's disease progression.

Published in:

Journal of Medical Imaging, 2014, v. 1, n. 3, p. 1, doi. 10.1117/1.jmi.1.3.031005

By:

Martinez-Torteya, Antonio;
Rodriguez-Rojas, Juan;
Celaya-Padilla, José M.;
Galván-Tejada, Jorge I.;
Treviño, Victor;
Tamez-Peña, Jose

Publication type:

Article

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

Published in:

ISPRS International Journal of Geo-Information, 2018, v. 7, n. 3, p. 81, doi. 10.3390/ijgi7030081

By:

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

Publication type:

Article

Setting Ranges in Potential Biomarkers for Type 2 Diabetes Mellitus Patients Early Detection By Sex—An Approach with Machine Learning Algorithms.

Published in:

Diagnostics (2075-4418), 2024, v. 14, n. 15, p. 1623, doi. 10.3390/diagnostics14151623

By:

Morgan-Benita, Jorge A.;
Celaya-Padilla, José M.;
Luna-García, Huizilopoztli;
Galván-Tejada, Carlos E.;
Cruz, Miguel;
Galván-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
Sánchez-Reyna, Ana G.;
Rondon, David;
Villalba-Condori, Klinge O.

Publication type:

Article

Breast Cancer Detection Using Automated Segmentation and Genetic Algorithms.

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 12, p. 3099, doi. 10.3390/diagnostics12123099

By:

de la Luz Escobar, María;
De la Rosa, José I.;
Galván-Tejada, Carlos E.;
Galvan-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
de la Rosa Gomez, Daniel;
Luna-García, Huitzilopoztli;
Celaya-Padilla, José M.

Publication type:

Article

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

Published in:

Diagnostics (2075-4418), 2019, v. 9, n. 1, p. 8, doi. 10.3390/diagnostics9010008

By:

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

Publication type:

Article

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

Published in:

Diagnostics (2075-4418), 2017, v. 7, n. 1, p. 9, doi. 10.3390/diagnostics7010009

By:

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

Publication type:

Article

Redes neuronales convolucionales: un enfoque para la detección de obstrucción visual en cámaras de reversa automotrices.

Published in:

DYNA - Ingeniería e Industria, 2024, v. 99, n. 2, p. 181, doi. 10.6036/10865

By:

Reveles-Gómez, Luis C.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
García-Hernández, Rosa A.

Publication type:

Article

Modelos mentales asociados a interfaces por voz en sistemas infotainment.

Published in:

DYNA - Ingeniería e Industria, 2018, v. 94, n. 3, p. 245, doi. 10.6036/8766

By:

Luna-García, Huizilopoztli;
Mendoza-González, Ricardo;
Gamboa-Rosales, Hamurabi;
Celaya-Padilla, José M.;
Galván-Tejada, Carlos E.;
López-Monteagudo, F. E.;
Collazos, Cesar A.;
Mendoza-González, Alfredo

Publication type:

Article

Detection of Pedestrians in Reverse Camera Using Multimodal Convolutional Neural Networks.

Published in:

Sensors (14248220), 2023, v. 23, n. 17, p. 7559, doi. 10.3390/s23177559

By:

Reveles-Gómez, Luis C.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
Barría-Huidobro, Cristian;
Gamboa-Rosales, Hamurabi;
Solís-Robles, Roberto;
Arceo-Olague, José G.;
Galván-Tejada, Jorge I.;
Galván-Tejada, Carlos E.;
Rondon, David;
Villalba-Condori, Klinge O.

Publication type:

Article

Driver Identification Using Statistical Features of Motor Activity and Genetic Algorithms.

Published in:

Sensors (14248220), 2023, v. 23, n. 2, p. 784, doi. 10.3390/s23020784

By:

Espino-Salinas, Carlos H.;
Luna-García, Huizilopoztli;
Celaya-Padilla, José M.;
Morgan-Benita, Jorge A.;
Vera-Vasquez, Cesar;
Sarmiento, Wilson J.;
Galván-Tejada, Carlos E.;
Galván-Tejada, Jorge I.;
Gamboa-Rosales, Hamurabi;
Villalba-Condori, Klinge Orlando

Publication type:

Article

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

Published in:

Sensors (14248220), 2017, v. 17, n. 11, p. 2688, doi. 10.3390/s17112688

By:

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

Publication type:

Article