José M. Celaya-Padilla

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 47

Top Topics

Human Activity Recognition

Genetic Algorithm

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Eduardo de Avila-Armenta, José M. Celaya-Padilla, Robert B. A. Adamson, Gamaliel Moreno-Chávez, Antonio Martínez-Torteya, Manuel A. Soto Murillo, Diana L. Jácome-Cadena, Jorge I. Galván-Tejada, M. Hazael Guerrero-Flores, Miguel A. Cid-Baez
Ultrasound Bone Surface Segmentation for Hip Joint Arthroscopy: Evaluating a Local Phase-Based and a Rigid Object Filtering in a Simulated Environment. MCPR (2024)
Carlos H. Espino-Salinas, Huizilopoztli Luna-García, José M. Celaya-Padilla, Jorge A. Morgan-Benita, Cesar Vera-Vasquez, Wilson J. Sarmiento, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales, Klinge Orlando Villalba-Condori
Driver Identification Using Statistical Features of Motor Activity and Genetic Algorithms. Sensors 23 (2) (2023)
Luis C. Reveles-Gomez, Huizilopoztli Luna-García, José M. Celaya-Padilla
Development of an Automotive Safety System for Pedestrian Detection by Fusing Information from Reversing Camera and Proximity Sensors Using Convolutional Neural Networks. CLIHC (2023)
Jacqueline S. Ortiz-Letechipia, Ricardo Villagrana-Bañuelos, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla
Evaluation of Four Classification Algorithms Applied to Detection of Poisonous Mushrooms. UCAmI (2) (2023)
Rosa A. Garcia-Hernandez, José M. Celaya-Padilla, Huizilopoztli Luna-García
Multimodal Emotion Recognition Model Using AI With the Aim of Addressing Gender-Based Violence. CLIHC (2023)
Luis C. Reveles-Gomez, Huizilopoztli Luna-García, José M. Celaya-Padilla, Cristian Barría Huidobro, Hamurabi Gamboa Rosales, Roberto Solis-Robles, José G. Arceo-Olague, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, David Rondon, Klinge Orlando Villalba-Condori
Detection of Pedestrians in Reverse Camera Using Multimodal Convolutional Neural Networks. Sensors 23 (17) (2023)
Carlos H. Espino-Salinas, Huizilopoztli Luna-García, José M. Celaya-Padilla
Development of a Multimodal Model for Emotions Recognition in Drivers Using Convolutional Neural Networks. CLIHC (2023)
Rubén Rivera-Medina, Huizilopoztli Luna-García, José M. Celaya-Padilla, Oscar Osvaldo Ordaz García, Roberto Solis-Robles
Redesign of the Dashboard of a Web Telemetry System for Decision Support. HCI-COLLAB (2023)
Wilder González-Díaz, Huizilopoztli Luna-García, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, César A. Collazos
Design of Mobile Application Prototype for the care and monitoring of patients with Multiple Sclerosis. HCI-COLLAB (2022)
Raul A. Legaspi Rodríguez, Huizilopoztli Luna-García, José M. Celaya-Padilla, Nancy Delgado Salazar, José G. Arceo Olague, Roberto Solis-Robles
Evaluation of the User Experience of a Web Tool that Allows Inferring the Learning Style and Personality of University Students in Mexico. HCI-COLLAB (2022)
Karen E. Villagrana-Bañuelos, Vanessa Alcalá-Rmz, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales, Carlos Eric Galván-Tejada
Towards Esophagitis and Barret's Esophagus Endoscopic Images Classification: An Approach with Deep Learning Techniques. UCAmI (2022)
Vanessa Alcalá-Rmz, Karen E. Villagrana-Bañuelos, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales, Carlos Eric Galván-Tejada
Convolutional Neural Network for Monkeypox Detection. UCAmI (2022)
Jesus S. Rodríguez-Cardiel, Huizilopoztli Luna-García, José M. Celaya-Padilla, Luis M. Zapata-Alvarado, Julián Ramírez-Carrillo, José F. Hernández-Serrano, Laura E. Salcedo-Bugarín
Prototype User Interface for an Automatic Sheep Weighing Control System: Implementing ISO 9241-210: 2019, ISO 29110, IEEE 830. HCI-COLLAB (2022)
Isamar Aparicio-Montelongo, José M. Celaya-Padilla, Huizilopoztli Luna-García, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales
Predicción de enfermedades cardíacas derivadas de diabetes, mediante algoritmos genéticos: caso de estudio. Res. Comput. Sci. 151 (6) (2022)
Maximiliano Guzman-Fernandez, Huizilopoztli Luna-García, César A. Collazos, Wilson J. Sarmiento, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales, Carlos Eric Galván-Tejada, José M. Celaya-Padilla, Misael Zambrano-de la Torre, J. Guadalupe Lara-Cisneros
Desktop Application for Water Quality Prediction and Monitoring System Using ISO 9241-210 and Machine Learning Techniques. HCI-COLLAB (2021)
José M. Celaya-Padilla, Jonathan S. Romero-González, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, Huizilopoztli Luna-García, José G. Arceo-Olague, Nadia Karina Gamboa-Rosales, Claudia Sifuentes-Gallardo, Antonio Martínez-Torteya, José Ismael de la Rosa Vargas, Hamurabi Gamboa Rosales
In-Vehicle Alcohol Detection Using Low-Cost Sensors and Genetic Algorithms to Aid in the Drinking and Driving Detection. Sensors 21 (22) (2021)
Alejandro I. Trejo-Castro, Ricardo A. Caballero-Luna, José A. Garnica-López, Fernando Vega-Lara, José M. Celaya-Padilla, José G. Tamez-Peña, Antonio Martínez-Torteya
Texture and signal features from hippocampal T2 maps as biomarkers for MCI to AD progression. BIBM (2020)
Carlos Eric Galván-Tejada, Laura A. Zanella-Calzada, Antonio García-Domínguez, Rafael Magallanes-Quintanar, Huizilopoztli Luna-García, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Alberto Vélez-Rodríguez, Hamurabi Gamboa Rosales
Estimation of Indoor Location Through Magnetic Field Data: An Approach Based On Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Andreé M. Nava-García, Huizilopoztli Luna-García, José M. Celaya-Padilla, Manuel Haro-Márquez, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales, Luis Alberto Flores-Chaires
Desarrollo de un Modelo 3D para un Sistema Infotainment. Rev. Colomb. de Computación 21 (2) (2020)
Antonio García-Domínguez, Carlos Eric Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa Rosales, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Huizilopoztli Luna-García, José G. Arceo-Olague, Rafael Magallanes-Quintanar
Deep artificial neural network based on environmental sound data for the generation of a children activity classification model. PeerJ Comput. Sci. 6 (2020)
Mario Iván Oliva de la Torre, Huizilopoztli Luna-García, José M. Celaya-Padilla, Hamurabi Gamboa Rosales, Wilson J. Sarmiento, César A. Collazos
Autonomous Driving: Obtaining Direction Commands by Classifying Images Within a Simulation Platform. HCI-COLLAB (2020)
Antonio García-Domínguez, Carlos Eric Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa Rosales, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar
Feature Selection Using Genetic Algorithms for the Generation of a Recognition and Classification of Children Activities Model Using Environmental Sound. Mob. Inf. Syst. 2020 (2020)
Vanessa Alcalá-Ramírez, Valeria Maeda-Gutiérrez, Laura A. Zanella-Calzada, Adan Valladares-Salgado, José M. Celaya-Padilla, Carlos Eric Galván-Tejada
Convolutional Neural Network for Classification of Diabetic Retinopathy Grade. MICAI (1) (2020)
M. Hazael Guerrero-Flores, Huizilopoztli Luna-García, Carlos Eric Galván-Tejada, Hamurabi Gamboa Rosales, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Alfredo Mendoza-González, Vanessa Alcalá-Rmz, Adan Valladares-Salgado, Miguel Cruz
Prevention of Diabetes Mellitus Through the Use of Mobile Technology (mHealth): Case Study. HCI-COLLAB (2019)
Antonio Martínez-Torteya, Félix E. Rodríguez-Cantú, Mónica Rivera-Dávila, José M. Celaya-Padilla, José G. Tamez-Peña
Measuring hippocampal neuroanatomical asymmetry to better diagnose Alzheimer's disease. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
William Castañeda Almaraz, Huizilopoztli Luna-García, José M. Celaya-Padilla, Hamurabi Gamboa Rosales, Ricardo Mendoza-González, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, Joyce S. A. Lozano-Aguilar, Roberto Solís-Robles
Children Detection on Passenger Seat Using UCD and IDP: An Initial Prototype. HCI-COLLAB (2019)
Jonathan Samuel Romero-González, Huizilopoztli Luna-García, José M. Celaya-Padilla, Hamurabi Gamboa Rosales, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, José G. Arceo-Olague, Roberto Solis-Robles
Alcohol Detection in a Car's Cab Using MQ3 and First Approaches to Sensing: Laboratory Tests. HCI-COLLAB (2019)
Antonio García-Domínguez, Laura A. Zanella-Calzada, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla
Evaluation of Five Classifiers for Children Activity Recognition with Sound as Information Source and Akaike Criterion for Feature Selection. MCPR (2019)
Antonio Martínez-Torteya, Alejandro I. Trejo-Castro, José M. Celaya-Padilla, José G. Tamez-Peña
Differences in the Progression from Mild Cognitive Impairment to Alzheimer's Disease between APOE4 Carriers and Non-Carriers. BIBE (2019)
Carlos Eric 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
Depression Episodes Detection in Unipolar and Bipolar Patients: A Methodology with Feature Extraction and Feature Selection with Genetic Algorithms Using Activity Motion Signal as Information Source. Mob. Inf. Syst. 2019 (2019)
Amita Nandal, Hamurabi Gamboa Rosales, Arvind Dhaka, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, Francisco Javier Martínez-Ruiz, Cesar Guzman-Valdivia
Image Edge Detection Using Fractional Calculus with Feature and Contrast Enhancement. Circuits Syst. Signal Process. 37 (9) (2018)
Laura A. Zanella-Calzada, Carlos Eric Galván-Tejada, Nubia M. Chávez-Lamas, Jorge I. Galván-Tejada, José M. Celaya-Padilla
Multivariate features selection from demographic and dietary descriptors as caries risk determinants in oral health diagnosis: Data from NHANES 2013-2014. CONIELECOMP (2018)
Huizilopoztli Luna-García, Alfredo Mendoza-González, Ricardo Mendoza-González, Hamurabi Gamboa Rosales, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Carlos Eric Galván-Tejada, José G. Arceo-Olague, Arturo Moreno-Báez, Omero Alonso-González, Francisco Eneldo López-Monteagudo, Roberto Solis-Robles, Jaime Iván López-Veyna
Analyzing Typical Mobile Gestures in mHealth Applications for Users with Down Syndrome. Mob. Inf. Syst. 2018 (2018)
Alfredo Mendoza-González, Huizilopoztli Luna-García, Ricardo Mendoza-González, Cristian Rusu, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales, José G. Arceo-Olague, José M. Celaya-Padilla, Roberto Solis-Robles
An Empiric Study of the Use of Mobile Technology by Users with Intellectual Disability. HCI-COLLAB (2018)
Diego M. Blanco-Murillo, Antonio García-Domínguez, Carlos Eric Galván-Tejada, José M. Celaya-Padilla
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 actividades infantiles utilizando sonido ambiental. Res. Comput. Sci. 147 (5) (2018)
José M. Celaya-Padilla, Carlos Eric Galván-Tejada, Francisco Eneldo López-Monteagudo, Omero Alonso-González, Arturo Moreno-Báez, Antonio Martínez-Torteya, Jorge I. Galván-Tejada, José G. Arceo-Olague, Huizilopoztli Luna-García, Hamurabi Gamboa Rosales
Speed Bump Detection Using Accelerometric Features: A Genetic Algorithm Approach. Sensors 18 (2) (2018)
Amita Nandal, Arvind Dhaka, Hamurabi Gamboa Rosales, Ninoslav Marina, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, Arturo Moreno-Báez, José M. Celaya-Padilla, Huizilopoztli Luna-García
Sensitivity and Variability Analysis for Image Denoising Using Maximum Likelihood Estimation of Exponential Distribution. Circuits Syst. Signal Process. 37 (9) (2018)
Alfredo Mendoza-González, Huizilopoztli Luna-García, Ricardo Mendoza-González, Cristian Rusu, Hamurabi Gamboa Rosales, Jorge I. Galván-Tejada, José G. Arceo-Olague, José M. Celaya-Padilla, Roberto Solis-Robles
An Approach to Make Software Testing for Users with Down Syndrome a little more Pleasant. Interacción (2018)
Carlos Eric Galván-Tejada, Francisco Eneldo López-Monteagudo, Omero Alonso-González, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa Rosales, Rafael Magallanes-Quintanar, Laura A. Zanella-Calzada
A Generalized Model for Indoor Location Estimation Using Environmental Sound from Human Activity Recognition. ISPRS Int. J. Geo Inf. 7 (3) (2018)
Angel G. Cadena-Hernandez, Alejandro I. Trejo-Castro, José M. Celaya-Padilla, José G. Tamez-Peña, Antonio Martínez-Torteya
Longitudinal gender-specific differences in the conversion from mild cognitive impairment to Alzheimer's disease. BHI (2018)
Carlos D. Luna-Gómez, Laura A. Zanella-Calzada, Miguel A. Acosta-García, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, José M. Celaya-Padilla
Can multivariate models based on MOAKS predict OA knee pain? Data from the Osteoarthritis Initiative. Medical Imaging: Computer-Aided Diagnosis (2017)
Laura A. Zanella-Calzada, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla
Feature Selection from Image Descriptors Data for Breast Cancer Diagnosis Based on CAD. MICAI (2) (2017)
Alejandra García-Hernández, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa Rosales, Perla Velasco-Elizondo, Rogelio Cárdenas-Vargas
A Similarity Analysis of Audio Signal to Develop a Human Activity Recognition Using Similarity Networks. Sensors 17 (11) (2017)
Luis Octavio Solís-Sánchez, José Manuel Ortiz-Rodriguez, Rodrigo Castañeda-Miranda, Maria Del Rosario Martinez-Blanco, Gerardo Ornelas-Vargas, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, José M. Celaya-Padilla, Celina Lizeth Castañeda-Miranda
Identification and evaluation on diabetic foot injury by computer vision. ICIT (2016)
Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, J. Ruben Delgado-Contreras, Rafael Magallanes-Quintanar, Margarita L. Martinez-Fierro, Idalia Garza-Veloz, Yamilé López-Hernández, Hamurabi Gamboa Rosales
An Analysis of Audio Features to Develop a Human Activity Recognition Model Using Genetic Algorithms, Random Forests, and Neural Networks. Mob. Inf. Syst. 2016 (2016)
Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, J. Ruben Delgado-Contreras, Vanessa Alcalá-Ramírez, Luis Octavio Solís-Sánchez
A Dynamic Indoor Location Model for Smartphones Based on Magnetic Field: A Preliminary Approach. MCPR (2016)
Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada, José M. Celaya-Padilla, Juan Ruben Delgado-Contreras, Daniel Cervantes, Manuel Ortiz
Automated Image Registration for Knee Pain Prediction in Osteoarthritis: Data from the OAI. MCPR (2016)
Jorge I. Galván-Tejada, José M. Celaya-Padilla, Victor Trevino, José Gerardo Tamez-Peña
Multivariate Radiological-Based Models for the Prediction of Future Knee Pain: Data from the OAI. Comput. Math. Methods Medicine 2015 (2015)
Jorge I. Galván-Tejada, José M. Celaya-Padilla, Victor Treviño, José G. Tamez-Peña
Knee osteoarthritis image registration: data from the Osteoarthritis Initiative. Medical Imaging: Computer-Aided Diagnosis (2015)
Jorge I. Galván-Tejada, Victor Trevino, José M. Celaya-Padilla, José G. Tamez-Peña
Knee Osteoarthritis pain prediction from X-ray imaging: Data from Osteoarthritis Initiative. CONIELECOMP (2014)
José M. Celaya-Padilla, Juan Rodríguez-Rojas, Jorge I. Galván-Tejada, Antonio Martínez-Torteya, Victor Treviño, José G. Tamez-Peña
Bilateral image subtraction features for multivariate automated classification of breast cancer risk. Medical Imaging: Computer-Aided Diagnosis (2014)
Jorge I. Galván-Tejada, José M. Celaya-Padilla, Carlos Eric Galván-Tejada, Victor Trevino, José G. Tamez-Peña
Radiological Pain Predictors in Knee Osteoarthritis, a Four Feature Selection Comparison: Data from the OAI. MCPR (2014)
Antonio Martínez-Torteya, Juan Rodríguez-Rojas, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Victor Treviño, José G. Tamez-Peña
MRI signal and texture features for the prediction of MCI to Alzheimer's disease progression. Medical Imaging: Computer-Aided Diagnosis (2014)
Jorge I. Galván-Tejada, José M. Celaya-Padilla, Antonio Martínez-Torteya, Juan Rodríguez-Rojas, Victor Treviño, José G. Tamez-Peña
Wide association study of radiological features that predict future knee OA pain: data from the OAI. Medical Imaging: Computer-Aided Diagnosis (2014)
José C. Carrasco-Jiménez, José M. Celaya-Padilla, Gilberto Montes, Ramón F. Brena, Sigfrido Iglesias
Social Interaction Discovery: A Simulated Multiagent Approach. MCPR (2013)
José M. Celaya-Padilla, Juan Rodríguez-Rojas, Victor Trevino, José Gerardo Tamez-Peña
Local image registration a comparison for bilateral registration mammography. CoRR (2013)