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ORCIDHéctor Rodríguez Rangel
Person information
- affiliation: Instituto Tecnológico de Culiacán, México
- affiliation (former): Universidad Michoacana, San Nicolás de Hidalgo, México
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2020 – today
- 2024
[j22]José Misael Burruel-Zazueta, Héctor Rodríguez Rangel, Gloria Ekaterine Peralta-Peñuñuri, Vicenç Puig Cayuela, Ignacio Algredo-Badillo, Luis Alberto Morales-Rosales:
Biometric lock with facial recognition implemented with deep learning techniques. Comput. Sci. Inf. Syst. 21(4): 1359-1387 (2024)- [j21]José Misael Burruel-Zazueta
, Héctor Rodríguez Rangel, Vicenç Puig Cayuela, Manuel Alejandro Diaz-Zapata, Sofía Isabel Fernández Gregorio, Luis Alberto Morales-Rosales:
Developing of a multi-angle and varied walking conditions dataset for human gait recognition. Eng. Appl. Artif. Intell. 138: 109404 (2024) - [j20]Carlos Lara-Alvarez, Juan J. Flores, Héctor Rodríguez Rangel, Rodrigo López-Farías:
A literature review on satellite image time series forecasting: Methods and applications for remote sensing. WIREs Data. Mining. Knowl. Discov. 14(3) (2024) - 2023
- [j19]José Luis Medina Jiménez, Héctor Rodríguez Rangel, Leonel Ernesto Amabilis-Sosa, Kimberly Mendivil-García, Juan Carlos Gonzalez-Nava, Daniel Antonio Nieblas-Fuentes:
Reconstrucción de los parámetros de la calidad del agua en el río Fuerte, Sinaloa, implementando técnicas de aprendizaje máquina. Res. Comput. Sci. 152(6): 245-257 (2023) - [j18]Mario Alberto Román Garay, Luis Alberto Morales-Rosales, Héctor Rodríguez Rangel, Sofía Isabel Fernández Gregorio:
Detección de deterioros superficiales en pavimentos flexibles basada en segmentación semántica y redes transformer. Res. Comput. Sci. 152(6): 273-286 (2023) - [j17]Manuel Medrano, Héctor Rodríguez, Rodrigo López-Farías, Juan J. Flores, Carlos Lara, Vicenç Puig:
Estimación de mapas de sequías de EU mediante redes de Convolución-LSTM. Res. Comput. Sci. 152(9): 261-274 (2023) - 2022
- [j16]José Luis Medina Jiménez, Héctor Rodríguez Rangel, Gloria Ekaterine Peralta-Peñuñuri, Mario Alberto Román Garay, Luis Alberto Morales-Rosales:
Identificación de un individuo mediante la voz utilizando redes convolucionales y umbrales de aceptación. Res. Comput. Sci. 151(7): 185-198 (2022) - 2021
- [j15]Manuel Medrano, Juan J. Flores, Héctor Rodríguez, Rodrigo López, Carlos Lara:
Pronóstico de series de tiempo de imágenes de sequías utilizando autocodificadores y redes neuronales. Res. Comput. Sci. 150(6): 187-201 (2021) - [j14]José Misael Burruel-Zazueta, Héctor Rodríguez Rangel, Gloria Ekaterine Peralta-Peñuñuri, Víctor González-Huitrón, Luis Alberto Morales-Rosales:
Sistema de control de acceso mediante identificación facial usando aprendizaje profundo. Res. Comput. Sci. 150(6): 215-227 (2021) - 2020
- [j13]Luis Alberto Morales-Rosales, Ignacio Algredo-Badillo, Mariana Lobato Báez, Carlos Arturo Hernández-Gracidas, Héctor Rodríguez Rangel:
A fuzzy petri net model for assessing analogical reasoning in children ranging from 5 to 8 years old. J. Intell. Fuzzy Syst. 39(5): 7161-7175 (2020) - [j12]Juan Carlos Carrillo-Alarcón, Luis Alberto Morales-Rosales, Héctor Rodríguez Rangel, Mariana Lobato Báez, Antonio Muñoz, Ignacio Algredo-Badillo:
A Metaheuristic Optimization Approach for Parameter Estimation in Arrhythmia Classification from Unbalanced Data. Sensors 20(11): 3139 (2020) - [j11]Ramón Zataraín-Cabada, Héctor Rodríguez Rangel, María Lucía Barrón-Estrada, Hector Manuel Cardenas Lopez:
Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems. Soft Comput. 24(10): 7593-7602 (2020) - [c6]José Francisco Uribe Vázquez, Héctor Rodríguez Rangel, Mario Cesar Maya Rodriguez, René Tolentino-Eslava, Eduardo Yudho Montes de Oca:
Flow Velocity Estimation by Means Multi-layer Perceptron in a Pipeline. WITCOM 2020: 297-308
2010 – 2019
- 2019
- [j10]Juan Ramón V. Barraza, Héctor Rodríguez Rangel, Víctor González-Huitrón, Carlos A. Lara-Alvarez, Juan J. Flores:
Pronóstico de la velocidad del viento mediante técnicas de Inteligencia Artificial. Res. Comput. Sci. 148(7): 181-195 (2019) - [j9]Emmanuel F. Ramírez Hernández, Héctor Rodríguez Rangel, Víctor González-Huitrón, Juan J. Flores, Vicenç Puig:
Optimización Distribuida de Redes Convolucionales para la Clasificación de Imágenes. Res. Comput. Sci. 148(7): 213-226 (2019) - [j8]Héctor Rodríguez Rangel, Juan J. Flores, Luis Alberto Morales-Rosales, Carlos Lara, Armando Guerra, Giovanni Manjarrez Montelongo:
Forecasting from incomplete and chaotic wind speed data. Soft Comput. 23(20): 10119-10127 (2019) - 2018
- [j7]Carlos Lara-Alvarez, Tania Reyes, Héctor Rodríguez Rangel:
Counting the number of words and lines read by fusing eye tracking and character recognition data: A Bayes factor approach. J. Intell. Fuzzy Syst. 34(5): 3147-3154 (2018) - [j6]Francisco González Hernández, Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Héctor Rodríguez Rangel:
Recognition of learning-centered emotions using a convolutional neural network. J. Intell. Fuzzy Syst. 34(5): 3325-3336 (2018) - [j5]Luis Alberto Morales-Rosales, Ignacio Algredo-Badillo, Carlos Arturo Hernández-Gracidas, Héctor Rodríguez Rangel, Mariana Lobato Báez:
On-road obstacle detection video system for traffic accident prevention. J. Intell. Fuzzy Syst. 35(1): 533-547 (2018) - [j4]Héctor Rodríguez Rangel, Glenn Della Rocca, Juan J. Flores, Luis Alberto Morales-Rosales, Nora E. Cancela García:
Implementación de kNN sobre un GPU para predicción de la velocidad del viento. Res. Comput. Sci. 147(5): 239-253 (2018) - 2017
- [j3]Héctor Rodríguez Rangel, Noel A. Garcia Carrillo, Juan J. Flores, Luis Alberto Morales-Rosales, Giovanni Manjarrez Montelongo:
Pronóstico a corto plazo de velocidad del viento a partir de datos incompletos. Res. Comput. Sci. 139: 81-95 (2017) - [c5]Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Francisco González Hernández, Héctor Rodríguez Rangel:
Building a Face Expression Recognizer and a Face Expression Database for an Intelligent Tutoring System. ICALT 2017: 391-393 - [c4]Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Francisco González Hernández, Héctor Rodríguez Rangel:
Emotion Recognition Using a Convolutional Neural Network. MICAI (2) 2017: 208-219 - 2016
- [j2]Noel E. Rodríguez-Maya, Juan J. Flores, Héctor Rodríguez:
Performance Comparison of Evolutionary Algorithms for University Course Timetabling Problem. Computación y Sistemas 20(4) (2016) - [c3]Héctor Rodríguez, Vicenç Puig, Juan J. Flores, Rodrigo López:
Flow meter data validation and reconstruction using neural networks: Application to the Barcelona water network. ECC 2016: 1746-1751 - 2014
- [j1]Héctor Rodríguez, Arthur M. Farley, Juan J. Flores, Andrzej Proskurowski:
Qualitative bifurcation diagrams. Expert Syst. J. Knowl. Eng. 31(4): 319-334 (2014) - 2010
- [c2]Juan J. Flores, Héctor Rodríguez, Mario Graff:
Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction. MICAI (2) 2010: 325-336
2000 – 2009
- 2009
- [c1]Juan J. Flores, Roberto Loaeza, Héctor Rodríguez, Erasmo Cadenas:
Wind Speed Forecasting Using a Hybrid Neural-Evolutive Approach. MICAI 2009: 600-609
Coauthor Index
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