Hector Rodriguez
Hector Rodriguez
Instituto Tecnológico de Culiacán
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Disease detection in tomato leaves via CNN with lightweight architectures implemented in Raspberry Pi 4
V Gonzalez-Huitron, JA León-Borges, AE Rodriguez-Mata, ...
Computers and Electronics in Agriculture 181, 105951, 2021
Evolutive design of ARMA and ANN models for time series forecasting
JJ Flores, M Graff, H Rodriguez
Renewable Energy 44, 225-230, 2012
Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems
R Zatarain Cabada, H Rodriguez Rangel, ML Barron Estrada, ...
Soft Computing 24 (10), 7593-7602, 2020
A review on cyanobacteria cultivation for carbohydrate-based biofuels: cultivation aspects, polysaccharides accumulation strategies, and biofuels production scenarios
DM Arias, E Ortíz-Sánchez, PU Okoye, H Rodríguez-Rangel, AB Ortega, ...
Science of the Total Environment 794, 148636, 2021
Multi-model prediction for demand forecast in water distribution networks
R Lopez Farias, V Puig, H Rodriguez Rangel, JJ Flores
Energies 11 (3), 660, 2018
Recognition of learning-centered emotions using a convolutional neural network
F González-Hernández, R Zatarain-Cabada, ML Barrón-Estrada, ...
Journal of Intelligent & Fuzzy Systems 34 (5), 3325-3336, 2018
Machine learning methods modeling carbohydrate-enriched cyanobacteria biomass production in wastewater treatment systems
H Rodríguez-Rángel, DM Arias, LA Morales-Rosales, V Gonzalez-Huitron, ...
Energies 15 (7), 2500, 2022
Short-term demand forecast using a bank of neural network models trained using genetic algorithms for the optimal management of drinking water networks
HR Rangel, V Puig, RL Farias, JJ Flores
Journal of Hydroinformatics 19 (1), 1-16, 2017
Analysis of statistical and artificial intelligence algorithms for real-time speed estimation based on vehicle detection with YOLO
H Rodríguez-Rangel, LA Morales-Rosales, R Imperial-Rojo, ...
Applied Sciences 12 (6), 2907, 2022
Building a face expression recognizer and a face expression database for an intelligent tutoring system
R Zatarain-Cabada, ML Barron-Estrada, F Gonzalez-Hernandez, ...
2017 IEEE 17th International Conference on Advanced Learning Technologies …, 2017
Wind speed forecasting using a hybrid neural-evolutive approach
JJ Flores, R Loaeza, H Rodríguez, E Cadenas
MICAI 2009: Advances in Artificial Intelligence: 8th Mexican International …, 2009
A metaheuristic optimization approach for parameter estimation in arrhythmia classification from unbalanced data
JC Carrillo-Alarcón, LA Morales-Rosales, H Rodríguez-Rángel, ...
Sensors 20 (11), 3139, 2020
Forecasting from incomplete and chaotic wind speed data
H Rodriguez, JJ Flores, LA Morales, C Lara, A Guerra, G Manjarrez
Soft Computing 23, 10119-10127, 2019
Combined holt-winters and GA trained ANN approach for sensor validation and reconstruction: Application to water demand flowmeters
H Rodriguez, V Puig, JJ Flores, R Lopez
2016 3rd Conference on Control and Fault-Tolerant Systems (SysTol), 202-207, 2016
Flow meter data validation and reconstruction using neural networks: Application to the Barcelona water network
H Rodriguez, V Puig, JJ Flores, R Lopez
2016 European Control Conference (ECC), 1746-1751, 2016
Performance comparison of evolutionary algorithms for university course timetabling problem
N Rodríguez Maya, JJ Flores, H Rodríguez Rangel
Computación y Sistemas 20 (4), 623-634, 2016
On-road obstacle detection video system for traffic accident prevention
LA Morales Rosales, I Algredo Badillo, CA Hernández Gracidas, ...
Journal of Intelligent & Fuzzy Systems 35 (1), 533-547, 2018
Financial time series forecasting using a hybrid neural-evolutive approach
JJ Flores, R Loaeza, H Rodriguez, F Gonzalez, B Flores, AT Gomez
Proceedings of the XV SIGEF International Conference, 547-555, 2009
Multi-step forecasting strategies for wind speed time series
H Rodriguez, M Medrano, LM Rosales, GP Peñuñuri, JJ Flores
2020 IEEE International Autumn Meeting on Power, Electronics and Computing …, 2020
Pronóstico a corto plazo de velocidad del viento a partir de datos incompletos.
HR Rangel, NAG Carrillo, JJ Flores, LA Morales-Rosales, ...
Res. Comput. Sci. 139, 81-95, 2017
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