Héctor A. Guerrero-Osuna

Long Short-Term Memory Recurrent Neural Network and Extreme Gradient Boosting Algorithms Applied in a Greenhouse’s Internal Temperature Prediction

Juan M. Esparza-Gómez, Luis F. Luque-Vega, Héctor A. Guerrero-Osuna et al. · Applied Sciences · 2023 · 28 citations · Full text

Search Optimization, Forecasting Methodology, Precision Agriculture +21

Educational Mechatronics and Internet of Things: A Case Study on Dynamic Systems Using MEIoT Weather Station

Miriam A. Carlos-Mancilla, Luis F. Luque-Vega, Héctor A. Guerrero-Osuna et al. · Sensors · 2020 · 26 citations · Full text

Engineering, Smart City, Industrial Iot +24

Prediction of Internal Temperature in Greenhouses Using the Supervised Learning Techniques: Linear and Support Vector Regressions

Fabián García-Vázquez, Jesús R. Ponce-González, Héctor A. Guerrero-Osuna et al. · Applied Sciences · 2023 · 21 citations · Full text

Engineering, Agricultural Greenhouses, Agricultural Economics +27

Classification of Breast Cancer in Mammograms with Deep Learning Adding a Fifth Class

Salvador Castro-Tapia, Celina Lizeth Castañeda-Miranda, Carlos Alberto Olvera-Olvera et al. · Applied Sciences · 2021 · 19 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques

Teodoro Ibarra-Pérez, Ramón Jaramillo-Martínez, Hans Christian Correa-Aguado et al. · AgriEngineering · 2024 · 17 citations · Full text