Isaías García-Rodríguez

Multiclass Classification Procedure for Detecting Attacks on MQTT‐IoT Protocol

Héctor Aláiz‐Moretón, José Aveleira‐Mata, Jorge Ondicol-Garcia et al. · Complexity · 2019 · 137 citations · Full text

Mqtt Protocol, Anomaly Detection, Machine Learning +18

Diabetes detection using deep learning techniques with oversampling and feature augmentation

María Teresa Garcí­a-Ordás, Carmen Benavides, José Alberto Benítez‐Andrades et al. · Computer Methods and Programs in Biomedicine · 2021 · 126 citations · Full text

Data Augmentation, Convolutional Neural Network, Engineering +8

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data

María Teresa Garcí­a-Ordás, José Alberto Benítez‐Andrades, Isaías García-Rodríguez et al. · Sensors · 2020 · 123 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Reducing air pollution with hybrid-powered robotic tractors for precision agriculture

Mariano González-de-Soto, Luis Emmi, Carmen Benavides et al. · Biosystems Engineering · 2016 · 101 citations

Precision Agriculture, Engineering, Agricultural Robot +10

Reducing fuel consumption in weed and pest control using robotic tractors

Mariano González-de-Soto, Luis Emmi, Isaías García-Rodríguez et al. · Computers and Electronics in Agriculture · 2015 · 53 citations

Robotic Tractors, Fuel Consumption, Precision Agriculture +14