Fernando Sancho

发表

Machine learning for COPD exacerbation prediction

Cristóbal Esteban, Amaia Aramburu, Alberto Capelastegui, 2015 .

Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery

Diego Cabrera, Fernando Sancho, Mariela Cerrada, 2019, IEEE Access.

Echo state network and variational autoencoder for efficient one-class learning on dynamical systems

Diego Cabrera, Felipe A. Tobar, René-Vinicio Sánchez, 2018, J. Intell. Fuzzy Syst..

Fault diagnosis of spur gearbox based on random forest and wavelet packet decomposition

Diego Cabrera, Fernando Sancho, Mariela Cerrada, 2015 .

From fault detection to one-class severity discrimination of 3D printers with one-class support vector machine.

Chuan Li, Diego Cabrera, Fernando Sancho, 2020, ISA transactions.

Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation

Diego Cabrera, Chuan Li, José Valente de Oliveira, 2017, Appl. Soft Comput..

Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification

Diego Cabrera, Fernando Sancho, Chuan Li, 2020, Inf. Sci..

Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City

Chuan Li, Diego Cabrera, M. Guallpa, 2023, Earth Science Informatics.

Adversarial Fault Detector Guided by One-Class Learning for a Multistage Centrifugal Pump

Diego Cabrera, M. Cerrada, Chuan Li, 2023, IEEE/ASME transactions on mechatronics.