Fernando Sancho

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 6

Top Topics

Dynamical Systems

Knowledge Extraction

Fault Diagnosis

Top Venues

IEEE Trans. Ind. Electron.

Earth Sci. Informatics

J. Intell. Fuzzy Syst.

Publications

Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li
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. Earth Sci. Informatics 16 (2) (2023)
Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira
One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. 68 (9) (2021)
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. 524 (2020)
Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access 7 (2019)
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Felipe A. Tobar
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. J. Intell. Fuzzy Syst. 34 (6) (2018)
Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. 58 (2017)
Juan-Luis Suárez, Fernando Sancho
A Virtual Laboratory for the Study of History and Cultural Dynamics. J. Artif. Soc. Soc. Simul. 14 (4) (2011)