Diego Cabrera

44 papers B 1Journal 40Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Open-set unknown class incremental detection of gearboxes under trustworthy feature conditions based on low-rank fine-tuning mechanism.
Knowl. Based Syst.
Zhen Guo, Chuan Li, Diego Cabrera
2025 J jnl
Attention-Based Multisignal Representation of High-Resolution Time Series: A Fault Detection Method for Industrial Machinery.
IEEE Trans. Ind. Electron.
Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li
2025 J jnl
Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump.
IEEE Trans. Reliab.
Jiapeng Wu, Diego Cabrera, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Edgar Estupiñan
2025 J jnl
One-Class Learning-Based Contrastive Reconstruction Framework for the Anomaly Detection of Reciprocating Machinery.
IEEE Trans. Reliab.
Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li
2025 — conf
Poincaré Features for Estimation of Remaining Useful Life in Roller Bearings.
ICPHM
Rubén Medina, René-Vinicio Sánchez, Diego Cabrera, Mariela Cerrada
2024 J jnl
Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey.
Sensors
René-Vinicio Sánchez, Jean Carlo Macancela, Luis-Renato Ortega, Diego Cabrera, Fausto Pedro García Márquez, Mariela Cerrada
2024 J jnl
Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning.
IEEE Trans. Ind. Informatics
Ziqiang Pu, Lijuan Yan, Yun Bai, Diego Cabrera, Chuan Li
2024 J jnl
Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor.
Sensors
Rubén Medina, René-Vinicio Sánchez, Diego Cabrera, Mariela Cerrada, Edgar Estupiñan, Wengang Ao, Rafael E. Vásquez
2023 J jnl
Generative adversarial one-shot diagnosis of transmission faults for industrial robots.
Robotics Comput. Integr. Manuf.
Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
2023 J jnl
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks.
J. Comput. Inf. Sci. Eng.
Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René-Vinicio Sánchez
2023 J jnl
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
Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li
2023 J jnl
Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot.
Expert Syst. Appl.
Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira
2022 J jnl
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses.
IEEE Trans. Ind. Electron.
Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
2022 J jnl
Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis.
IEEE Access
Fannia Pacheco, Alin Drimus, Lars Duggen, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez
2022 J jnl
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM.
J. Intell. Manuf.
Rubén Medina, Jean Carlo Macancela, Pablo Lucero, Diego Cabrera, René-Vinicio Sánchez, Mariela Cerrada
2022 J jnl
VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis.
IEEE Intell. Syst.
Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira
2021 J jnl
One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning.
IEEE Trans. Ind. Electron.
Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira
2021 J jnl
Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring.
IEEE Trans. Instrum. Meas.
Jingjing Zhong, Dong Wang, Ju'e Guo, Diego Cabrera, Chuan Li
2020 J jnl
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor.
Neurocomputing
Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li
2020 J jnl
Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers.
IEEE Trans. Ind. Informatics
Shaohui Zhang, Zhenzhong Sun, Chuan Li, Diego Cabrera, Jianyu Long, Yun Bai
2020 J jnl
Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox.
Sensors
Jianwen Guo, Jiapeng Wu, Shaohui Zhang, Jianyu Long, Weidong Chen, Diego Cabrera, Chuan Li
2020 J jnl
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification.
Inf. Sci.
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li
2020 J jnl
Product Quality Reliability Analysis based on Rough Bayesian Network.
Int. J. Perform. Eng.
Wanjuan Zhang, Xiaodan Wang, Diego Cabrera, Yun Bai
2019 J jnl
A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis.
IEEE Trans. Fuzzy Syst.
Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
2019 J jnl
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery.
IEEE Access
Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
2019 J jnl
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes.
Comput. Intell. Neurosci.
Rodrigo P. Monteiro, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Carmelo J. A. Bastos Filho
2018 J jnl
A comparison of fuzzy clustering algorithms for bearing fault diagnosis.
J. Intell. Fuzzy Syst.
Chuan Li, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Fannia Pacheco, Gözde Ulutagay, José Valente de Oliveira
2018 J jnl
A fuzzy transition based approach for fault severity prediction in helical gearboxes.
Fuzzy Sets Syst.
Mariela Cerrada, Chuan Li, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, José Valente de Oliveira
2018 J jnl
A semi-supervised approach based on evolving clusters for discovering unknown abnormal condition patterns in gearboxes.
J. Intell. Fuzzy Syst.
Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera
2018 J jnl
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems.
J. Intell. Fuzzy Syst.
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Felipe A. Tobar
2018 J jnl
Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN.
J. Intell. Fuzzy Syst.
René-Vinicio Sánchez, Pablo Lucero, Rafael E. Vásquez, Mariela Cerrada, Jean Macancela, Diego Cabrera
2017 J jnl
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification.
Knowl. Based Syst.
Chuan Li, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, José Valente de Oliveira
2017 J jnl
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery.
Expert Syst. Appl.
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2017 J jnl
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation.
Appl. Soft Comput.
Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira
2017 — conf
SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery.
SOSE
Mariela Cerrada, Fannia Pacheco, René-Vinicio Sánchez, Diego Cabrera, Jean Macancela, Pablo Lucero
2016 — conf
A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery.
LA-CCI
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2016 J jnl
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions.
Neurocomputing
Fannia Pacheco, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Diego Cabrera, Chuan Li, Grover Zurita, Mariano Artés
2016 B conf
Clustering algorithm using rough set theory for unsupervised feature selection.
IJCNN
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2016 J jnl
Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning.
Sensors
Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera
2016 J jnl
Fuzzy determination of informative frequency band for bearing fault detection.
J. Intell. Fuzzy Syst.
Chuan Li, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Grover Zurita, Diego Cabrera
2016 J jnl
Hierarchical feature selection based on relative dependency for gear fault diagnosis.
Appl. Intell.
Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, Grover Zurita, Chuan Li
2016 J jnl
Observer-biased bearing condition monitoring: From fault detection to multi-fault classification.
Eng. Appl. Artif. Intell.
Chuan Li, José Valente de Oliveira, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
2015 J jnl
Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal.
Sensors
Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li
2015 J jnl
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis.
Neurocomputing
Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez