![](https://dblp.dagstuhl.de/img/logo.ua.320x120.png)
![](https://dblp.dagstuhl.de/img/dropdown.dark.16x16.png)
![](https://dblp.dagstuhl.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
![search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
default search action
Diego Cabrera 0001
Person information
- affiliation: Dongguan University of Technology, China
- affiliation: Universidad Politécnica Salesiana, Cuenca, Ecuador
- affiliation (PhD 2018): University of Sevilla, Seville, Spain
Refine list
![note](https://dblp.dagstuhl.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j35]Rubén Medina
, René-Vinicio Sánchez
, Diego Cabrera
, Mariela Cerrada
, Edgar Estupiñan
, Wengang Ao, Rafael E. Vásquez
:
Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor. Sensors 24(2): 461 (2024) - 2023
- [j34]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): 1373-1388 (2023) - [j33]Ziqiang Pu
, Diego Cabrera
, Chuan Li
, José Valente de Oliveira
:
Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot. Expert Syst. Appl. 222: 119754 (2023) - [j32]Mario Peña, Mariela Cerrada, Rubén Medina
, Diego Cabrera, René-Vinicio Sánchez:
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. 23(2) (2023) - [j31]Ziqiang Pu
, Diego Cabrera
, Yun Bai
, Chuan Li
:
Generative adversarial one-shot diagnosis of transmission faults for industrial robots. Robotics Comput. Integr. Manuf. 83: 102577 (2023) - 2022
- [j30]Fannia Pacheco
, Alin Drimus
, Lars Duggen
, Mariela Cerrada
, Diego Cabrera
, René-Vinicio Sánchez
:
Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis. IEEE Access 10: 29778-29787 (2022) - [j29]Rodrigo de Paula Monteiro
, Mariela Cerrada-Lozada
, Diego Roman Cabrera Mendieta
, René-Vinicio Sánchez
, Carmelo José Albanez Bastos Filho
:
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. Expert Syst. Appl. 204: 117528 (2022) - [j28]Ziqiang Pu
, Diego Cabrera
, Chuan Li, José Valente de Oliveira
:
VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis. IEEE Intell. Syst. 37(3): 65-75 (2022) - [j27]Rubén Medina
, Jean Carlo Macancela
, Pablo Lucero
, Diego Cabrera
, René-Vinicio Sánchez
, Mariela Cerrada
:
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM. J. Intell. Manuf. 33(4): 1031-1055 (2022) - [j26]Ziqiang Pu
, Diego Cabrera
, Yun Bai
, Chuan Li
:
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses. IEEE Trans. Ind. Electron. 69(8): 8411-8419 (2022) - 2021
- [j25]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): 8768-8776 (2021) - [j24]Jingjing Zhong
, Dong Wang
, Ju'e Guo
, Diego Cabrera
, Chuan Li
:
Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - 2020
- [j23]Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada
, René-Vinicio Sánchez
, Juan Cevallos, Jianyu Long, Chuan Li
:
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing 380: 51-66 (2020) - [j22]Wanjuan Zhang, Xiaodan Wang, Diego Cabrera, Yun Bai
:
Product Quality Reliability Analysis based on Rough Bayesian Network. Int. J. Perform. Eng. 16(1): 37-47 (2020) - [j21]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: 1-14 (2020) - [j20]Jianwen Guo, Jiapeng Wu
, Shaohui Zhang
, Jianyu Long, Weidong Chen
, Diego Cabrera, Chuan Li
:
Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox. Sensors 20(5): 1361 (2020) - [j19]Shaohui Zhang
, Zhenzhong Sun
, Chuan Li
, Diego Cabrera
, Jianyu Long
, Yun Bai
:
Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Ind. Informatics 16(2): 779-789 (2020)
2010 – 2019
- 2019
- [j18]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: 70643-70653 (2019) - [j17]Rodrigo P. Monteiro
, Mariela Cerrada
, Diego Cabrera, René-Vinicio Sánchez
, Carmelo J. A. Bastos Filho
:
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. Comput. Intell. Neurosci. 2019: 1383752:1-1383752:13 (2019) - [j16]Chuan Li
, José Valente de Oliveira
, Mariela Cerrada
, Diego Cabrera
, René-Vinicio Sánchez
, Grover Zurita
:
A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. IEEE Trans. Fuzzy Syst. 27(7): 1362-1382 (2019) - 2018
- [j15]Mariela Cerrada
, Chuan Li
, René-Vinicio Sánchez
, Fannia Pacheco
, Diego Cabrera, José Valente de Oliveira
:
A fuzzy transition based approach for fault severity prediction in helical gearboxes. Fuzzy Sets Syst. 337: 52-73 (2018) - [j14]René-Vinicio Sánchez
, Pablo Lucero
, Rafael E. Vásquez
, Mariela Cerrada
, Jean Macancela, Diego Cabrera:
Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN. J. Intell. Fuzzy Syst. 34(6): 3463-3473 (2018) - [j13]Chuan Li
, Mariela Cerrada
, Diego Cabrera, René-Vinicio Sánchez
, Fannia Pacheco
, Gözde Ulutagay, José Valente de Oliveira
:
A comparison of fuzzy clustering algorithms for bearing fault diagnosis. J. Intell. Fuzzy Syst. 34(6): 3565-3580 (2018) - [j12]Mariela Cerrada
, René-Vinicio Sánchez
, Diego Cabrera:
A semi-supervised approach based on evolving clusters for discovering unknown abnormal condition patterns in gearboxes. J. Intell. Fuzzy Syst. 34(6): 3581-3593 (2018) - [j11]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): 3799-3809 (2018) - 2017
- [j10]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: 53-64 (2017) - [j9]Fannia Pacheco
, Mariela Cerrada
, René-Vinicio Sánchez
, Diego Cabrera, Chuan Li
, José Valente de Oliveira
:
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. Expert Syst. Appl. 71: 69-86 (2017) - [j8]Chuan Li
, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada
, Fannia Pacheco
, Diego Cabrera, René-Vinicio Sánchez
, José Valente de Oliveira
:
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. Knowl. Based Syst. 129: 39-60 (2017) - [c3]Mariela Cerrada, Fannia Pacheco
, René-Vinicio Sánchez
, Diego Cabrera, Jean Macancela, Pablo Lucero
:
SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery. SOSE 2017: 28-37 - 2016
- [j7]Mariela Cerrada
, René-Vinicio Sánchez
, Fannia Pacheco
, Diego Cabrera
, Grover Zurita
, Chuan Li
:
Hierarchical feature selection based on relative dependency for gear fault diagnosis. Appl. Intell. 44(3): 687-703 (2016) - [j6]Chuan Li
, José Valente de Oliveira
, Mariela Cerrada
, Fannia Pacheco
, Diego Cabrera
, René-Vinicio Sánchez
, Grover Zurita
:
Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. Eng. Appl. Artif. Intell. 50: 287-301 (2016) - [j5]Fannia Pacheco
, José Valente de Oliveira
, René-Vinicio Sánchez
, Mariela Cerrada
, Diego Cabrera
, Chuan Li
, Grover Zurita
, Mariano Artés:
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. Neurocomputing 194: 192-206 (2016) - [j4]Chuan Li
, José Valente de Oliveira
, René-Vinicio Sánchez
, Mariela Cerrada
, Grover Zurita
, Diego Cabrera
:
Fuzzy determination of informative frequency band for bearing fault detection. J. Intell. Fuzzy Syst. 30(6): 3513-3525 (2016) - [j3]Chuan Li
, René-Vinicio Sánchez
, Grover Zurita
, Mariela Cerrada
, Diego Cabrera
:
Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. Sensors 16(6): 895 (2016) - [c2]Fannia Pacheco
, Mariela Cerrada, René-Vinicio Sánchez
, Diego Cabrera, Chuan Li
, José Valente de Oliveira
:
Clustering algorithm using rough set theory for unsupervised feature selection. IJCNN 2016: 3493-3499 - [c1]Fannia Pacheco
, Mariela Cerrada, René-Vinicio Sánchez
, Diego Cabrera, Chuan Li
, José Valente de Oliveira
:
A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. LA-CCI 2016: 1-6 - 2015
- [j2]Chuan Li
, René-Vinicio Sánchez
, Grover Zurita
, Mariela Cerrada
, Diego Cabrera
, Rafael E. Vásquez
:
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. Neurocomputing 168: 119-127 (2015) - [j1]Mariela Cerrada
, René-Vinicio Sánchez
, Diego Cabrera
, Grover Zurita
, Chuan Li
:
Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. Sensors 15(9): 23903-23926 (2015)
Coauthor Index
![](https://dblp.dagstuhl.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint