Pu Z.
20
Coauthors
5
Documentos
Volumen de publicaciones por año
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| Año de publicación | Num. Publicaciones |
|---|---|
| 2020 | 1 |
| 2022 | 2 |
| 2023 | 2 |
Publicaciones por áreas de conocimiento
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| Área de conocimiento | Num. Publicaciones |
|---|---|
| Inteligencia artificial | 2 |
| Ciencias de la computación | 2 |
| Software | 2 |
| Robótica | 2 |
| Aprendizaje automático | 1 |
| Algoritmo | 1 |
Publicaciones por áreas temáticas
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| Área temática | Num. Publicaciones |
|---|---|
| Métodos informáticos especiales | 4 |
| Física aplicada | 3 |
| Otras ramas de la ingeniería | 2 |
| Ingeniería y operaciones afines | 1 |
| Ciencias de la computación | 1 |
Principales fuentes de datos
| Origen | Num. Publicaciones |
|---|---|
| Scopus | 5 |
| Google Scholar | 3 |
| RRAAE | 0 |
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Coautores destacados por número de publicaciones
| Coautor | Num. Publicaciones |
|---|---|
| Li C. | 5 |
| Diego R. Cabrera | 5 |
| Diego Cabrera Mendieta | 3 |
| Bai Y. | 2 |
| Jose Valante De Oliveira | 1 |
| Mariela Cerrada Lozada | 1 |
| René-Vinicio Sánchez Loja | 1 |
| Valente de Oliveira J. | 1 |
| De Oliveira J.V. | 1 |
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Top Keywords
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Publicaciones del autor
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses
ArticleAbstract: In this article, fault diagnosis is of great significance for system health maintenance. For real apPalabras claves:Fault diagnosis, latent knowledge, one-class generative adversarial detection (OCGAD), semisupervised learningAutores:Bai Y., Diego R. Cabrera, Li C., Pu Z.Fuentes:scopusVGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis
ArticleAbstract: Generative adversarial networks (GANs) have shown their potential for data generation. However, thisPalabras claves:conditional Wasserstein generative adversarial network, Data generation, Fault diagnosis, regularization, robotics, V-matrixAutores:De Oliveira J.V., Diego R. Cabrera, Li C., Pu Z.Fuentes:scopusGenerative adversarial one-shot diagnosis of transmission faults for industrial robots
ArticleAbstract: Transmission systems of industrial robots are prone to get failures due to harsh operating environmePalabras claves:Bi-directional generative adversarial network, Industrial robot, One-shot diagnosis, random forest, Transmission systemAutores:Bai Y., Diego Cabrera Mendieta, Diego R. Cabrera, Li C., Pu Z.Fuentes:googlescopusSliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot
ArticleAbstract: We investigate the role of the loss function in cycle consistency generative adversarial networks (CPalabras claves:Conditional cycle consistency generative adversarial networks, Cycle consistency generative adversarial networks, Generative Adversarial Networks, industrial robots, Scarce faulty data augmentation, Sliced Wasserstein distanceAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Li C., Pu Z., Valente de Oliveira J.Fuentes:googlescopusExploiting generative adversarial networks as an oversampling method for fault diagnosis of an industrial robotic manipulator
ArticleAbstract: Data-driven machine learning techniques play an important role in fault diagnosis, safety, and maintPalabras claves:Fault diagnosis, Feature Extraction, Generative Adversarial Network, random forest, Unbalance dataAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Jose Valante De Oliveira, Li C., Mariela Cerrada Lozada, Pu Z., René-Vinicio Sánchez LojaFuentes:googlescopus