Documentos de Pu Z. | REDI

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Área de conocimiento: "Ciencias de la computación"

Subtipo de publicación

Publisher

Expert Systems with Applications(1)

IEEE Transactions on Industrial Electronics(1)

Área temáticas

Métodos informáticos especiales(2)

Ciencias de la computación(1)

Ingeniería y operaciones afines(1)

Área de conocimiento

Inteligencia artificial(2)

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Palabras Claves

Conditional cycle consistency generative adversarial networks(1)

Cycle consistency generative adversarial networks(1)

Fault diagnosis(1)

Generative Adversarial Networks(1)

Scarce faulty data augmentation(1)

A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses

Abstract: In this article, fault diagnosis is of great significance for system health maintenance. For real ap

Palabras claves:

Fault diagnosis, latent knowledge, one-class generative adversarial detection (OCGAD), semisupervised learning

Bai Y., Diego R. Cabrera, Li C., Pu Z.

Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot

Abstract: We investigate the role of the loss function in cycle consistency generative adversarial networks (C

Palabras claves:

Conditional cycle consistency generative adversarial networks, Cycle consistency generative adversarial networks, Generative Adversarial Networks, industrial robots, Scarce faulty data augmentation, Sliced Wasserstein distance

Diego Cabrera Mendieta, Diego R. Cabrera, Li C., Pu Z., Valente de Oliveira J.