Documentos de Valente de Oliveira J. | REDI

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Subtipo de publicación

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Expert Systems with Applications(1)

Mechanical Systems and Signal Processing(1)

Área temáticas

Métodos informáticos especiales(2)

Ciencias de la computación(1)

Física aplicada(1)

Ingeniería y operaciones afines(1)

Área de conocimiento

Ciencias de la computación(2)

Aprendizaje automático(1)

Inteligencia artificial(1)

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Palabras Claves

Adversarial learning(1)

Condition-Based Maintenance(1)

Conditional cycle consistency generative adversarial networks(1)

Cycle consistency generative adversarial networks(1)

Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals

Abstract: Collecting data from mechanical systems in abnormal conditions is expensive and time consuming. Cons

Palabras claves:

3D printers, Adversarial learning, Condition-Based Maintenance, convolutional neural networks, Fault Detection

Diego Cabrera Mendieta, Diego R. Cabrera, Fernando Sancho-Caparrini, Li C., Long J., Mariela Cerrada Lozada, René-Vinicio Sánchez Loja, Valente de Oliveira J.

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.