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Oscar Serradilla-Casado

Oscar Serradilla

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affiliation: Mondragon University, Mondragon, Spain

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2020 – today

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2022
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  - journals/apin/SerradillaZRZ22
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Oscar Serradilla, Ekhi Zugasti, Jon Rodriguez, Urko Zurutuza:
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects. Appl. Intell. 52(10): 10934-10964 (2022)
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Oscar Serradilla, Ekhi Zugasti, Julian Ramirez de Okariz, Jon Rodriguez, Urko Zurutuza:
Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge. Int. J. Comput. Integr. Manuf. 35(12): 1310-1334 (2022)
2020
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Fadi Dornaika, Ignacio Arganda-Carreras, Oscar Serradilla:
Transfer learning and feature fusion for kinship verification. Neural Comput. Appl. 32(11): 7139-7151 (2020)
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Oscar Serradilla, Ekhi Zugasti, Carlos Cernuda, Andoitz Aranburu, Julian Ramirez de Okariz, Urko Zurutuza:
Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery. FUZZ-IEEE 2020: 1-8
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Oscar Serradilla, Ekhi Zugasti, Urko Zurutuza:
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospect. CoRR abs/2010.03207 (2020)

2010 – 2019

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2017
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Leire Roa-Barco, Oscar Serradilla-Casado, Mikel de Velasco-Vázquez, Asier López-Zorrilla, Manuel Graña, Darya Chyzhyk, Catherine Price:
A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI. CORES 2017: 377-385
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Asier López-Zorrilla, Mikel de Velasco-Vázquez, Oscar Serradilla-Casado, Leire Roa-Barco, Manuel Graña, Darya Chyzhyk, C. C. Price:
Brain White Matter Lesion Segmentation with 2D/3D CNN. IWINAC (1) 2017: 394-403

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