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David F. N. Oliveira

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2020 – today

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2022
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  - journals/access/OliveiraVNACCAG22
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David F. N. Oliveira, Lucio Flavio Vismari, Alexandre Moreira Nascimento, Jorge Rady de Almeida Jr., Paulo Sérgio Cugnasca, João Batista Camargo Jr., Leandro P. F. de Almeida, Rafael Gripp, Marcelo M. Neves:
A New Interpretable Unsupervised Anomaly Detection Method Based on Residual Explanation. IEEE Access 10: 1401-1409 (2022)
2021
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  - journals/corr/abs-2103-07953
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David F. N. Oliveira, Lucio Flavio Vismari, Alexandre Moreira Nascimento, Jorge Rady de Almeida Jr., Paulo Sérgio Cugnasca, João Batista Camargo Jr., Leandro P. F. de Almeida, Rafael Gripp, Marcelo M. Neves:
A new interpretable unsupervised anomaly detection method based on residual explanation. CoRR abs/2103.07953 (2021)

2010 – 2019

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2019
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David F. N. Oliveira, Marcelo M. Neves, Lucio Flavio Vismari, Jorge Rady de Almeida Jr., Paulo Sérgio Cugnasca, João Batista Camargo Jr., Eduardo M. G. Rodrigues, Debora R. Doimo, Leandro P. F. de Almeida, Rafael Gripp:
Evaluating Unsupervised Anomaly Detection Models to Detect Faults in Heavy Haul Railway Operations. ICMLA 2019: 1016-1022

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