Anomaly Detection and Classification in Time Series with Kervolutional Neural Network

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Author
Ammann, Oliver
Michau, Gabrielcc
Fink, Olga
Date
2020-11-04
Type
    Conference Paper
Publication status
published
Editor
Baraldi, Piero
Di Maio, Francesco
Zio, Enrico
Book title
Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Managaement Conference
Pages / Article No.
5044
Publisher
Research Publishing Services
Event
30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference (ESREL 2020 PSAM15), Venice, Italy, November 1-5, 2020
Subject
Anomaly detection; Deep learning; Unsupervised learning; Residual-based detection; Kernel trick
Organisational unit
09642 - Fink, Olga (ehemalig) / Fink, Olga (former)  
Funding
176878 - Data-Driven Intelligent Predictive Maintenance of Industrial Assets (SNF)
Related publications and datasets
Notes
Due to the Coronavirus (COVID-19) the conference was conducted virtually.
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