- ORCID iD
- 0000-0001-7853-8941
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Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification
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- PhD Thesis
- open access
Machine learning-based detection of anomalous and discriminative patterns in time-series data
(2020) -
- Journal Article
- A1
- open access
A voltage and current measurement dataset for plug load appliance identification in households
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High-dimensional multivariate forecasting with low-rank Gaussian Copula processes
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Gaining insight in wind turbine drivetrain dynamics by means of automatic operational modal analysis combined with machine learning algorithms
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Machine-learning-based error detection and design optimization in signal integrity applications
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Machine learning based error detection in transient susceptibility tests
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- Conference Paper
- P1
- open access
Autoencoding density-based anomaly detection for signal integrity applications
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- Conference Paper
- C3
- open access
Learning Multivariate Shapelets with Multi-Layer Neural Networks