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Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification
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- Conference Paper
- C3
- open access
Learning Multivariate Shapelets with Multi-Layer Neural Networks
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- Conference Paper
- P1
- open access
Data-driven optimization of energy efficiency and comfort in an apartment
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- Journal Article
- A1
- open access
Appliance classification using VI trajectories and convolutional neural networks
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- Conference Paper
- P1
- open access
Systematic comparison of respiratory signals for the automated detection of sleep apnea
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- Conference Paper
- P1
- open access
Automated assessment of bone age using deep learning and Gaussian process regression
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- Journal Article
- A1
- open access
On the Bayesian optimization and robustness of event detection methods in NILM
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- Journal Article
- A1
- open access
Comprehensive feature selection for appliance classification in NILM
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- Conference Paper
- P1
- open access
Optimized statistical test for event detection in non-intrusive load monitoring
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- Conference Paper
- C1
- open access
Event detection in NILM using Cepstrum smoothing