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Hendrik Klopries

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2024
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Hendrik Klopries, Andreas Schwung:
ITF-GAN: Synthetic time series dataset generation and manipulation by interpretable features. Knowl. Based Syst. 283: 111131 (2024)
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Marlon Löppenberg, Hendrik Klopries, Jonas Bartsch, Andreas Schwung:
Foreign Object Separation in Bulk Good Systems Using Machine Learning and Image Processing. ICIT 2024: 1-6
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Hendrik Klopries, Vignesh Chandramouli, Andreas Schwung:
Bag-of-Future: Time Series Forecasting by Continuous Function Candidates. ISIE 2024: 1-6
2023
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Hendrik Klopries, Andreas Schwung:
Extracting interpretable features for time series analysis: A Bag-of-Functions approach. Expert Syst. Appl. 221: 119787 (2023)
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Hendrik Klopries, Andreas Schwung:
Flexible Activation Bag: Learning Activation Functions in Autoencoder Networks. ICIT 2023: 1-7
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Hendrik Klopries, Andreas Schwung:
Bag-of-Functions Denoising: Extracting main components in time series. ISIE 2023: 1-6
2022
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Hendrik Klopries, David Orlando Salazar Torres, Andreas Schwung:
Synthetic time series dataset generation for unsupervised autoencoders. ETFA 2022: 1-8

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