Hendrik Klopries

According to our database, Hendrik Klopries authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

ITF-GAN: Synthetic time series dataset generation and manipulation by interpretable features.

Hendrik Klopries, Andreas Schwung

Knowl. Based Syst., January, 2024

Bag-of-Future: Time Series Forecasting by Continuous Function Candidates.

Hendrik Klopries, Vignesh Chandramouli, Andreas Schwung

Proceedings of the 33rd IEEE International Symposium on Industrial Electronics, 2024

Foreign Object Separation in Bulk Good Systems Using Machine Learning and Image Processing.

Marlon Löppenberg, Hendrik Klopries, Jonas Bartsch, Andreas Schwung

Proceedings of the IEEE International Conference on Industrial Technology, 2024

2023

Extracting interpretable features for time series analysis: A Bag-of-Functions approach.

Hendrik Klopries, Andreas Schwung

Expert Syst. Appl., July, 2023

Bag-of-Functions Denoising: Extracting main components in time series.

Hendrik Klopries, Andreas Schwung

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Flexible Activation Bag: Learning Activation Functions in Autoencoder Networks.

Hendrik Klopries, Andreas Schwung

Proceedings of the IEEE International Conference on Industrial Technology, 2023

2022

Synthetic time series dataset generation for unsupervised autoencoders.

Hendrik Klopries, David Orlando Salazar Torres, Andreas Schwung

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022