Tobias Schmieg

According to our database, Tobias Schmieg authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Anomaly Detection on Real-World Industrial Manufacturing Applications with Additional Anomaly Type Clustering.

Fabian Schoch, Pascal Graf, Tobias Schmieg, Nicholas Schloer, Carsten Wittenberg, Carsten Lanquillon, Nicolaj C. Stache

Proceedings of the Artificial Intelligence in HCI, 2025

Enhancing Knowledge Preservation in Machine Learning Research: Jupyter Notebooks as an Interactive Documentation Tool.

Tobias Schmieg, Fabian Schoch, Nicholas Schloer, Carsten Lanquillon, Carsten Wittenberg, Nicolaj C. Stache

Proceedings of the HCI International 2025 Posters, 2025

2024

Time Series Representation Learning: A Survey on Deep Learning Techniques for Time Series Forecasting.

Tobias Schmieg, Carsten Lanquillon

Proceedings of the Artificial Intelligence in HCI, 2024

Deep Anomaly Detection with Extended Transformer-Based Model on Tennessee Eastman Process Dataset.

Fabian Schoch, Pascal Graf, Tobias Schmieg, Carsten Wittenberg, Carsten Lanquillon, Nicolaj C. Stache

Proceedings of the 2024 IEEE 19th International Conference on Computer Science and Information Technologies (CSIT), 2024

2023

Rigor in Applied Data Science Research Based on DSR: A Literature Review.

Daniel Szafarski, Tobias Schmieg, Laslo Welz, Thomas Schäffer

Proceedings of the 12th International Conference on Data Science, 2023