Tizian Schneider

According to our database, Tizian Schneider authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

On automatic machine learning for industrial condition monitoring.

Tizian Schneider

PhD thesis, 2024

Deep Neural Network Representation for Explainable Machine Learning Algorithms: A Method for Hardware Acceleration.

Julian Schauer, Payman Goodarzi, Andreas Schütze, Tizian Schneider

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

Qualification of an IR Test Bench for Hydrogen Quality at High Pressure.

Sebastian Pültz, Torsten Bley, Tizian Schneider, Andreas Schütze

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios.

Payman Goodarzi, Andreas Schütze, Tizian Schneider

CoRR, 2023

Deep convolutional neural networks for cyclic sensor data.

Payman Goodarzi, Yannick Robin, Andreas Schütze, Tizian Schneider

CoRR, 2023

Development of a bearing test-bed for acquiring data for robust and transferable machine learning.

Christopher Schnur, Yannick Robin, Payman Goodarzi, Tanja Dorst, Andreas Schütze, Tizian Schneider

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Comparison of Explainable Machine Learning Algorithms for Optimization of Virtual Gas Sensor Arrays.

Yannick Robin, Johannes Amann, Payman Goodarzi, Tizian Schneider, Andreas Schütze, Christian Bur

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Comparing Different Feature Extraction Methods in Condition Monitoring Applications.

Payman Goodarzi, Steffen Klein, Andreas Schütze, Tizian Schneider

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

Towards Interpretable Machine Learning for Automated Damage Detection Based on Ultrasonic Guided Waves.

Christopher Schnur, Payman Goodarzi, Yevgeniya Lugovtsova, Jannis Bulling, Jens Prager, Kilian Tschöke, Jochen Moll, Andreas Schütze, Tizian Schneider

Sensors, 2022

2021

Machine Learning based calibration time reduction for Gas Sensors in Temperature Cycled Operation.

Yannick Robin, Payman Goodarzi, Tobias Baur, Caroline Schultealbert, Andreas Schütze, Tizian Schneider

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2019

Combination of Human and Machine Intelligence to Optimize Assembly.

Tizian Schneider, Steffen Klein, Anne Blum, Leonie Schirmer, Rainer Müller, Andreas Schütze

Proceedings of the First International Conference on Societal Automation, 2019

Metrology for the factory of the future: towards a case study in condition monitoring.

Tanja Dorst, Björn Ludwig, Sascha Eichstädt, Tizian Schneider, Andreas Schütze

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

2018

Automatic feature extraction and selection for condition monitoring and related datasets.

Tizian Schneider, Nikolai Helwig, Andreas Schütze

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018