Tizian Schneider

15 papers Journal 3Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Feature Extraction Based On Signal Similarity for Damage Detection with Ultrasonic Guided Waves. I2MTC Houssam El Moutaouakil, Vittorio Memmolo, Julian Schauer, Payman Goodarzi, Tizian Schneider, Andreas Schütze
2024	—	`conf`	Deep Neural Network Representation for Explainable Machine Learning Algorithms: A Method for Hardware Acceleration. I2MTC Julian Schauer, Payman Goodarzi, Andreas Schütze, Tizian Schneider
2024	—	`conf`	Energy-Efficient Implementation of Explainable Feature Extraction Algorithms for Smart Sensor Data Processing. IEEE SENSORS Julian Schauer, Payman Goodarzi, Andreas Schütze, Tizian Schneider
2024	—	`—`	On automatic machine learning for industrial condition monitoring. Tizian Schneider
2024	—	`conf`	Qualification of an IR Test Bench for Hydrogen Quality at High Pressure. I2MTC Sebastian Pültz, Torsten Bley, Tizian Schneider, Andreas Schütze
2023	J	`jnl`	Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios. CoRR Payman Goodarzi, Andreas Schütze, Tizian Schneider
2023	—	`conf`	Comparing Different Feature Extraction Methods in Condition Monitoring Applications. I2MTC Payman Goodarzi, Steffen Klein, Andreas Schütze, Tizian Schneider
2023	—	`conf`	Comparison of Explainable Machine Learning Algorithms for Optimization of Virtual Gas Sensor Arrays. I2MTC Yannick Robin, Johannes Amann, Payman Goodarzi, Tizian Schneider, Andreas Schütze, Christian Bur
2023	J	`jnl`	Deep convolutional neural networks for cyclic sensor data. CoRR Payman Goodarzi, Yannick Robin, Andreas Schütze, Tizian Schneider
2023	—	`conf`	Development of a bearing test-bed for acquiring data for robust and transferable machine learning. I2MTC Christopher Schnur, Yannick Robin, Payman Goodarzi, Tanja Dorst, Andreas Schütze, Tizian Schneider
2022	J	`jnl`	Towards Interpretable Machine Learning for Automated Damage Detection Based on Ultrasonic Guided Waves. Sensors Christopher Schnur, Payman Goodarzi, Yevgeniya Lugovtsova, Jannis Bulling, Jens Prager, Kilian Tschöke, Jochen Moll, Andreas Schütze, Tizian Schneider
2021	—	`conf`	Machine Learning based calibration time reduction for Gas Sensors in Temperature Cycled Operation. I2MTC Yannick Robin, Payman Goodarzi, Tobias Baur, Caroline Schultealbert, Andreas Schütze, Tizian Schneider
2019	—	`conf`	Combination of Human and Machine Intelligence to Optimize Assembly. SA Tizian Schneider, Steffen Klein, Anne Blum, Leonie Schirmer, Rainer Müller, Andreas Schütze
2019	—	`conf`	Metrology for the factory of the future: towards a case study in condition monitoring. I2MTC Tanja Dorst, Björn Ludwig, Sascha Eichstädt, Tizian Schneider, Andreas Schütze
2018	—	`conf`	Automatic feature extraction and selection for condition monitoring and related datasets. I2MTC Tizian Schneider, Nikolai Helwig, Andreas Schütze