Andreas Schütze

40 papers C 1Misc 2Journal 13Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Machine Learning Dataset of Artificial Inner Ring Damage on Cylindrical Roller Bearings Measured Under Varying Cross-Influences. Data Christopher Schnur, Payman Goodarzi, Yannick Robin, Julian Schauer, Andreas Schütze
2025	—	`conf`	Efficient Distribution-Aware Ensemble Learning for Multi-Sensor Systems. I2MTC Payman Goodarzi, Julian Schauer, Andreas Schütze
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	—	`conf`	Monitoring of Propofol in an Ex Vivo Lung Model. ISOEN Christian Bur, Ksenia Karst, Felix Maurer, Stefan Radermacher, Sascha Kreuer, Andreas Schütze
2024	—	`conf`	Qualification of an IR Test Bench for Hydrogen Quality at High Pressure. I2MTC Sebastian Pültz, Torsten Bley, Tizian Schneider, Andreas Schütze
2024	—	`conf`	Transfer Learning Between Two Different Datasets of MOS Gas Sensors. ISOEN Dennis Arendes, Yannick Robin, Johannes Amann, Annika Petto, Andreas Schütze, Christian Bur
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
2023	—	`conf`	MOS Sensors Characterizing Gas Absorption Dynamics for Art Conservation. SENSORS Oliver Brieger, My Sa Marschibois, Gerhard Eggert, Andreas Schütze, Christian Bur
2023	J	`jnl`	Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR Klaus-Dieter Sommer, Peter Harris, Sascha Eichstädt, Roland Füssl, Tanja Dorst, Andreas Schütze, Michael Heizmann, Nadine Schiering, Andreas Maier, Yuhui Luo, Christos Tachtatzis, Ivan Andonovic, Gordon Gourlay
2022	—	`conf`	A Modular Sensor System Design for Instrumental Odor Monitoring. ISOEN Wolfhard Reimringer, Julian Joppich, Martin Leidinger, Caroline Schultealbert, Andreas Schütze, Thorsten Conrad
2022	—	`conf`	Calibration of Sensor Systems for Odor Monitoring: an Approach and its Limits. ISOEN Julian Joppich, Wolfhard Reimringer, Thorsten Conrad, Bettina Mannebeck, Christoph Mannebeck, Christian Bur, Andreas Schütze
2022	—	`conf`	MOS Gas Sensors for Food Quality Monitoring using GC- MS and Human Perception as Reference. ISOEN Julian Joppich, Oliver Brieger, Ksenia Karst, Daniel Becher, Christian Bur, Andreas Schütze
2022	—	`conf`	Microstructured MOS Gas Sensor as GC detector. ISOEN Oliver Brieger, Julian Joppich, Caroline Schultealbert, Tobias Baur, Christian Bur, Andreas Schütze
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
2022	—	`conf`	Transfer Learning to Significantly Reduce the Calibration Time of MOS Gas Sensors. ISOEN Yannick Robin, Johannes Amann, Payman Goodarzi, Andreas Schütze, Christian Bur
2021	J	`jnl`	Calibration of Metal Oxide Semiconductor Gas Sensors by High School Students. Int. J. Online Biomed. Eng. Sebastian Höfner, Andreas Schütze, Michael Hirth, Jochen Kuhn, Benjamin Brück
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
2021	J	`jnl`	Modeling of the Function Principle of Semiconductor Gas Sensors for High School Students. Int. J. Online Biomed. Eng. Sebastian Höfner, Michael Hirth, Jochen Kuhn, Benjamin Brück, Andreas Schütze
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	J	`jnl`	Graphene Decorated with Iron Oxide Nanoparticles for Highly Sensitive Interaction with Volatile Organic Compounds. Sensors Marius Rodner, Donatella Puglisi, Sebastian Ekeroth, Ulf Helmersson, Ivan Shtepliuk, Rositsa Yakimova, Andreas Skallberg, Kajsa Uvdal, Andreas Schütze, Jens Eriksson
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
2018	J	`jnl`	Facile Quantification and Identification Techniques for Reducing Gases over a Wide Concentration Range Using a MOS Sensor in Temperature-Cycled Operation. Sensors Caroline Schultealbert, Tobias Baur, Andreas Schütze, Tilman Sauerwald
2016	—	`conf`	Characterizing the influence of gate bias on electrical and catalytical properties of a porous platinum gate on field effect gas sensors. IEEE SENSORS Manuel Bastuck, Donatella Puglisi, Anita Lloyd Spetz, Andreas Schütze, Mike Andersson
2016	—	`conf`	Fusing cyclic sensor data with different cycle length. MFI Manuel Bastuck, Tobias Baur, Andreas Schütze
2016	—	`conf`	Integrated pre-concentrator gas sensor system for improved trace gas sensing performance. IEEE SENSORS Martin Leidinger, Tilman Sauerwald, Andreas Schütze, Christine Alepee, Max Rieger
2015	—	`conf`	Condition monitoring of a complex hydraulic system using multivariate statistics. I2MTC Nikolai Helwig, Eliseo Pignanelli, Andreas Schütze
2015	Misc	`conf`	iCM-Hydraulic: semantics-empowered condition monitoring of hydraulic machines. SEMANTiCS Matthias Klusch, Ankush Prabhu Meshram, Andreas Schütze, Nikolai Helwig
2014	Misc	`conf`	ICM-Wind: semantics-empowered fluid condition monitoring of wind turbines. SAC Matthias Klusch, Ankush Prabhu Meshram, Patrick Kapahnke, Andreas Schütze
2012	C	`conf`	An integrated approach for enhancing the interest of pupils in natural sciences and engineering. EDUCON René Sallier, Katja Beckhäuser, Benjamin Brück, Andreas Schütze
2012	J	`jnl`	Influence of MOS Gas-Sensor Production Tolerances on Pattern Recognition Techniques in Electronic Noses. IEEE Trans. Instrum. Meas. Christian Krutzler, Alexander Unger, Harald Marhold, Thomas Fricke, Thorsten Conrad, Andreas Schütze
2012	J	`jnl`	Routes for GMR-Sensor Design in Non-Destructive Testing. Sensors Matthias Pelkner, Andreas Neubauer, Verena Reimund, Marc Kreutzbruck, Andreas Schütze
2011	J	`jnl`	Improved Cooperation between Schools and Science Labs by Adapting Experiments to the Curriculum. Int. J. Online Eng. René Sallier, Katja Beckhäuser, Benjamin Brück, Andreas Schütze
2010	J	`jnl`	VenDASys - A Versatile Experimentation Platform for Educational Purposes. Int. J. Online Eng. René Sallier, Rüdiger Mißler, Benjamin Brück, Andreas Schütze