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ORCIDAndreas Schütze
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2020 – today
- 2024
[c24]Sebastian Pültz, Torsten Bley, Tizian Schneider, Andreas Schütze:
Qualification of an IR Test Bench for Hydrogen Quality at High Pressure. I2MTC 2024: 1-5- [c23]Julian Schauer, Payman Goodarzi, Andreas Schütze, Tizian Schneider:
Deep Neural Network Representation for Explainable Machine Learning Algorithms: A Method for Hardware Acceleration. I2MTC 2024: 1-6 - [c22]Dennis Arendes, Yannick Robin
, Johannes Amann, Annika Petto, Andreas Schütze, Christian Bur:
Transfer Learning Between Two Different Datasets of MOS Gas Sensors. ISOEN 2024: 1-3 - [c21]Christian Bur, Ksenia Karst, Felix Maurer, Stefan Radermacher, Sascha Kreuer, Andreas Schütze:
Monitoring of Propofol in an Ex Vivo Lung Model. ISOEN 2024: 1-4 - 2023
- [c20]Payman Goodarzi, Steffen Klein, Andreas Schütze, Tizian Schneider:
Comparing Different Feature Extraction Methods in Condition Monitoring Applications. I2MTC 2023: 1-6 - [c19]Yannick Robin, Johannes Amann, Payman Goodarzi, Tizian Schneider, Andreas Schütze, Christian Bur:
Comparison of Explainable Machine Learning Algorithms for Optimization of Virtual Gas Sensor Arrays. I2MTC 2023: 1-6 - [c18]Christopher Schnur, Yannick Robin, Payman Goodarzi, Tanja Dorst, Andreas Schütze, Tizian Schneider:
Development of a bearing test-bed for acquiring data for robust and transferable machine learning. I2MTC 2023: 1-6 - [c17]Oliver Brieger, My Sa Marschibois, Gerhard Eggert, Andreas Schütze, Christian Bur:
MOS Sensors Characterizing Gas Absorption Dynamics for Art Conservation. SENSORS 2023: 1-4 - [i3]Payman Goodarzi, Yannick Robin, Andreas Schütze, Tizian Schneider:
Deep convolutional neural networks for cyclic sensor data. CoRR abs/2308.06987 (2023) - [i2]Payman Goodarzi, Andreas Schütze, Tizian Schneider:
Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios. CoRR abs/2308.14632 (2023) - [i1]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:
Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR abs/2312.13744 (2023) - 2022
- [j9]Christopher Schnur, Payman Goodarzi, Yevgeniya Lugovtsova, Jannis Bulling, Jens Prager, Kilian Tschöke, Jochen Moll, Andreas Schütze, Tizian Schneider:
Towards Interpretable Machine Learning for Automated Damage Detection Based on Ultrasonic Guided Waves. Sensors 22(1): 406 (2022) - [c16]Oliver Brieger, Julian Joppich, Caroline Schultealbert, Tobias Baur, Christian Bur, Andreas Schütze:
Microstructured MOS Gas Sensor as GC detector. ISOEN 2022: 1-2 - [c15]Julian Joppich, Oliver Brieger, Ksenia Karst, Daniel Becher, Christian Bur, Andreas Schütze:
MOS Gas Sensors for Food Quality Monitoring using GC- MS and Human Perception as Reference. ISOEN 2022: 1-4 - [c14]Julian Joppich, Wolfhard Reimringer, Thorsten Conrad, Bettina Mannebeck, Christoph Mannebeck, Christian Bur, Andreas Schütze:
Calibration of Sensor Systems for Odor Monitoring: an Approach and its Limits. ISOEN 2022: 1-4 - [c13]Wolfhard Reimringer, Julian Joppich, Martin Leidinger, Caroline Schultealbert, Andreas Schütze, Thorsten Conrad:
A Modular Sensor System Design for Instrumental Odor Monitoring. ISOEN 2022: 1-3 - [c12]Yannick Robin, Johannes Amann, Payman Goodarzi, Andreas Schütze, Christian Bur:
Transfer Learning to Significantly Reduce the Calibration Time of MOS Gas Sensors. ISOEN 2022: 1-4 - 2021
- [j8]Sebastian Höfner, Michael Hirth, Jochen Kuhn, Benjamin Brück, Andreas Schütze:
Modeling of the Function Principle of Semiconductor Gas Sensors for High School Students. Int. J. Online Biomed. Eng. 17(3): 5-25 (2021) - [j7]Sebastian Höfner, Andreas Schütze, Michael Hirth, Jochen Kuhn, Benjamin Brück:
Calibration of Metal Oxide Semiconductor Gas Sensors by High School Students. Int. J. Online Biomed. Eng. 17(4): 4-20 (2021) - [c11]Yannick Robin, Payman Goodarzi, Tobias Baur, Caroline Schultealbert, Andreas Schütze, Tizian Schneider:
Machine Learning based calibration time reduction for Gas Sensors in Temperature Cycled Operation. I2MTC 2021: 1-6
2010 – 2019
- 2019
- [j6]Marius Rodner, Donatella Puglisi, Sebastian Ekeroth, Ulf Helmersson, Ivan Shtepliuk, Rositsa Yakimova, Andreas Skallberg, Kajsa Uvdal, Andreas Schütze, Jens Eriksson:
Graphene Decorated with Iron Oxide Nanoparticles for Highly Sensitive Interaction with Volatile Organic Compounds. Sensors 19(4): 918 (2019) - [c10]Tanja Dorst, Björn Ludwig, Sascha Eichstädt, Tizian Schneider, Andreas Schütze:
Metrology for the factory of the future: towards a case study in condition monitoring. I2MTC 2019: 1-5 - [c9]Tizian Schneider, Steffen Klein, Anne Blum, Leonie Schirmer, Rainer Müller, Andreas Schütze:
Combination of Human and Machine Intelligence to Optimize Assembly. SA 2019: 1-4 - 2018
- [j5]Caroline Schultealbert, Tobias Baur, Andreas Schütze, Tilman Sauerwald:
Facile Quantification and Identification Techniques for Reducing Gases over a Wide Concentration Range Using a MOS Sensor in Temperature-Cycled Operation. Sensors 18(3): 744 (2018) - [c8]Tizian Schneider, Nikolai Helwig, Andreas Schütze:
Automatic feature extraction and selection for condition monitoring and related datasets. I2MTC 2018: 1-6 - [d1]Nikolai Helwig, Eliseo Pignanelli, Andreas Schütze:
Condition monitoring of hydraulic systems. UCI Machine Learning Repository, 2018
- 2016
- [c7]Manuel Bastuck, Donatella Puglisi, Anita Lloyd Spetz, Andreas Schütze, Mike Andersson:
Characterizing the influence of gate bias on electrical and catalytical properties of a porous platinum gate on field effect gas sensors. IEEE SENSORS 2016: 1-3 - [c6]Martin Leidinger, Tilman Sauerwald, Andreas Schütze, Christine Alepee, Max Rieger:
Integrated pre-concentrator gas sensor system for improved trace gas sensing performance. IEEE SENSORS 2016: 1-3 - [c5]Manuel Bastuck, Tobias Baur, Andreas Schütze:
Fusing cyclic sensor data with different cycle length. MFI 2016: 72-77 - 2015
- [c4]Matthias Klusch, Ankush Prabhu Meshram, Andreas Schütze, Nikolai Helwig:
iCM-Hydraulic: semantics-empowered condition monitoring of hydraulic machines. SEMANTiCS 2015: 81-88 - [c3]Nikolai Helwig, Eliseo Pignanelli, Andreas Schütze:
Condition monitoring of a complex hydraulic system using multivariate statistics. I2MTC 2015: 210-215 - 2014
- [c2]Matthias Klusch, Ankush Prabhu Meshram, Patrick Kapahnke, Andreas Schütze:
ICM-Wind: semantics-empowered fluid condition monitoring of wind turbines. SAC 2014: 308-315 - 2012
- [j4]Matthias Pelkner, Andreas Neubauer, Verena Reimund, Marc Kreutzbruck, Andreas Schütze:
Routes for GMR-Sensor Design in Non-Destructive Testing. Sensors 12(9): 12169-12183 (2012) - [j3]Christian Krutzler, Alexander Unger, Harald Marhold, Thomas Fricke, Thorsten Conrad, Andreas Schütze:
Influence of MOS Gas-Sensor Production Tolerances on Pattern Recognition Techniques in Electronic Noses. IEEE Trans. Instrum. Meas. 61(1): 276-283 (2012) - [c1]René Sallier, Katja Beckhäuser, Benjamin Brück, Andreas Schütze:
An integrated approach for enhancing the interest of pupils in natural sciences and engineering. EDUCON 2012: 1-6 - 2011
- [j2]René Sallier, Katja Beckhäuser, Benjamin Brück, Andreas Schütze:
Improved Cooperation between Schools and Science Labs by Adapting Experiments to the Curriculum. Int. J. Online Eng. 7(2): 40-47 (2011) - 2010
- [j1]René Sallier, Rüdiger Mißler, Benjamin Brück, Andreas Schütze:
VenDASys - A Versatile Experimentation Platform for Educational Purposes. Int. J. Online Eng. 6(3): 43-49 (2010)
Coauthor Index
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