Andreas Schütze

According to our database, Andreas Schütze authored at least 38 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Monitoring of Propofol in an Ex Vivo Lung Model.

Christian Bur, Ksenia Karst, Felix Maurer, Stefan Radermacher, Sascha Kreuer, Andreas Schütze

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2024

Transfer Learning Between Two Different Datasets of MOS Gas Sensors.

Dennis Arendes, Yannick Robin, Johannes Amann, Annika Petto, Andreas Schütze, Christian Bur

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2024

Energy-Efficient Implementation of Explainable Feature Extraction Algorithms for Smart Sensor Data Processing.

Julian Schauer, Payman Goodarzi, Andreas Schütze, Tizian Schneider

Proceedings of the 2024 IEEE SENSORS, Kobe, Japan, October 20-23, 2024, 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

Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches.

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

CoRR, 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

MOS Sensors Characterizing Gas Absorption Dynamics for Art Conservation.

Oliver Brieger, My Sa Marschibois, Gerhard Eggert, Andreas Schütze, Christian Bur

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 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

Transfer Learning to Significantly Reduce the Calibration Time of MOS Gas Sensors.

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

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

A Modular Sensor System Design for Instrumental Odor Monitoring.

Wolfhard Reimringer, Julian Joppich, Martin Leidinger, Caroline Schultealbert, Andreas Schütze, Thorsten Conrad

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Calibration of Sensor Systems for Odor Monitoring: an Approach and its Limits.

Julian Joppich, Wolfhard Reimringer, Thorsten Conrad, Bettina Mannebeck, Christoph Mannebeck, Christian Bur, Andreas Schütze

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

MOS Gas Sensors for Food Quality Monitoring using GC- MS and Human Perception as Reference.

Julian Joppich, Oliver Brieger, Ksenia Karst, Daniel Becher, Christian Bur, Andreas Schütze

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Microstructured MOS Gas Sensor as GC detector.

Oliver Brieger, Julian Joppich, Caroline Schultealbert, Tobias Baur, Christian Bur, Andreas Schütze

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

2021

Calibration of Metal Oxide Semiconductor Gas Sensors by High School Students.

Sebastian Höfner, Andreas Schütze, Michael Hirth, Jochen Kuhn, Benjamin Brück

Int. J. Online Biomed. Eng., 2021

Modeling of the Function Principle of Semiconductor Gas Sensors for High School Students.

Sebastian Höfner, Michael Hirth, Jochen Kuhn, Benjamin Brück, Andreas Schütze

Int. J. Online Biomed. Eng., 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

Graphene Decorated with Iron Oxide Nanoparticles for Highly Sensitive Interaction with Volatile Organic Compounds.

Marius Rodner, Donatella Puglisi, Sebastian Ekeroth, Ulf Helmersson, Ivan Shtepliuk, Rositsa Yakimova, Andreas Skallberg, Kajsa Uvdal, Andreas Schütze, Jens Eriksson

Sensors, 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

Condition monitoring of hydraulic systems.

Nikolai Helwig, Eliseo Pignanelli, Andreas Schütze

Dataset, April, 2018

Facile Quantification and Identification Techniques for Reducing Gases over a Wide Concentration Range Using a MOS Sensor in Temperature-Cycled Operation.

Caroline Schultealbert, Tobias Baur, Andreas Schütze, Tilman Sauerwald

Sensors, 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

2016

Fusing cyclic sensor data with different cycle length.

Manuel Bastuck, Tobias Baur, Andreas Schütze

Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Integrated pre-concentrator gas sensor system for improved trace gas sensing performance.

Martin Leidinger, Tilman Sauerwald, Andreas Schütze, Christine Alepee, Max Rieger

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Characterizing the influence of gate bias on electrical and catalytical properties of a porous platinum gate on field effect gas sensors.

Manuel Bastuck, Donatella Puglisi, Anita Lloyd Spetz, Andreas Schütze, Mike Andersson

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

2015

Condition monitoring of a complex hydraulic system using multivariate statistics.

Nikolai Helwig, Eliseo Pignanelli, Andreas Schütze

Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

iCM-Hydraulic: semantics-empowered condition monitoring of hydraulic machines.

Matthias Klusch, Ankush Prabhu Meshram, Andreas Schütze, Nikolai Helwig

Proceedings of the 11th International Conference on Semantic Systems, 2015

2014

ICM-Wind: semantics-empowered fluid condition monitoring of wind turbines.

Matthias Klusch, Ankush Prabhu Meshram, Patrick Kapahnke, Andreas Schütze

Proceedings of the Symposium on Applied Computing, 2014

2012

Influence of MOS Gas-Sensor Production Tolerances on Pattern Recognition Techniques in Electronic Noses.

Christian Krutzler, Alexander Unger, Harald Marhold, Thomas Fricke, Thorsten Conrad, Andreas Schütze

IEEE Trans. Instrum. Meas., 2012

Routes for GMR-Sensor Design in Non-Destructive Testing.

Matthias Pelkner, Andreas Neubauer, Verena Reimund, Marc Kreutzbruck, Andreas Schütze

Sensors, 2012

An integrated approach for enhancing the interest of pupils in natural sciences and engineering.

René Sallier, Katja Beckhäuser, Benjamin Brück, Andreas Schütze

Proceedings of the IEEE Global Engineering Education Conference, 2012

2011

Improved Cooperation between Schools and Science Labs by Adapting Experiments to the Curriculum.

René Sallier, Katja Beckhäuser, Benjamin Brück, Andreas Schütze

Int. J. Online Eng., 2011

2010

VenDASys - A Versatile Experimentation Platform for Educational Purposes.

René Sallier, Rüdiger Mißler, Benjamin Brück, Andreas Schütze

Int. J. Online Eng., 2010