Andreas Rausch

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 80

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Hamidreza Eivazi, Stefan H. A. Wittek, Andreas Rausch
Nonlinear model reduction for operator learning. Tiny Papers @ ICLR (2024)
Ayman Amyan, Mohammad Abboush, Christoph Knieke, Andreas Rausch
Automating Fault Test Cases Generation and Execution for Automotive Safety Validation via NLP and HIL Simulation. Sensors 24 (10) (2024)
Hamidreza Eivazi, Stefan H. A. Wittek, Andreas Rausch
Nonlinear model reduction for operator learning. CoRR (2024)
Mohammad Abboush, Christoph Knieke, Andreas Rausch
Representative Dataset Generation Framework for AI-based Failure Analysis during real-time Validation of Automotive Software Systems. HICSS (2024)
Hamidreza Eivazi, Mahyar Alikhani, Jendrik-Alexander Tröger, Stefan H. A. Wittek, Stefan Hartmann, Andreas Rausch
Enhancing Multiscale Simulations with Constitutive Relations-Aware Deep Operator Networks. CoRR (2024)
Sabrina Ludwig, Andreas Rausch, Viola Deutscher, Jürgen Seifried
Predicting problem-solving success in an office simulation applying N-grams and a random forest to behavioral process data. Comput. Educ. 218 (2024)
Joana M. Warnecke, Christian Baumgartner, Michael H. Breitner, Dominique F. Briechle, Thomas M. Deserno, Maximilian Heumann, Martin Johns, Alexander Picker, Andreas Rausch, Lars C. Wolf
Continuous Health Monitoring on Shared Mobility Devices: A Health-eScooter Prototype. HICSS (2024)
Christian Schindler, Andreas Rausch
Towards Inductive Learning of Formal Software Architecture Rules. HICSS (2024)
Mohammad Abboush, Christoph Knieke, Andreas Rausch
A Virtual Testing Framework for Real-Time Validation of Automotive Software Systems Based on Hardware in the Loop and Fault Injection. Sensors 24 (12) (2024)
Stefan H. A. Wittek, Sebastian Herold, Andreas Rausch
Introduction to the Minitrack on AI-based Methods and Applications for Software Engineering. HICSS (2024)
Michael H. Breitner, Christian Baumgartner, Thomas M. Deserno, Andreas Rausch
Introduction to the Minitrack on Healthcare Applications for Personal Vehicles. HICSS (2024)
Oliver Greulich, Christoph Knieke, Bassel Rafie, Andreas Rausch, Marco Kuhrmann
Software Process as a Service: Towards A Software Process Ecosystem. ICSSP (2024)
Basel Alhaji, Michael Prilla, Andreas Rausch
Robot Collaboration and Model Reliance Based on Its Trust in Human-Robot Interaction. INTERACT (2) (2023)
Nour Habib, Yunsu Cho, Abhishek Buragohain, Andreas Rausch
Towards Exploring Adversarial Learning for Anomaly Detection in Complex Driving Scenes. DeLTA (2023)
Nour Habib, Yunsu Cho, Abhishek Buragohain, Andreas Rausch
Towards exploring adversarial learning for anomaly detection in complex driving scenes. CoRR (2023)
Dimitri Bratzel, Stefan H. A. Wittek, Andreas Rausch
A Flood Prediction Benchmark Focused on Unknown Extreme Events. SIMULTECH (2023)
Adina Aniculaesei, Iqra Aslam, Daniel Bamal, Felix Helsch, Andreas Vorwald, Meng Zhang, Andreas Rausch
Connected Dependability Cage Approach for Safe Automated Driving. CoRR (2023)
Lukas Miklautz, Andrii Shkabrii, Collin Leiber, Bendeguz Tobias, Benedict Seidl, Elisabeth Weissensteiner, Andreas Rausch, Christian Böhm, Claudia Plant
Non-Redundant Image Clustering of Early Medieval Glass Beads. DSAA (2023)
Sabrina Ludwig, Andreas Rausch
The relationship between problem-solving behaviour and performance - Analysing tool use and information retrieval in a computer-based office simulation. J. Comput. Assist. Learn. 39 (2) (2023)
Iqra Aslam, Adina Aniculaesei, Abhishek Buragohain, Daniel Bamal, Andreas Rausch
Runtime Safety Assurance of Autonomous Vehicles used for Last-mile Delivery in Urban Environments. CoRR (2023)
Mohammad Abboush, Christoph Knieke, Andreas Rausch
Intelligent Identification of Simultaneous Faults of Automotive Software Systems Under Noisy and Imbalanced Data Using Ensemble LSTM and Random Forest. IEEE Access 11 (2023)
Mohammad Abboush, Christoph Knieke, Andreas Rausch
GRU-Based Denoising Autoencoder for Detection and Clustering of Unknown Single and Concurrent Faults during System Integration Testing of Automotive Software Systems. Sensors 23 (14) (2023)
Nils Wilken, Christoph Knieke, Eric Nyakam, Andreas Rausch, Christian Schindler, Christian Bartelt, Nikolaus Ziebura
Emergent Software Service Platform and its Application in a Smart Mobility Setting. CoRR (2023)
Fidae El Morer, Stefan H. A. Wittek, Andreas Rausch
Assessment of the suitability of degradation models for the planning of CCTV inspections of sewer pipes. CoRR (2023)
Sebastian Schwendemann, Andreas Rausch, Axel Sikora
Detailed Study of Different Degradation Stages of Bearings in a Practical Reference Dataset. ETFA (2023)
Holger Klus, Christoph Knieke, Andreas Rausch, Stefan H. A. Wittek
Software Engineering meets Artificial Intelligence. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 82 (2022)
Mohammad Abboush, Daniel Bamal, Christoph Knieke, Andreas Rausch
Hardware-in-the-Loop-Based Real-Time Fault Injection Framework for Dynamic Behavior Analysis of Automotive Software Systems. Sensors 22 (4) (2022)
Sebastian Lawrenz, Hendrik Poschmann, Andreas Rausch, Vera Stein
Data Trading Similarity Signature An Extended Data Trading Framework for Human and Non-Human Actors. HICSS (2022)
Mohammad Abboush, Daniel Bamal, Christoph Knieke, Andreas Rausch
Intelligent Fault Detection and Classification Based on Hybrid Deep Learning Methods for Hardware-in-the-Loop Test of Automotive Software Systems. Sensors 22 (11) (2022)
Mohamed Toufik Ailane, Adina Aniculaesei, Christoph Knieke, Andreas Rausch, Fauzi Sholichin
Towards Specification Completion for Systems with Emergent Behavior based on DevOps. CSCI (2022)
Mohamed Toufik Ailane, Christoph Knieke, Andreas Rausch
How to Extend the Abstraction Refinement Model for Systems with Emergent Behavior ? CoRR (2022)
Axel Hessenkämper, Falk Howar, Hardi Hungar, Andreas Rausch
Formal Methods for a Digital Industry - Industrial Track at ISoLA 2022. ISoLA (4) (2022)
Christoph Knieke, Andreas Rausch, Mirco Schindler
Tackling Software Architecture Erosion: Joint Architecture and Implementation Repairing by a Knowledge-based Approach. CoRR (2021)
Martin Vogel, Peter Knapik, Moritz Cohrs, Bernd Szyperrek, Winfried Pueschel, Haiko Etzel, Daniel Fiebig, Andreas Rausch, Marco Kuhrmann
Metrics in automotive software development: A systematic literature review. J. Softw. Evol. Process. 33 (2) (2021)
Basel Alhaji, Michael Prilla, Andreas Rausch
Trust, but Verify: Autonomous Robot Trust Modeling in Human-Robot Collaboration. HAI (2021)
Falk Howar, Hardi Hungar, Andreas Rausch
Formal Methods for a Digital Industry - Industrial Day at ISoLA 2021. ISoLA (2021)
Andreas Rausch, Azarmidokht Motamedi Sedeh, Meng Zhang
Autoencoder-based Semantic Novelty Detection: Towards Dependable AI-based Systems. CoRR (2021)
Christoph Knieke, Andreas Rausch, Mirco Schindler
Tackling Software Architecture Erosion: Joint Architecture and Implementation Repairing by a Knowledge-based Approach. APR@ICSE (2021)
Sebastian Lawrenz, Andreas Rausch
Don't Buy A Pig In A Poke A Framework for Checking Consumer Requirements In A Data Marketplace. HICSS (2021)
Sabrina Ludwig, Andreas Rausch, Viola Deutscher, Jürgen Seifried
Problem Solving Analytics (PSA) in the Web-Based Office Simulation LUCA. L@S (2021)
Basel Alhaji, Michael Prilla, Andreas Rausch
Trust Dynamics and Verbal Assurances in Human Robot Physical Collaboration. Frontiers Artif. Intell. 4 (2021)
Mohamed Toufik Ailane, Mohammad Abboush, Christoph Knieke, Abram Lawendy, Andreas Rausch
Toward Formalizing The Emergent Behavior in Software Engineering. SESoS-WDES@ICSE (2021)
Basel Alhaji, Michael Prilla, Andreas Rausch
Corrigendum: Trust Dynamics and Verbal Assurances in Human Robot Physical Collaboration. Frontiers Artif. Intell. 4 (2021)
Adina Aniculaesei, Andreas Vorwald, Meng Zhang, Andreas Rausch
Architecture-based Hybrid Approach to Verify Safety-critical Automotive System Functions by Combining Data-driven and Formal Methods. ICSA Companion (2021)
Robert Werner, Sebastian Lawrenz, Andreas Rausch
Blockchain Analysis Tool of a Cryptocurrency. ICBCT (2020)
Jörg Grieser, Meng Zhang, Tim Warnecke, Andreas Rausch
Assuring the Safety of End-to-End Learning-Based Autonomous Driving through Runtime Monitoring. DSD (2020)
Jan Toennemann, Adina Aniculaesei, Andreas Rausch
Asserting Functional Equivalence between C Code and SCADE Models in Code-to-Model Transformations. SAST (2020)
Steffen Blömeke, Mark Mennenga, Christoph Herrmann, Lars Kintscher, Gert Bikker, Sebastian Lawrenz, Priyanka Sharma, Andreas Rausch, Mathias Nippraschk, Daniel Goldmann, Hendrik Poschmann, Holger Brüggemann, Christian Scheller, Thomas Spengler
Recycling 4.0: An Integrated Approach Towards an Advanced Circular Economy. ICT4S (2020)
Tim Warnecke, Jörg Grieser, Meng Zhang, Andreas Vorwald, Andreas Rausch
Teaching Novices Supervised Learning with Autonomous Model Vehicles. CSEE&T (2020)
Basel Alhaji, Janine Beecken, Rüdiger Ehlers, Jan Gertheiss, Felix Merz, Jörg P. Müller, Michael Prilla, Andreas Rausch, Andreas Reinhardt, Delphine Reinhardt, Christian Rembe, Niels-Ole Rohweder, Christoph Schwindt, Stephan Westphal, Jürgen Zimmermann
Engineering Human-Machine Teams for Trusted Collaboration. Big Data Cogn. Comput. 4 (4) (2020)
Priyanka Sharma, Sebastian Lawrenz, Andreas Rausch
Towards Trustworthy and Independent Data Marketplaces. ICBCT (2020)
Sebastian Lawrenz, Vera Stein, Lukas Jacobs, Andreas Rausch
A Blockchain-Based Deposit System to Reduce WEE. ICBCT (2020)
Basel Alhaji, Andreas Rausch, Michael Prilla
Toward Mutual Trust Modeling in Human-Robot Collaboration. CoRR (2020)
Sebastian Lawrenz, Priyanka Sharma, Andreas Rausch
Blockchain Technology as an Approach for Data Marketplaces. ICBCT (2019)
Andreas Rausch, Thomas Schanze
Fractal Characterization of Subviral Particle Motion: On the Influence of Spatio-Temporal Interpolation Methods. EMBC (2019)
Rüdiger Ehlers, Jörg Grieser, Christoph Knieke, Andreas Rausch, Mirco Schindler
Quality Assurance of Machine Learned Models by Integrating Domain Knowledge and Formal Verification. SE/SWM (2019)
Adina Aniculaesei, Andreas Vorwald, Andreas Rausch
Using the SCADE Toolchain to Generate Requirements-Based Test Cases for an Adaptive Cruise Control System. MoDELS (Companion) (2019)
Karl-Falco Storm, Paul Hochrein, Peter Engel, Andreas Rausch
Applicability of Neural Networks for Driving Style Classification and Maneuver Detection. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 78 (2018)
Adina Aniculaesei, Falk Howar, Peer Denecke, Andreas Rausch
Automated generation of requirements-based test cases for an adaptive cruise control system. VST@SANER (2018)
Jan Toennemann, Andreas Rausch, Falk Howar, Benjamin Cool
Checking Consistency of Real-Time Requirements on Distributed Automotive Control Software Early in the Development Process Using UPPAAL. FMICS (2018)
Adina Aniculaesei, Jörg Grieser, Andreas Rausch, Karina Rehfeldt, Tim Warnecke
Toward a Holistic Software Systems Engineering Approach for Dependable Autonomous Systems. SEFAIAS@ICSE (2018)
Steffen Küpper, Andreas Rausch, Urs Andelfinger
Towards the systematic development of hybrid software development processes. ICSSP (2018)
Axel Hessenkämper, Falk Howar, Andreas Rausch
Digital Transformation Trends: Industry 4.0, Automation, and AI - Industrial Track at ISoLA 2018. ISoLA (4) (2018)
David Wiegmann, Holger Brüggemann, Andreas Rausch
Design and Evaluation of a Human-Like Puppet as an Input Device for Ergonomic Simulation. HCI (16) (2017)
Steffen Küpper, Marco Kuhrmann, Matthias Wiatrok, Urs Andelfinger, Andreas Rausch
Is There a Blueprint for Building an Agile Culture? Vorgehensmodelle (2017)
Marco Kuhrmann, Thomas Ternité, Jan Friedrich, Andreas Rausch, Manfred Broy
Flexible software process lines in practice: A metamodel-based approach to effectively construct and manage families of software process models. Software Engineering (2017)
Mark Schudeleit, Meng Zhang, Xiaofei Qi, Ferit Küçükay, Andreas Rausch
Enhancement of an Adaptive HEV Operating Strategy Using Machine Learning Algorithms. ISoLA (2) (2016)
Benjamin Cool, Christoph Knieke, Andreas Rausch, Mirco Schindler, Arthur Strasser, Martin Vogel, Oliver Brox, Stefanie Jauns-Seyfried
From product architectures to a managed automotive software product line architecture. SAC (2016)
Marco Kuhrmann, Thomas Ternité, Jan Friedrich, Andreas Rausch, Manfred Broy
Flexible software process lines in practice: A metamodel-based approach to effectively construct and manage families of software process models. J. Syst. Softw. 121 (2016)
Henrik Peters, Falk Howar, Andreas Rausch
Towards Inferring Environment Models for Control Functions from Recorded Signal Data. VST@SANER (2016)
Sandra Bergner, Christian Bartelt, Klaus Bergner, Andreas Rausch
Methodology for an Ontology-Driven Product Configuration Process. MKWI (2016)
Stefan H. A. Wittek, Michael Göttsche, Andreas Rausch, Jens Grabowski
Towards Multi-Level-Simulation using Dynamic Cloud Environments. SIMULTECH (2016)
Stefan Schmid, Arne Bröring, Denis Kramer, Sebastian Käbisch, Achille Zappa, Martin Lorenz, Yong Wang, Andreas Rausch, Luca Gioppo
An Architecture for Interoperable IoT Ecosystems. InterOSS@IoT (2016)
Malte Mauritz, Falk Howar, Andreas Rausch
Assuring the Safety of Advanced Driver Assistance Systems Through a Combination of Simulation and Runtime Monitoring. ISoLA (2) (2016)
Adina Aniculaesei, Daniel Arnsberger, Falk Howar, Andreas Rausch
Towards the Verification of Safety-critical Autonomous Systems in Dynamic Environments. V2CPS@IFM (2016)
Falk Howar, Karl Meinke, Andreas Rausch
Learning Systems: Machine-Learning in Software Products and Learning-Based Analysis of Software Systems - Special Track at ISoLA 2016. ISoLA (2) (2016)
Christian Bartelt, Andreas Rausch, Karina Rehfeldt
Quo vadis cyber-physical systems: research areas of cyber-physical ecosystems: a position paper. CTSE@SIGSOFT FSE (2015)
Malte Mauritz, Falk Howar, Andreas Rausch
From Simulation to Operation: Using Design Time Artifacts to Ensure the Safety of Advanced Driving Assistance Systems at Runtime. MASE@MoDELS (2015)
Sebastian Herold, Jim Buckley, Andreas Rausch
Second Workshop on Software Architecture Erosion and Architectural Consistency (SAEroCon 2015). ECSA Workshops (2015)
Mirco Schindler, Oliver Fox, Andreas Rausch
Clustering Source Code Elements by Semantic Similarity Using Wikipedia. RAISE@ICSE (2015)
Matthias Mair, Sebastian Herold, Andreas Rausch
Towards flexible automated software architecture erosion diagnosis and treatment. WICSA Companion (2014)
Daning Wang, Andreas Rausch, Sheng Li, Hongwei Zhang, Junwen Li
Sensors and Simulation Cooperative Module Based Information Management Command System in Mine Dynamic Disaster Prevention. ISPE CE (2014)
Joachim Schramm, Patrick Dohrmann, Andreas Rausch, Thomas Ternité
Process Model Engineering Lifecycle: Holistic Concept Proposal and Systematic Literature Review. EUROMICRO-SEAA (2014)
Marco Körner, Sebastian Herold, Andreas Rausch
Composition of applications based on software product lines using architecture fragments and component sets. WICSA Companion (2014)
Franz Huber, Andreas Rausch, Bernhard Rumpe
Modeling Dynamic Component Interfaces. CoRR (2014)
Stefan T. Ruehl, Urs Andelfinger, Andreas Rausch, Stephan A. W. Verclas
Who may share with Whom?! Mixed-Tenancy: Conditional Sharing of Cloud Resources. GI-Jahrestagung (2014)
Axel Grewe, Marcel Ibe, Frank Nehuis, Andreas Rausch, Thomas Vietor
Development of a Modeling Language to Connect Features, Functions and Components. CSER (2014)
Martin Vogel, Tim Warnecke, Christian Bartelt, Andreas Rausch
Scribbler - Drawing Models in a Creative and Collaborative Environment: from Hand-Drawn Sketches to Domain Specific Models. AUIC (2014)
Christian Bartelt, Manfred Broy, Christoph Herrmann, Eric Knauss, Marco Kuhrmann, Andreas Rausch, Bernhard Rumpe, Kurt Schneider
Orchestration of Global Software Engineering Projects. CoRR (2014)
Arthur Strasser, Benjamin Cool, Christoph Gernert, Christoph Knieke, Marco Körner, Dirk Niebuhr, Henrik Peters, Andreas Rausch, Oliver Brox, Stefanie Jauns-Seyfried, Hanno Jelden, Stefan Klie, Michael Krämer
Mastering Erosion of Software Architecture in Automotive Software Product Lines. SOFSEM (2014)
Andreas Rausch, Christian Bartelt, Sebastian Herold, Holger Klus, Dirk Niebuhr
From Software Systems to Complex Software Ecosystems: Model- and Constraint-Based Engineering of Ecosystems. Perspectives on the Future of Software Engineering (2013)
Constanze Deiters, Andreas Rausch, Mirco Schindler
Using spectral clustering to automate identification and optimization of component structures. RAISE@ICSE (2013)
Sebastian Herold, Andreas Rausch
Complementing model-driven development for the detection of software architecture erosion. MiSE (2013)
Sebastian Herold, Matthias Mair, Andreas Rausch, Ingrid Schindler
Checking Conformance with Reference Architectures: A Case Study. EDOC (2013)
Christian Bartelt, Benjamin Fischer, Andreas Rausch
Towards a Decentralized Middleware for Composition of Resource-limited Components to Realize Distributed Applications. PECCS (2013)
Christian Bartelt, Volker Böß, Jan Brüning, Andreas Rausch, Berend Denkena, Jean Paul Tatou
A Software Architecture to Synchronize Interactivity of Concurrent Simulations in Systems Engineering. ISPE CE (2013)
Stefan T. Ruehl, Urs Andelfinger, Andreas Rausch, Stephan A. W. Verclas
Toward Realization of Deployment Variability for Software-as-a-Service Applications. IEEE CLOUD (2012)
Marc Janßen, Christian Bartelt, Andreas Rausch
Werkzeugunterstützung bei kooperativer Modellierung und Variantenmanagement von Motorsteuergeräte-Funktionen. GI-Jahrestagung (2012)
Andreas Rausch, Jörg P. Müller, Dirk Niebuhr, Sebastian Herold, Ursula Goltz
IT ecosystems: A new paradigm for engineering complex adaptive software systems. DEST (2012)
Harald Klein, Eric Knauss, Andreas Rausch
Scaling Software Development Methods from Co-located to Distributed. SWQD (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Rausch