Bernhard Bauer

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 63

Top Venues

MODELSWARD

BMSD

ICEIS (1)

MODELSWARD (Revised Selected Papers)

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Paula Ziethmann, Fabian Stieler, Raphael Pfrommer, Kerstin Schlögl-Flierl, Bernhard Bauer
Towards a Framework for Interdisciplinary Studies in Explainable Artificial Intelligence. HCI (51) (2024)
Philipp Schloyer, Peter Knauer, Bernhard Bauer, Dominik Merli
Automating Side-Channel Testing for Embedded Systems: A Continuous Integration Approach. ARES (2024)
Julian Bichl, Thomas Driessen, Melanie Langermeier, Bernhard Bauer
GraphVault: A Temporal Graph Persistence Engine. ICEIS (1) (2024)
Miriam Elia, Fabian Stieler, Fabian Ripke, Marius Nann, Sarah Dopfer, Bernhard Bauer
Towards Certifiable AI in Medicine: Illustrated for Multi-label ECG Classification Performance Metrics. EAIS (2024)
Enkele Rama, Mouadh Ayache, Rainer Buchty, Bernhard Bauer, Matthias Korb, Mladen Berekovic, Saleh Mulhem
Trustworthy Integrated Circuits: From Safety to Security and Beyond. IEEE Access 12 (2024)
Robin Kümmerer, Patrick Ole Noack, Bernhard Bauer
Using High-Resolution UAV Imaging to Measure Canopy Height of Diverse Cover Crops and Predict Biomass. Remote. Sens. 15 (6) (2023)
Dennis Rall, Bernhard Bauer, Thomas Fraunholz
Towards Democratizing AI: A Comparative Analysis of AI as a Service Platforms and the Open Space for Machine Learning Approach. ICCBDC (2023)
Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer
Towards Automated COVID-19 Presence and Severity Classification. CoRR (2023)
Fabian Stieler, Bernhard Bauer
Git Workflow for Active Learning: A Development Methodology Proposal for Data-Centric AI Projects. ENASE (2023)
Bernhard Bauer
Gloss-ViBe: Early Medieval Glosses and the Digital Humanities. DH (2023)
Dennis Rall, Bernhard Bauer, Thomas Fraunholz
Towards Democratizing AI: A Comparative Analysis of AI as a Service Platforms and the Open Space for Machine Learning Approach. CoRR (2023)
Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer
Towards Automated COVID-19 Presence and Severity Classification. MIE (2023)
Sven Beckmann, Bernhard Bauer
Evaluation of Selected Autoencoders in the Context of End-User Experience Management. LOD (2) (2023)
Miriam Elia, Bernhard Bauer
A Methodology Based on Quality Gates for Certifiable AI in Medicine: Towards a Reliable Application of Metrics in Machine Learning. ICSOFT (2023)
Fabian Stieler, Miriam Elia, Benjamin Weigell, Bernhard Bauer, Peter Kienle, Anton Roth, Gregor Müllegger, Marius Nann, Sarah Dopfer
LIFEDATA - A Framework for Traceable Active Learning Projects. REW (2023)
Bernhard Bauer
Projektpräsentation "Early Medieval Glosses And The Question Of Their Genesis: A Case Study On The Vienna Bede" (Gloss-ViBe). DHd (2022)
Sven Beckmann, Jonas Till, Bernhard Bauer
Endpoint-Performance-Monitoring for a better End-User Experience. ESSE (2022)
Bernhard Bauer, Mouadh Ayache, Saleh Mulhem, Meirav Nitzan, Jyotika Athavale, Rainer Buchty, Mladen Berekovic
On the Dependability Lifecycle of Electrical/Electronic Product Development: The Dual-Cone V-Model. Computer 55 (9) (2022)
Rolf Wilmes, Bernhard Bauer, Kevin Braun, Peter Breunig, Andreas Fleischmann, Tobias Meyer, Patrick Noack, Muhammad Asif Saeed
Wissenstransfer durch integrative Lernkonzepte. GIL Jahrestagung (2022)
Bernhard Bauer
Projektpräsentation "Early Medieval Glosses And The Question Of Their Genesis: A Case Study On The Vienna Bede" (Gloss-ViBe). DHd (2022)
Noël Hagemann, Bernhard Bauer
Bridging the Gap Between Structural and Behavioral Models in a Software-Centric Environment. BMSD (2021)
Julia Rauscher, Bernhard Bauer
Adaptation of Architecture Analyses: An IoT Safety and Security Flaw Assessment Approach. HEALTHINF (2021)
Fabian Stieler, Fabian Rabe, Bernhard Bauer
Towards Domain-Specific Explainable AI: Model Interpretation of a Skin Image Classifier Using a Human Approach. CVPR Workshops (2021)
Bernhard Bauer, Kevin Braun, Peter Breunig, Andreas Fleischmann, Tobias Meyer, Patrick Noack, Muhammad Asif Saeed, Rolf Wilmes
Digitales Experimentierfeld Diabek. GIL Jahrestagung (2021)
Christoph Etzel, Florian Hofhammer, Bernhard Bauer
Towards Metrics for Analyzing System Architectures Modeled with EAST-ADL. MODELSWARD (2020)
Julia Rauscher, Bernhard Bauer
Design Optimization of IoT Models: Structured Safety and Security Flaw Identification. BMSD (2020)
Patrick Noack, Peter Breunig, Bernhard Bauer
Digitales Experimentierfeld Diabek. GIL Jahrestagung (2020)
Reinhard Pröll, Noël Hagemann, Bernhard Bauer
Abstract Test Execution for Early Testing Activities in Model-Driven Scenarios. MODELSWARD (Revised Selected Papers) (2020)
Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars-Christoph Schmelz, Bernhard Bauer
End-to-End Mobile Network Slice Embedding Leveraging Edge Computing. NOMS (2020)
Katja Ludwig, Andrea Fendt, Bernhard Bauer
An Efficient Online Heuristic for Mobile Network Slice Embedding. ICIN (2020)
Noël Hagemann, Reinhard Pröll, Bernhard Bauer
Towards Abstract Test Execution in Early Stages of Model-driven Software Development. MODELSWARD (2020)
Philipp Lohmüller, Bernhard Bauer
Software Product Line Engineering for Safety-critical Systems. MODELSWARD (2019)
Philipp Lohmüller, Julia Rauscher, Bernhard Bauer
Failure and Change Impact Analysis for Safety-Critical Systems - Applied on a Medical Use Case. BMSD (2019)
Christoph Etzel, Bernhard Bauer
Modeling and Analysis of Partitions on Functional Architectures Using EAST-ADL. MODELSWARD (Revised Selected Papers) (2019)
Christoph Etzel, Bernhard Bauer
Extending EAST-ADL for Modeling and Analysis of Partitions on Functional Architectures. MODELSWARD (2019)
Adrian Rumpold, Bernhard Bauer
A Metamodel and Model-based Design Rule Checking DSL for Verification and Validation of Electronic Circuit Designs. MODELSWARD (2019)
Julian Schiele, Fabian Rabe, Maximilian Schmitt, Manuel Glaser, Franziska Häring, Jens O. Brunner, Bernhard Bauer, Björn W. Schuller, Claudia Traidl-Hoffmann, Athanasios Damialis
Automated Classification of Airborne Pollen using Neural Networks. EMBC (2019)
Andrea Fendt, Christian Mannweiler, Lars-Christoph Schmelz, Bernhard Bauer
An Efficient Model for Mobile Network Slice Embedding under Resource Uncertainty. ISWCS (2019)
Andrea Fendt, Simon Lohmuller, Lars-Christoph Schmelz, Bernhard Bauer
A Network Slice Resource Allocation and Optimization Model for End-to-End Mobile Networks. 5G World Forum (2018)
Fangzhe Qiu, David Stifter, Bernhard Bauer, Elliott Lash, Tianbo Ji
Chronologicon Hibernicum: A Probabilistic Chronological Framework for Dating Early Irish Language Developments and Literature. EuroMed (1) (2018)
Reinhard Pröll, Bernhard Bauer
A Model-Based Test Case Management Approach for Integrated Sets of Domain-Specific Models. ICST Workshops (2018)
Julia Rauscher, Bernhard Bauer
Safety and Security Architecture Analyses Framework for the Internet of Things of Medical Devices. HealthCom (2018)
Thomas Engel, Melanie Langermeier, Bernhard Bauer, Alexander Hofmann
Evaluation of Microservice Architectures: A Metric and Tool-Based Approach. CAiSE Forum (2018)
Reinhard Pröll, Bernhard Bauer
Toward a Consistent and Strictly Model-Based Interpretation of the ISO/IEC/IEEE 29119 for Early Testing Activities. MODELSWARD (2018)
Melanie Langermeier, Bernhard Bauer
A Model-Based Method for the Evaluation of Project Proposal Compliance within EA Planning. EDOC Workshops (2018)
Melanie Langermeier, Bernhard Bauer
Evaluating project compliance during EA planning: a model-based semi automatic method for enterprise architecture planning. ICSE (Companion Volume) (2018)
Andrea Fendt, Lars-Christoph Schmelz, Wieslawa Wajda, Simon Lohmüller, Bernhard Bauer
A Network Slice Resource Allocation Process in 5G Mobile Networks. IMIS (2018)
Simon Lohmuller, Fabian Rabe, Andrea Fendt, Bernhard Bauer, Lars-Christoph Schmelz
SON function performance prediction in a cognitive SON management system. WCNC Workshops (2018)
Philipp Lohmüller, Andrea Fendt, Bernhard Bauer
Multi-Concerns Engineering for Safety-Critical Systems. MODELSWARD (2018)
Adrian Rumpold, Reinhard Pröll, Bernhard Bauer
A Domain-aware Framework for Integrated Model-based System Analysis and Design. MODELSWARD (2017)
Julian Kienberger, Stefan Schmidhuber, Christian Saad, Stefan Kuntz, Bernhard Bauer
Parallelizing highly complex engine management systems. Concurr. Comput. Pract. Exp. 29 (15) (2017)
Yaguang Sun, Bernhard Bauer, Matthias Weidlich
Compound Trace Clustering to Generate Accurate and Simple Sub-Process Models. ICSOC (2017)
Reinhard Pröll, Adrian Rumpold, Bernhard Bauer
Applying Integrated Domain-Specific Modeling for Multi-concerns Development of Complex Systems. MODELSWARD (Revised Selected Papers) (2017)
Philipp Schleiss, Christian Drabek, Gereon Weiss, Bernhard Bauer
Generic Management of Availability in Fail-Operational Automotive Systems. SAFECOMP (2017)
Melanie Langermeier, Bernhard Bauer
Generic EA Analysis Framework for the Definition and Automatic Execution of Analyses. ICEIS (3) (2017)
Julian Kienberger, Christian Saad, Stefan Kuntz, Bernhard Bauer
Efficient Parallelization of Complex Automotive Systems. PMAM@PPoPP (2016)
Andreas Kurtz, Bernhard Bauer, Marcel Koeberl
Comparing System- and Test Model with Integrated Software-based Signal Simulation. MODELSWARD (2016)
Julia Rauscher, Melanie Langermeier, Bernhard Bauer
Classification and Definition of an Enterprise Architecture Analyses Language. BMSD (2016)
Christian Mannweiler, Lars-Christoph Schmelz, Simon Lohmuller, Bernhard Bauer
Cross-domain 5G network management for seamless industrial communications. NOMS (2016)
Yaguang Sun, Bernhard Bauer
A Novel Heuristic Method for Improving the Fitness of Mined Business Process Models. ICSOC (2016)
Yaguang Sun, Bernhard Bauer
A Novel Fitness Improvement Method for Mined Business Process Models. CAiSE Forum (2016)
Heiner Oberkampf, Sonja Zillner, James A. Overton, Bernhard Bauer, Alexander Cavallaro, Michael Uder, Matthias Hammon
Semantic representation of reported measurements in radiology. BMC Medical Informatics Decis. Mak. 16 (2016)
Yaguang Sun, Bernhard Bauer
A Graph and Trace Clustering-based Approach for Abstracting Mined Business Process Models. ICEIS (1) (2016)
Peter Rosina, Bernhard Bauer
Semantic Technologies for the Integration of Methods into an Enterprise Architecture. BMSD (2015)
Yaguang Sun, Bernhard Bauer
Function-based Case Classification for Improving Business Process Mining. ICEIS (1) (2015)
Philipp Diefenthaler, Melanie Langermeier, Bernhard Bauer
Interactive Transformation Path Generation Using Business Support Maps. EOMAS@CAiSE (2015)
Bernhard Bauer, Melanie Langermeier, Christian Saad
A Flow Analysis Approach for Service-Oriented Architectures. Software, Services, and Systems (2015)
Yaguang Sun, Bernhard Bauer
A Novel Top-Down Approach for Clustering Traces. CAiSE (2015)
Christoph Frenzel, Bernhard Bauer, Christoph Schmelz, Henning Sanneck
Objective-driven coordination in self-organizing networks. PIMRC (2015)
Maximilian Osenberg, Melanie Langermeier, Bernhard Bauer
Using Semantic Web Technologies for Enterprise Architecture Analysis. ESWC (2015)
Philipp Diefenthaler, Bernhard Bauer
Using Gap Analysis to Support Feedback Loops for Enterprise Architecture Management. MKWI (2014)
Melanie Langermeier, Thomas Driessen, Heiner Oberkampf, Peter Rosina, Bernhard Bauer
Change and Version Management in Variability Models for Modular Ontologies. ICEIS (2) (2014)
Christoph Frenzel, Tsvetko Tsvetkov, Henning Sanneck, Bernhard Bauer, Georg Carle
Operational Troubleshooting-Enabled Coordination in Self-Organizing Networks. MONAMI (2014)
Julian Kienberger, Pascal Minnerup, Stefan Kuntz, Bernhard Bauer
Analysis and Validation of AUTOSAR Models. MODELSWARD (2014)
Melanie Langermeier, Christian Saad, Bernhard Bauer
A Unified Framework for Enterprise Architecture Analysis. EDOC Workshops (2014)
Heiner Oberkampf, Claudia Bretschneider, Sonja Zillner, Bernhard Bauer, Matthias Hammon
Knowledge-Based Extraction of Measurement-Entity Relations from German Radiology Reports. ICHI (2014)
Christoph Frenzel, Tsvetko Tsvetkov, Henning Sanneck, Bernhard Bauer, Georg Carle
Detection and resolution of ineffective function behavior in Self-Organizing Networks. WoWMoM (2014)
Melanie Langermeier, Christian Saad, Bernhard Bauer
Adaptive Approach for Impact Analysis in Enterprise Architectures. BMSD (2014)
Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon
Corpus-based Translation of Ontologies for Improved Multilingual Semantic Annotation. SWAIE@COLING (2014)
Philipp Diefenthaler, Bernhard Bauer
From Gaps to Transformation Paths in Enterprise Architecture Planning. ICEIS (2013)
Christian Saad, Bernhard Bauer
Data-Flow Based Model Analysis and Its Applications. MoDELS (2013)
Philipp Grosselfinger, Jörg Denzinger, Bernhard Bauer
An Advisor Concept for Distributed Self-organizing Systems Acting in Highly Connected Environments. SASO (2013)
Philipp Diefenthaler, Bernhard Bauer
Gap Analysis in Enterprise Architecture using Semantic Web Technologies. ICEIS (3) (2013)
Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon
An OGMS-based Model for Clinical Information (MCI). ICBO (2013)
Christoph Frenzel, Henning Sanneck, Bernhard Bauer
A Fuzzy, Utility-Based Approach for Proactive Policy-Based Management. RuleML (2013)
Melanie Langermeier, Arne-Jørgen Berre, Bernhard Bauer
A Model Driven Approach for Open Distributed Systems using an Enterprise Architecture Framework. ICEIS (3) (2013)
Melanie Langermeier, Peter Rosina, Heiner Oberkampf, Thomas Driessen, Bernhard Bauer
Management of Variability in Modular Ontology Development. ICSOC Workshops (2013)
Christoph Frenzel, Henning Sanneck, Bernhard Bauer
Rational Policy System for Network Management. IM (2013)
Florian Lautenbacher, Philipp Diefenthaler, Melanie Langermeier, Mariana Mykhashchuk, Bernhard Bauer
Planning Support for Enterprise Changes. PoEM (2013)
Heiner Oberkampf, Sonja Zillner, Bernhard Bauer
Interpreting Patient Data using Medical Background Knowledge. ICBO (2012)
Bernhard Bauer, Thomas Eisenbarth, Christoph Frenzel, Benjamin Honke
Resource-oriented Consistency Analysis of Engineering Processes. ICEIS (3) (2012)
Christoph Frenzel, Henning Sanneck, Bernhard Bauer
Automated rational recovery selection for self-healing in mobile networks. ISWCS (2012)
Jonathan Hudson, Jörg Denzinger, Holger Kasinger, Bernhard Bauer
Dependable Risk-Aware Efficiency Improvement for Self-Organizing Emergent Systems. SASO (2011)
Raphael Romeikat, Bernhard Bauer, Henning Sanneck
Automated refinement of policies for network management. APCC (2011)
Martin Salfer, Sven Wohlgemuth, Sebastian Schrittwieser, Bernhard Bauer, Isao Echizen
Data Provenance with Watermarks for Usage Control Monitors at Disaster Recovery. iThings/CPSCom (2011)
Stephan Roser, Jörg P. Müller, Bernhard Bauer
An evaluation and decision method for ICT architectures for cross-organizational business process coordination. Inf. Syst. E Bus. Manag. 9 (1) (2011)
Raphael Romeikat, Bernhard Bauer, Henning Sanneck
Modeling of Domain-Specific ECA Policies. SEKE (2011)
Thomas Eisenbarth, Florian Lautenbacher, Bernhard Bauer
Adaptation of Process Models - A Semantic-based Approach. J. Res. Pract. Inf. Technol. 43 (1) (2011)
Christoph Frenzel, Bijan Parsia, Ulrike Sattler, Bernhard Bauer
Mooop - A Hybrid Integration of OWL and Java. CAiSE Workshops (2011)
Raphael Romeikat, Bernhard Bauer
Formal Specification of Domain-Specific ECA Policy Models. TASE (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bernhard Bauer