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ORCIDBernhard Bauer
Person information
- affiliation: University of Augsburg, Department of Computer Science
- affiliation: Siemens Corporate Technology, Munich
- affiliation: Technical University of Munich, Institute for Computer Science
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2020 – today
- 2024
[j15]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: 69603-69632 (2024)- [c155]Philipp Schloyer, Peter Knauer, Bernhard Bauer, Dominik Merli:
Automating Side-Channel Testing for Embedded Systems: A Continuous Integration Approach. ARES 2024: 173:1-173:6 - [c154]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: 1-8 - [c153]Paula Ziethmann, Fabian Stieler, Raphael Pfrommer, Kerstin Schlögl-Flierl, Bernhard Bauer:
Towards a Framework for Interdisciplinary Studies in Explainable Artificial Intelligence. HCI (51) 2024: 316-333 - [c152]Julian Bichl, Thomas Driessen, Melanie Langermeier, Bernhard Bauer:
GraphVault: A Temporal Graph Persistence Engine. ICEIS (1) 2024: 224-231 - 2023
- [j14]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): 1520 (2023) - [c151]Bernhard Bauer:
Gloss-ViBe: Early Medieval Glosses and the Digital Humanities. DH 2023 - [c150]Fabian Stieler, Bernhard Bauer:
Git Workflow for Active Learning: A Development Methodology Proposal for Data-Centric AI Projects. ENASE 2023: 202-213 - [c149]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: 34-39 - [c148]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: 486-493 - [c147]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: 917-921 - [c146]Sven Beckmann, Bernhard Bauer:
Evaluation of Selected Autoencoders in the Context of End-User Experience Management. LOD (2) 2023: 222-236 - [c145]Fabian Stieler, Miriam Elia, Benjamin Weigel, Bernhard Bauer, Peter Kienle, Anton Roth, Gregor Müllegger, Marius Nann, Sarah Dopfer:
LIFEDATA - A Framework for Traceable Active Learning Projects. REW 2023: 465-474 - [i2]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 abs/2305.08660 (2023) - [i1]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 abs/2311.04518 (2023) - 2022
- [j13]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): 99-106 (2022) - [c144]Bernhard Bauer:
Projektpräsentation "Early Medieval Glosses And The Question Of Their Genesis: A Case Study On The Vienna Bede" (Gloss-ViBe). DHd 2022 - [c143]Bernhard Bauer:
Projektpräsentation "Early Medieval Glosses And The Question Of Their Genesis: A Case Study On The Vienna Bede" (Gloss-ViBe). DHd 2022 - [c142]Sven Beckmann, Jonas Till, Bernhard Bauer:
Endpoint-Performance-Monitoring for a better End-User Experience. ESSE 2022: 63-71 - [c141]Rolf Wilmes, Bernhard Bauer, Kevin Braun, Peter Breunig, Andreas Fleischmann, Tobias Meyer, Patrick Noack, Muhammad Asif Saeed:
Wissenstransfer durch integrative Lernkonzepte. GIL Jahrestagung 2022: 355-358 - 2021
- [c140]Julia Rauscher, Bernhard Bauer:
Adaptation of Architecture Analyses: An IoT Safety and Security Flaw Assessment Approach. HEALTHINF 2021: 320-327 - [c139]Noël Hagemann, Bernhard Bauer:
Bridging the Gap Between Structural and Behavioral Models in a Software-Centric Environment. BMSD 2021: 353-362 - [c138]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: 1802-1809 - [c137]Bernhard Bauer, Kevin Braun, Peter Breunig, Andreas Fleischmann, Tobias Meyer, Patrick Noack, Muhammad Asif Saeed, Rolf Wilmes:
Digitales Experimentierfeld Diabek. GIL Jahrestagung 2021: 361-366 - 2020
- [c136]Julia Rauscher, Bernhard Bauer:
Design Optimization of IoT Models: Structured Safety and Security Flaw Identification. BMSD 2020: 84-102 - [c135]Patrick Noack, Peter Breunig, Bernhard Bauer:
Digitales Experimentierfeld Diabek. GIL Jahrestagung 2020: 373-378 - [c134]Katja Ludwig, Andrea Fendt, Bernhard Bauer:
An Efficient Online Heuristic for Mobile Network Slice Embedding. ICIN 2020: 139-143 - [c133]Noël Hagemann, Reinhard Pröll, Bernhard Bauer:
Towards Abstract Test Execution in Early Stages of Model-driven Software Development. MODELSWARD 2020: 216-226 - [c132]Reinhard Pröll, Noël Hagemann, Bernhard Bauer:
Abstract Test Execution for Early Testing Activities in Model-Driven Scenarios. MODELSWARD (Revised Selected Papers) 2020: 273-297 - [c131]Christoph Etzel, Florian Hofhammer, Bernhard Bauer:
Towards Metrics for Analyzing System Architectures Modeled with EAST-ADL. MODELSWARD 2020: 441-448 - [c130]Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars-Christoph Schmelz, Bernhard Bauer:
End-to-End Mobile Network Slice Embedding Leveraging Edge Computing. NOMS 2020: 1-7
2010 – 2019
- 2019
- [c129]Philipp Lohmüller, Julia Rauscher, Bernhard Bauer:
Failure and Change Impact Analysis for Safety-Critical Systems - Applied on a Medical Use Case. BMSD 2019: 47-63 - [c128]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: 4474-4478 - [c127]Andrea Fendt, Christian Mannweiler, Lars-Christoph Schmelz, Bernhard Bauer:
An Efficient Model for Mobile Network Slice Embedding under Resource Uncertainty. ISWCS 2019: 602-606 - [c126]Christoph Etzel, Bernhard Bauer:
Extending EAST-ADL for Modeling and Analysis of Partitions on Functional Architectures. MODELSWARD 2019: 167-176 - [c125]Philipp Lohmüller, Bernhard Bauer:
Software Product Line Engineering for Safety-critical Systems. MODELSWARD 2019: 209-216 - [c124]Christoph Etzel, Bernhard Bauer:
Modeling and Analysis of Partitions on Functional Architectures Using EAST-ADL. MODELSWARD (Revised Selected Papers) 2019: 298-319 - [c123]Adrian Rumpold, Bernhard Bauer:
A Metamodel and Model-based Design Rule Checking DSL for Verification and Validation of Electronic Circuit Designs. MODELSWARD 2019: 315-322 - 2018
- [c122]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: 262-267 - [c121]Thomas Engel, Melanie Langermeier, Bernhard Bauer, Alexander Hofmann:
Evaluation of Microservice Architectures: A Metric and Tool-Based Approach. CAiSE Forum 2018: 74-89 - [c120]Melanie Langermeier, Bernhard Bauer:
A Model-Based Method for the Evaluation of Project Proposal Compliance within EA Planning. EDOC Workshops 2018: 97-106 - [c119]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: 731-740 - [c118]Julia Rauscher, Bernhard Bauer:
Safety and Security Architecture Analyses Framework for the Internet of Things of Medical Devices. HealthCom 2018: 1-3 - [c117]Melanie Langermeier, Bernhard Bauer:
Evaluating project compliance during EA planning: a model-based semi automatic method for enterprise architecture planning. ICSE (Companion Volume) 2018: 374-375 - [c116]Reinhard Pröll, Bernhard Bauer:
A Model-Based Test Case Management Approach for Integrated Sets of Domain-Specific Models. ICST Workshops 2018: 175-184 - [c115]Andrea Fendt, Lars-Christoph Schmelz, Wieslawa Wajda, Simon Lohmüller, Bernhard Bauer:
A Network Slice Resource Allocation Process in 5G Mobile Networks. IMIS 2018: 695-704 - [c114]Philipp Lohmüller, Andrea Fendt, Bernhard Bauer:
Multi-Concerns Engineering for Safety-Critical Systems. MODELSWARD 2018: 504-510 - [c113]Reinhard Pröll, Bernhard Bauer:
Toward a Consistent and Strictly Model-Based Interpretation of the ISO/IEC/IEEE 29119 for Early Testing Activities. MODELSWARD 2018: 699-706 - [c112]Simon Lohmuller, Fabian Rabe, Andrea Fendt, Bernhard Bauer, Lars-Christoph Schmelz:
SON function performance prediction in a cognitive SON management system. WCNC Workshops 2018: 13-18 - 2017
- [j12]Julian Kienberger, Stefan Schmidhuber, Christian Saad, Stefan Kuntz, Bernhard Bauer:
Parallelizing highly complex engine management systems. Concurr. Comput. Pract. Exp. 29(15) (2017) - [c111]Melanie Langermeier, Bernhard Bauer:
Generic EA Analysis Framework for the Definition and Automatic Execution of Analyses. ICEIS (3) 2017: 316-327 - [c110]Yaguang Sun, Bernhard Bauer, Matthias Weidlich:
Compound Trace Clustering to Generate Accurate and Simple Sub-Process Models. ICSOC 2017: 175-190 - [c109]Adrian Rumpold, Reinhard Pröll, Bernhard Bauer:
A Domain-aware Framework for Integrated Model-based System Analysis and Design. MODELSWARD 2017: 157-168 - [c108]Reinhard Pröll, Adrian Rumpold, Bernhard Bauer:
Applying Integrated Domain-Specific Modeling for Multi-concerns Development of Complex Systems. MODELSWARD (Revised Selected Papers) 2017: 247-271 - [c107]Philipp Schleiss, Christian Drabek, Gereon Weiss, Bernhard Bauer:
Generic Management of Availability in Fail-Operational Automotive Systems. SAFECOMP 2017: 179-194 - 2016
- [j11]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: 5 (2016) - [c106]Julia Rauscher, Melanie Langermeier, Bernhard Bauer:
Classification and Definition of an Enterprise Architecture Analyses Language. BMSD 2016: 119-139 - [c105]Yaguang Sun, Bernhard Bauer:
A Novel Fitness Improvement Method for Mined Business Process Models. CAiSE Forum 2016: 25-32 - [c104]Yaguang Sun, Bernhard Bauer:
A Graph and Trace Clustering-based Approach for Abstracting Mined Business Process Models. ICEIS (1) 2016: 63-74 - [c103]Yaguang Sun, Bernhard Bauer:
A Novel Heuristic Method for Improving the Fitness of Mined Business Process Models. ICSOC 2016: 537-546 - [c102]Andreas Kurtz, Bernhard Bauer, Marcel Koeberl:
Comparing System- and Test Model with Integrated Software-based Signal Simulation. MODELSWARD 2016: 656-662 - [c101]Christian Mannweiler, Lars-Christoph Schmelz, Simon Lohmuller, Bernhard Bauer:
Cross-domain 5G network management for seamless industrial communications. NOMS 2016: 868-872 - [c100]Julian Kienberger, Christian Saad, Stefan Kuntz, Bernhard Bauer:
Efficient Parallelization of Complex Automotive Systems. PMAM@PPoPP 2016: 40-49 - 2015
- [c99]Bernhard Bauer, Melanie Langermeier, Christian Saad:
A Flow Analysis Approach for Service-Oriented Architectures. Software, Services, and Systems 2015: 475-489 - [c98]Peter Rosina, Bernhard Bauer:
Semantic Technologies for the Integration of Methods into an Enterprise Architecture. BMSD 2015: 62-79 - [c97]Philipp Diefenthaler, Melanie Langermeier, Bernhard Bauer:
Interactive Transformation Path Generation Using Business Support Maps. EOMAS@CAiSE 2015: 199-213 - [c96]Yaguang Sun, Bernhard Bauer:
A Novel Top-Down Approach for Clustering Traces. CAiSE 2015: 331-345 - [c95]Maximilian Osenberg, Melanie Langermeier, Bernhard Bauer:
Using Semantic Web Technologies for Enterprise Architecture Analysis. ESWC 2015: 668-682 - [c94]Yaguang Sun, Bernhard Bauer:
Function-based Case Classification for Improving Business Process Mining. ICEIS (1) 2015: 251-258 - [c93]Christoph Frenzel, Bernhard Bauer, Christoph Schmelz, Henning Sanneck:
Objective-driven coordination in self-organizing networks. PIMRC 2015: 1453-1458 - 2014
- [c92]Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon:
Corpus-based Translation of Ontologies for Improved Multilingual Semantic Annotation. SWAIE@COLING 2014: 1-8 - [c91]Melanie Langermeier, Christian Saad, Bernhard Bauer:
Adaptive Approach for Impact Analysis in Enterprise Architectures. BMSD 2014: 22-42 - [c90]Melanie Langermeier, Christian Saad, Bernhard Bauer:
A Unified Framework for Enterprise Architecture Analysis. EDOC Workshops 2014: 227-236 - [c89]Melanie Langermeier, Thomas Driessen, Heiner Oberkampf, Peter Rosina, Bernhard Bauer:
Change and Version Management in Variability Models for Modular Ontologies. ICEIS (2) 2014: 383-390 - [c88]Heiner Oberkampf, Claudia Bretschneider, Sonja Zillner, Bernhard Bauer, Matthias Hammon:
Knowledge-Based Extraction of Measurement-Entity Relations from German Radiology Reports. ICHI 2014: 149-154 - [c87]Philipp Diefenthaler, Bernhard Bauer:
Using Gap Analysis to Support Feedback Loops for Enterprise Architecture Management. MKWI 2014: 994-1006 - [c86]Julian Kienberger, Pascal Minnerup, Stefan Kuntz, Bernhard Bauer:
Analysis and Validation of AUTOSAR Models. MODELSWARD 2014: 274-281 - [c85]Christoph Frenzel, Tsvetko Tsvetkov, Henning Sanneck, Bernhard Bauer, Georg Carle:
Operational Troubleshooting-Enabled Coordination in Self-Organizing Networks. MONAMI 2014: 149-162 - [c84]Christoph Frenzel, Tsvetko Tsvetkov, Henning Sanneck, Bernhard Bauer, Georg Carle:
Detection and resolution of ineffective function behavior in Self-Organizing Networks. WoWMoM 2014: 1-3 - [p1]Stephan Roser, Bernhard Bauer:
Generating Model Transformations Using Ontology Engineering Space. Semantic Web Enabled Software Engineering 2014: 31-63 - 2013
- [c83]Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon:
An OGMS-based Model for Clinical Information (MCI). ICBO 2013: 97-100 - [c82]Philipp Diefenthaler, Bernhard Bauer:
Gap Analysis in Enterprise Architecture using Semantic Web Technologies. ICEIS (3) 2013: 211-220 - [c81]Melanie Langermeier, Arne-Jørgen Berre, Bernhard Bauer:
A Model Driven Approach for Open Distributed Systems using an Enterprise Architecture Framework. ICEIS (3) 2013: 284-291 - [c80]Philipp Diefenthaler, Bernhard Bauer:
From Gaps to Transformation Paths in Enterprise Architecture Planning. ICEIS 2013: 474-489 - [c79]Melanie Langermeier, Peter Rosina, Heiner Oberkampf, Thomas Driessen, Bernhard Bauer:
Management of Variability in Modular Ontology Development. ICSOC Workshops 2013: 225-239 - [c78]Florian Lautenbacher, Philipp Diefenthaler, Melanie Langermeier, Mariana Mykhashchuk, Bernhard Bauer:
Planning Support for Enterprise Changes. PoEM 2013: 54-68 - [c77]Christoph Frenzel, Henning Sanneck, Bernhard Bauer:
Rational Policy System for Network Management. IM 2013: 776-779 - [c76]Christian Saad, Bernhard Bauer:
Data-Flow Based Model Analysis and Its Applications. MoDELS 2013: 707-723 - [c75]Christoph Frenzel, Henning Sanneck, Bernhard Bauer:
A Fuzzy, Utility-Based Approach for Proactive Policy-Based Management. RuleML 2013: 84-98 - [c74]Philipp Grosselfinger, Jörg Denzinger, Bernhard Bauer:
An Advisor Concept for Distributed Self-organizing Systems Acting in Highly Connected Environments. SASO 2013: 121-130 - 2012
- [c73]Heiner Oberkampf, Sonja Zillner, Bernhard Bauer:
Interpreting Patient Data using Medical Background Knowledge. ICBO 2012 - [c72]Bernhard Bauer, Thomas Eisenbarth, Christoph Frenzel, Benjamin Honke:
Resource-oriented Consistency Analysis of Engineering Processes. ICEIS (3) 2012: 206-211 - [c71]Christoph Frenzel, Henning Sanneck, Bernhard Bauer:
Automated rational recovery selection for self-healing in mobile networks. ISWCS 2012: 41-45 - 2011
- [j10]Thomas Eisenbarth, Florian Lautenbacher, Bernhard Bauer:
Adaptation of Process Models - A Semantic-based Approach. J. Res. Pract. Inf. Technol. 43(1): 5-24 (2011) - [j9]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): 51-88 (2011) - [c70]Raphael Romeikat, Bernhard Bauer, Henning Sanneck:
Automated refinement of policies for network management. APCC 2011: 439-444 - [c69]Christoph Frenzel, Bijan Parsia, Ulrike Sattler, Bernhard Bauer:
Mooop - A Hybrid Integration of OWL and Java. CAiSE Workshops 2011: 437-447 - [c68]Martin Salfer, Sven Wohlgemuth, Sebastian Schrittwieser, Bernhard Bauer, Isao Echizen:
Data Provenance with Watermarks for Usage Control Monitors at Disaster Recovery. iThings/CPSCom 2011: 514-519 - [c67]Jonathan Hudson, Jörg Denzinger, Holger Kasinger, Bernhard Bauer:
Dependable Risk-Aware Efficiency Improvement for Self-Organizing Emergent Systems. SASO 2011: 11-20 - [c66]Raphael Romeikat, Bernhard Bauer, Henning Sanneck:
Modeling of Domain-Specific ECA Policies. SEKE 2011: 52-58 - [c65]Raphael Romeikat, Bernhard Bauer:
Formal Specification of Domain-Specific ECA Policy Models. TASE 2011: 209-212 - 2010
- [j8]Florian Lautenbacher, Bernhard Bauer, Tanja Sieber, Alejandro Cabral:
Linguistics-Based Modeling Methods and Ontologies in Requirements Engineering. Int. J. Enterp. Inf. Syst. 6(1): 12-28 (2010) - [c64]Holger Kasinger, Bernhard Bauer, Jörg Denzinger, Tom Holvoet:
Adapting environment-mediated self-organizing emergent systems by exception rules. SOAR@ICAC 2010: 35-42 - [c63]Holger Seemueller, Holger Voos, Benjamin Honke, Bernhard Bauer:
Situational Method Engineering Applied for the Enactment of Development Processes - An Agent based Approach. ICEIS (3) 2010: 399-405 - [c62]Raphael Romeikat, Bernhard Bauer, Tobias Bandh, Georg Carle, Henning Sanneck, Lars-Christoph Schmelz:
Policy-driven workflows for mobile network management automation. IWCMC 2010: 1111-1115 - [c61]Christian Saad, Bernhard Bauer:
Data-flow Based Model Analysis. NASA Formal Methods 2010: 227-231 - [c60]Tobias Bandh, Georg Carle, Henning Sanneck, Lars-Christoph Schmelz, Raphael Romeikat, Bernhard Bauer:
Optimized network configuration parameter assignment based on graph coloring. NOMS 2010: 40-47 - [c59]Florian Dötsch, Jörg Denzinger, Holger Kasinger, Bernhard Bauer:
Decentralized Real-Time Control of Water Distribution Networks Using Self-Organizing Multi-agent Systems. SASO 2010: 223-232 - [c58]Christian Saad, Bernhard Bauer:
Applying data-flow analysis to models a novel approach for model analysis. SpringSim 2010: 241
2000 – 2009
- 2009
- [j7]Tobias Scholl, Bernhard Bauer, Benjamin Gufler, Richard Kuntschke, Angelika Reiser, Alfons Kemper:
Scalable community-driven data sharing in e-science grids. Future Gener. Comput. Syst. 25(3): 290-300 (2009) - [c57]Michael Rambold, Holger Kasinger, Florian Lautenbacher, Bernhard Bauer:
Towards Autonomic Service Discovery A Survey and Comparison. IEEE SCC 2009: 192-201 - [c56]Wolf Fischer, Bernhard Bauer:
Cognitive-Linguistics-Based Request Answer System. Adaptive Multimedia Retrieval 2009: 135-146 - [c55]Tobias Scholl, Bernhard Bauer, Jessica Müller, Benjamin Gufler, Angelika Reiser, Alfons Kemper:
Workload-aware data partitioning in community-driven data grids. EDBT 2009: 36-47 - [c54]M. Gotz, Stephan Roser, Florian Lautenbacher, Bernhard Bauer:
Token analysis of graph-oriented process models. EDOCW 2009: 15-24 - [c53]Florian Lautenbacher, Bernhard Bauer, S. Forg:
Process mining for semantic business process modeling. EDOCW 2009: 45-53 - [c52]