Publications 2021

YearAuthor/Title/SourceDocument Type
2021Roscher, Karsten:
AI in MedTech Production. Visual Inspection for Quality Assurance: Presentation held at T4M meet2match, 6.-7. July 2021
(Netzwerk-Format "T4M meet2match" <2021, Online>)
2021
Presentation
2021Grobelna, Marta:
Behavior Prediction of Cyber-Physical Systems for Dynamic Risk Assessment
(European Dependable Computing Conference (EDCC) <17, 2021, Online>)
In: Adler, Rasmus (Editor) et al.: Dependable Computing - EDCC 2021 Workshops. Proceedings: DREAMS, DSOGRI, SERENE 2021, Munich, Germany, September 13, 2021. Cham: Springer Nature, 2021. (Communications in computer and information science 1462), pp. 30-38
Conference Paper
2021Drabek, Christian; Shekhada, Dhavalkumar; Weiß, Gereon; Trapp, Mario; Ishigooka, Tasuku; Otsuka, Satoshi; Mizuochi, Mariko:
Dependable and Efficient Cloud-Based Safety-Critical Applications by Example of Automated Valet Parking
(International Conference on Intelligent Transport Systems (INTSYS) <4, 2020, Online>)
In: Martins, Ana Lúcia (Editor): Intelligent Transport Systems, From Research and Development to the Market Uptake. 4th EAI International Conference, INTSYS 2020. Proceedings: Virtual Event, December 3, 2020. Cham: Springer Nature, 2021. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 364), pp. 90-109
Conference Paper
2021Adler, Rasmus (Editor); Bennaceur, Amel (Editor); Burton, Simon (Editor); Salle, Amleto di (Editor); Nostro, Nicola (Editor); Olsen, Rasmus Løvenstein (Editor); Saidi, Selma (Editor); Schleiß, Philipp (Editor); Schneider, Daniel (Editor); Schwefel, Hans-Peter (Editor) ; Fraunhofer-Institut für Kognitive Systeme -IKS-, München; Intel Deutschland, Neubiberg; Fraunhofer-Institut für Experimentelles Software Engineering -IESE-, Kaiserslautern:
Dependable Computing - EDCC 2021 Workshops. Proceedings: DREAMS, DSOGRI, SERENE 2021, Munich, Germany, September 13, 2021
(European Dependable Computing Conference (EDCC) <17, 2021, Online>)
Cham: Springer Nature, 2021
(Communications in computer and information science 1462)
ISBN 978-3-030-86506-1
Conference Proceedings
2021Kreutz, Andreas; Weiß, Gereon; Rothe, Johannes; Tenorth, Moritz; Friedmann, Miriam (Editor) :
DevOps for Developing Cyber-Physical Systems
München: Fraunhofer IKS, 2021
Report
2021Haider, Tom; Schmoeller Roza, Felippe; Eilers, Dirk; Roscher, Karsten; Günnemann, Stephan:
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments
(Workshop on Artificial Intelligence Safety (AISafety) <2021, Online>)
In: Espinoza, H.: Workshop on Artificial Intelligence Safety, AISafety 2021. Proceedings. Online resource: Co-located with the Thirteenth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August 2021. Online im WWW, 2021. (CEUR Workshop Proceedings 2916), Paper 11, 7 pp.
Conference Paper
2021Haider, Tom; Schmoeller Roza, Felippe; Eilers, Dirk; Roscher, Karsten; Günnemann, Stephan:
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments: Poster presented at AISafety 2021. Artificial Intelligence Safety 2021, co-located with the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual, August 2021
(Workshop on Artificial Intelligence Safety (SafeAI) <2021, Online>)
2021
Poster
2021Schwaiger, Franziska; Henne, Maximilian; Küppers, Fabian; Schmoeller Roza, Felippe; Roscher, Karsten; Haselhoff, Anselm:
From Black-box to White-box: Examining Confidence Calibration under different Conditions
(Workshop on Artificial Intelligence Safety (SafeAI) <2021, Online>)
In: Espinoza, H.: Workshop on Artificial Intelligence Safety, SafeAI 2021. Proceedings. Online resource: Co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021. Online im WWW, 2021. (CEUR Workshop Proceedings 2808), Paper 13, 8 pp.
Conference Paper
2021Heidemann, Lena; Schwaiger, Adrian; Roscher, Karsten:
Measuring Ensemble Diversity and its Effects on Model Robustness
(Workshop on Artificial Intelligence Safety (AISafety) <2021, Online>)
In: Espinoza, H.: Workshop on Artificial Intelligence Safety, AISafety 2021. Proceedings. Online resource: Co-located with the Thirteenth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August 2021. Online im WWW, 2021. (CEUR Workshop Proceedings 2916), Paper 8, 9 pp.
Conference Paper
2021Gansloser, Jens:
Methoden zur Absicherung von Machine Learning Verfahren in sicherheitskritischen Systemen
(Forum Safety & Security <2021, Online>)
2021
Presentation
2021Berhorst, Steffen; Schmoeller da Roza, Felippe (Supervisor); Günnemann, Stephan (Advisor) :
Probabilistic Segmentation Using PDQ-inspired Loss Functions
München, TU, Master Thesis, 2021
Master Thesis
2021Drabek, Christian; Kosmalska, Anna; Weiß, Gereon; Ishigooka, Tasuku; Otsuka, Satoshi; Mizuochi, Mariko:
Safe Interaction of Automated Forklifts and Humans at Blind Corners in a Warehouse with Infrastructure Sensors
(International Conference on Computer Safety, Reliability and Security (SAFECOMP) <40, 2021, York>)
In: Habli, Ibrahim (Editor): Computer Safety, Reliability, and Security. 40th International Conference, SAFECOMP 2021. Proceedings: York, UK, September 8-10, 2021. Cham: Springer Nature, 2021. (Lecture Notes in Computer Science 12852), pp. 163-177
Conference Paper
2021Habermayr, Lukas; Kuhn, Christopher (Advisor); Zacchi, Joao-Vitor (Advisor); Kurzidem, Iwo (Advisor) :
Situation-Aware Refinement for Semantic Segmentation Models: Closing the Safety Gap
München, TU, Master Thesis, 2021
Master Thesis
2021Franco, Nicola; Van, Hoai My; Dreiser, Marc; Weiß, Gereon:
Towards a Self-Adaptive Architecture for Federated Learning of Industrial Automation Systems
(International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) <16, 2021, Online>)
In: Association for Computing Machinery -ACM-: 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021. Proceedings: 22-30 May 2021, Virtual. Los Alamitos, Calif.: IEEE Computer Society Conference Publishing Services (CPS), 2021, pp. 210-216
Conference Paper
2021Oleinichenko, Oleg; Drabek, Christian; Kosmalska, Anna:
Towards Comprehensive Safety Assurance in Cloud-based Systems
(International Multi-Conference on Computing in the Global Information Technology (ICCGI) <16, 2021, Nice>)
In: Levina, Olga (Editor): ICCGI 2021, The Sixteenth International Multi-Conference on Computing in the Global Information Technology: July 18-22, 2021, Nice, France. Wilmington/Del.: IARIA, 2021, pp. 15-18
Conference Paper
2021Aichroth, Patrick; Bös, Joachim; Sladeczek, Christoph; Bodden, Eric; Liggesmeyer, Peter; Trapp, Mario; Falk Howar; Otto, Boris; Rehof, Jakob; Spiekermann, Markus; Arzt, Steven; Steffen, Barbara; Nouak, Alexander; Köhler, Henning; Fraunhofer-Verbund Informations- und Kommunikationstechnologie -IuK-, Berlin:
Wertschöpfung durch Software in Deutschland: Aktueller Zustand, Perspektiven, Handlungsempfehlungen
München: Fraunhofer-Gesellschaft, 2021
Report
This publication list has been generated from the publication database Fraunhofer-Publica.