fortiss scientific publications

Scientific publications

Publications, journal articles and brochures with results from the institute

Scientific publications

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2024

  • October 2024 Knowledge-Augmented Reasoning for EUAIA Compliance and Adversarial Robustness of LLMs Tomas Bueno Momčilović , Dian Balta , Beat Buesser , Giulio Zizzo and Mark Purcell In International Workshop on AI Value Engineering and AI Compliance Mechanisms (VECOMP 2024), October 2024. Springer. Details URL BIB
  • October 2024 Knowledge-based Programming by Demonstration using semantic action models for industrial assembly Junsheng Ding , Haifan Zhang , Weihang Li , Liangwei Zhou and Alexander Perzylo In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Abu Dhabi, UAE, October 2024. Details URL BIB
  • October 2024 Scaling Up Resonate-and-Fire Networks for Fast Deep Learning Thomas Huber , Jules Lecomte , Borislav Polovnikov and Axel von Arnim In Computer Vision - ECCV 2024, volume 15059 of Lecture Notes in Computer Science, October 2024. Details BIB
  • September 2024 A Failure Model Library for Simulation-based Validation of Functional Safety Tiziano Munaro , Irina Muntean and Alexander Pretschner In Proceedings of the 43rd International Conference on Computer Safety, Reliability and Security (SAFECOMP), volume 14988 of Lecture Notes in Computer Science, September 2024. Springer, Cham. Details DOI BIB
  • September 2024 A Knowledge-Augmented Socio-Technical Assistance System for Product Engineering Dominik Mittel , Andreas Hubert , Uppili Srinivasan , Alexander Perzylo and Daniel Lemberger In IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Padova, Italy, September 2024. Details URL DOI BIB
  • September 2024 Accessing the Capabilities of KGs and LLMs in Mapping Indicators within Sustainability Reporting Standards Yuchen Zhou , Xin Gu , Junsheng Ding , Sirou Chen and Alexander Perzylo In Workshop on Natural Language Processing for Knowledge Graph Creation (NLP4KGC) at International Conference on Semantic Systems (SEMANTICS), Amsterdam, Netherlands, September 2024. Details URL BIB
  • September 2024 CyberDS: Auditable Monitoring in the Cloud Lev Sorokin and Ulrich Schöpp In Proceedings of the 43rd International Conference on Computer Safety, Reliability and Security (SAFECOMP), volume 14988 of LNCS, pages 15, September 2024. Springer, Cham. Details URL BIB
  • September 2024 Flexible Modeling and Execution of Semantic Manufacturing Processes for Robot Systems Ingmar Kessler and Alexander Perzylo In IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Padova, Italy, September 2024. Details URL DOI BIB
  • September 2024 Mapping Solar Potential: Comprehensive PV System Detection with Aerial and Satellite Images Using SolarSAM Jessy Matar , Michael Albrecht , Aleksandre Kandelaki , Florian Kotthoff and Markus Duchon In IEEE SmartGridComm 2024 Conference, Oslo, Norway, September 2024. Details URL BIB
  • September 2024 Mitigating Conflicts in Architectural Design Decisions for Evolving Manufacturing Systems: Evaluation and Recommendations for Practitioners Tarik Terzimehić and Alois Zoitl In 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova, Italy, September 2024. IEEE. Details BIB
  • September 2024 Modular Consistency Checking Between Heterogeneous Models Without Direct Data Exchange Between Collaborators Sebastian Bergemann and Nina Benkendorf In ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems (MODELS Companion ’24), September 2024. ACM. Details DOI BIB
  • September 2024 Smart Energy Forecasting: An In-depth Study on Forecasting Methods for Electric-thermal Storage Systems Cristian Sebastian Cubides-Herrera , Jan Mayer , Jessy Matar and Markus Duchon In IEEE SmartGridComm 2024 Conference, Oslo, Norway, September 2024. Details URL BIB
  • September 2024 Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs Tomas Bueno Momčilović , Beat Buesser , Giulio Zizzo , Mark Purcell and Dian Balta In AI Act Workshop, 19th International Conference on Wirtschaftsinformatik, September 2024, Würzburg, Germany, September 2024. Details URL BIB
  • September 2024 Towards Digital Sustainability Reporting: An Ontology for Mapping of Indicators in GRI and ESRS Yuchen Zhou , Yuan Cao and Alexander Perzylo In International Conference on Semantic Systems (SEMANTiCS), Amsterdam, The Netherlands, September 2024. Details URL DOI BIB
  • September 2024 Towards the Estimation of Quality Attributes on System Model Histories Konstantin Rupert Blaschke and Simon Barner In ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems (MODELS Companion '24), September 2024. ACM. Details DOI BIB
  • September 2024 You Can Only Verify When You Know the Answer: Feature-Based Explanations Reduce Overreliance on AI for Easy Decisions, but Not for Hard Ones Zelun Tony Zhang , Felicitas Buchner , Yuanting Liu and Andreas Butz In Mensch und Computer 2024 (MuC ’24), pages 1-15, September 2024. ACM. Details DOI BIB
  • August 2024 A cost-efficient FOC-controlled haptic knob for industrial robot programming with force feedback Junsheng Ding , Xiangyu Fu , Tiantian Wei and Alexander Perzylo In IEEE International Conference on Industrial Informatics (INDIN), Beijing, China, August 2024. Details URL BIB
  • August 2024 Generic Analysis of Model Product Lines via Constraint Lifting Andreas Bayha and Vincent Aravantinos arXiv:2008.11427 [cs.SE], August 2024. Details DOI BIB
  • August 2024 Intuitive Instruction of Robot Systems: Semantic Integration of Standardized Skill Interfaces Junsheng Ding , Ingmar Kessler , Alexander Perzylo , Markus Knauer , Andreas Dömel , Christoph Willibald , Sebastian Riedel , Stefan Profanter , Sebastian Brunner , Arsenii Dunaev , Le Li and Manuel Brucker In IEEE International Conference on Industrial Informatics (INDIN), Beijing, China, August 2024. Details URL BIB
  • August 2024 Latest Advances on Deterministic on Deterministic Wired/Wireless Industrial Networks Rute C. Sofia Book "6G Connectivity-Systems, Technologies, and applications", River Publishers, USA, August 2024. Details URL DOI BIB