Scientific publications
2021
- Laplace Approximation with Diagonalized Hessian for Over-parameterized Neural Networks NeurIPS 2021, Bayesian Deep Learning Workshop(36):, December 2021. Details URL BIB
- ML-based Data Classification and Data Aggregation on the Edge In CoNEXT-SW '21: Proceedings of the CoNEXT Student Wokshop, pages 21-22, December 2021. ACM. Details URL DOI BIB
- Requirements for Reliable Wireless Industrial Services (draft-ietf-raw-industrial-requirements-00) December 2021. Details URL BIB
- Low-Redundancy Realization of Safety-Critical Automotive Functions In MikroSystemTechnik (MST) Kongress, November 2021. VDE Verlag GmbH Berlin Offenbach.. Details URL BIB
- A vision on Smart, Decentralised Edge Computing Research Directions EU-IoT white paper, ():, October 2021. Details URL BIB
- Exploring Architectural Design Decisions in Industry 4.0: A Literature Review and Taxonomy In ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems (MODELS), October 2021. IEEE. Details DOI BIB
- The Internet-of-Things Open Source Ecosystem in 2021 White Paper October 2021. Details URL BIB
- Accountable Federated Machine Learning in Government: Engineering and Management Insights In Electronic Participation - 13th IFIP WG 8.5 International Conference, ePart 2021, pages 125-138, September 2021. Springer. Details URL DOI BIB
- Concept for Modeling and Usage of Functionally Described Capabilities and Skills In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details BIB
- FloMo: Tractable Motion Prediction with Normalizing Flows In International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, September 2021. IEEE. Details BIB
- Generation of Inter-PLC Communication in Distributed Control Systems Using IEC 61499 In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details BIB
- Generation of the Orchestrator Code for Skill-Based Automation Systems In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details DOI BIB
- How Templated Requirements Specifications Inhibit Creativity in Software Engineering Transactions on Software Engineering, ():, September 2021. Details URL DOI BIB
- How to Redesign Government Processes for Proactive Public Services? pages 29-40, EGOV2021 edition, September 2021. Details URL DOI BIB
- PCTMA-Net: Point Cloud Transformer with Morphing Atlas-based Point Generation Network for Dense Point Cloud Completion In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, September 2021. Details URL DOI BIB
- Pilot Attitudes Toward AI in the Cockpit: Implications for Design In 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS), September 2021. IEEE. Details URL DOI BIB
- PLC Integration into Industry 4.0 Middleware: Function Block Library for the Interaction with REST and OPC UA Asset Administration Shells In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details DOI BIB
- Towards Service Deployment and Composition in Industry 4.0 In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details DOI BIB
- Type-based Enforcement of Infinitary Trace Properties for Java In PPDP 2021: 23rd International Symposium on Principles and Practice of Declarative Programming, September 2021. ACM. Details DOI BIB
- A Spiking Central Pattern Generator for the control of a simulated lamprey robot running on SpiNNaker and Loihi neuromorphic boards Neuromorphic Computing and Engineering, 1(1):, August 2021. Details URL DOI BIB