fortiss scientific publications

Scientific publications

Publications, journal articles and brochures with results from the institute

Scientific publications

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2021

  • December 2021 CONASENSE 2021 Symposium Report Rute C. Sofia and Ramjee Prasad , editor Details URL BIB
  • December 2021 Laplace Approximation with Diagonalized Hessian for Over-parameterized Neural Networks Ming Gui , Ziqing Zhao , Tianming Qiu and Hao Shen NeurIPS 2021, Bayesian Deep Learning Workshop(36):, December 2021. Details URL BIB
  • December 2021 ML-based Data Classification and Data Aggregation on the Edge Erkan Karabulut , Nisrine Bnouhanna and Rute C. Sofia In CoNEXT-SW '21: Proceedings of the CoNEXT Student Wokshop, pages 21-22, December 2021. ACM. Details URL DOI BIB
  • December 2021 Requirements for Reliable Wireless Industrial Services (draft-ietf-raw-industrial-requirements-00) Rute C. Sofia , Matthias Kovatsch and Paulo M. Mendes December 2021. Details URL BIB
  • November 2021 Low-Redundancy Realization of Safety-Critical Automotive Functions Simon Barner , Stefan Matthes , Holger Dormann , Angelika Schingale , Eberhard Kaulfersch , Michael Eichhorst , Lutz Scheiter , Holger Schmidt and Jürgen Gebert In MikroSystemTechnik (MST) Kongress, November 2021. VDE Verlag GmbH Berlin Offenbach.. Details URL BIB
  • October 2021 A vision on Smart, Decentralised Edge Computing Research Directions Rute C. Sofia and John Soldatos EU-IoT white paper, ():, October 2021. Details URL BIB
  • October 2021 Exploring Architectural Design Decisions in Industry 4.0: A Literature Review and Taxonomy Tarik Terzimehić , Kirill Dorofeev and Sebastian Voss In ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems (MODELS), October 2021. IEEE. Details DOI BIB
  • October 2021 The Internet-of-Things Open Source Ecosystem in 2021 John Soldatos , Rute C. Sofia , Monique Calisti and Dariya Rublova White Paper October 2021. Details URL BIB
  • September 2021 Accountable Federated Machine Learning in Government: Engineering and Management Insights Dian Balta , Mahdi Sellami , Peter Kuhn , Ulrich Schöpp , Matthias Buchinger , Nathalie Baracaldo , Ali Anwar , Heiko Ludwig , Mathieu Sinn , Mark Purcell and Bashar Altakrouri In Electronic Participation - 13th IFIP WG 8.5 International Conference, ePart 2021, pages 125-138, September 2021. Springer. Details URL DOI BIB
  • September 2021 Concept for Modeling and Usage of Functionally Described Capabilities and Skills William Motsch , Kirill Dorofeev , Kathrin Gerber , Sönke Knoch , Alexander David and Martin Ruskowski In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details BIB
  • September 2021 FloMo: Tractable Motion Prediction with Normalizing Flows Christoph Schöller and Alois Knoll In International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, September 2021. IEEE. Details BIB
  • September 2021 Generation of Inter-PLC Communication in Distributed Control Systems Using IEC 61499 David Sieffert and Kirill Dorofeev In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details BIB
  • September 2021 Generation of the Orchestrator Code for Skill-Based Automation Systems Kirill Dorofeev , Sebastian Bergemann , Tarik Terzimehić , Julian Grothoff , Michael Thies and Alois Zoitl In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details DOI BIB
  • September 2021 How Templated Requirements Specifications Inhibit Creativity in Software Engineering Rahul Mohanani , Paul Ralph , Burak Turhan and Vladimir Mandic Transactions on Software Engineering, ():, September 2021. Details URL DOI BIB
  • September 2021 How to Redesign Government Processes for Proactive Public Services? Peter Kuhn , Matthias Buchinger and Dian Balta pages 29-40, EGOV2021 edition, September 2021. Details URL DOI BIB
  • September 2021 PCTMA-Net: Point Cloud Transformer with Morphing Atlas-based Point Generation Network for Dense Point Cloud Completion Jianjie Lin , Markus Rickert , Alexander Perzylo and Alois Knoll In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, September 2021. Details BIB
  • September 2021 Pilot Attitudes Toward AI in the Cockpit: Implications for Design Zelun Tony Zhang , Yuanting Liu and Heinrich Hußmann In 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS), September 2021. IEEE. Details URL DOI BIB
  • September 2021 PLC Integration into Industry 4.0 Middleware: Function Block Library for the Interaction with REST and OPC UA Asset Administration Shells Jonas Gampig , Tarik Terzimehić and Kirill Dorofeev In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details DOI BIB
  • September 2021 Towards Service Deployment and Composition in Industry 4.0 Tarik Terzimehić , Kirill Dorofeev , Sebastian Bergemann , Alois Zoitl and Sebastian Voss In IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), September 2021. IEEE. Details DOI BIB
  • September 2021 Type-based Enforcement of Infinitary Trace Properties for Java Serdar Erbatur , Ulrich Schöpp and Chuangjie Xu In PPDP 2021: 23rd International Symposium on Principles and Practice of Declarative Programming, September 2021. ACM. Details DOI BIB