Scientific publications

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2022

• 2022 Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation Peter Bludau and Alexander Pretschner In Proceedings of the 18th International Conference on Predictive Models and Data Analytics in Software Engineering, pages 22-31, 2022. Association for Computing Machinery. Details DOI BIB
• 2022 Laplace Approximation for Real-time Uncertainty Estimation in Object Detection Ming Gui , Tianming Qiu , Fridolin Bauer and Hao Shen 25th IEEE International Conference on Intelligent Transportation Systems (ITSC), ():, 2022. Details BIB
• 2022 Only Time Will Tell: Modelling Information Diffusion in Code Review with Time-Varying Hypergraphs Michael Dorner , Darja Smite , Daniel Mendez , Krzysztof Wnuk and Jacek Czerwonka , 2022. IEEE. Details BIB
• 2022 PR-SZZ: How pull requests can support the tracing of defects in software repositories Peter Bludau and Alexander Pretschner In 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), pages 1-12, 2022. IEEE Computer Society. Details DOI BIB
• 2022 SViT: Hybrid Vision Transformer Models with Scattering Transform Tianming Qiu , Ming Gui , Cheng Yan , Ziqing Zhao and Hao Shen 32nd IEEE International Workshop on Machine Learning for Signal Processing (MLSP), ():, 2022. Details BIB
• 2022 Towards Cost-benefit Evaluation for Continuous Software Engineering Activities Eriks Klotins and Tony Gorschek Empirical Software Engineering, ():, 2022. Details BIB
• 2022 Understanding the Implementation of Technical Measures in the Process of Data Privacy Compliance Oleksandra Klymenko , Stephan Meisenbacher , Oleksandr Kosenkov , Parisa Elahidoost , Daniel Mendez and Florian Matthes , 2022. Proceedings of the 16th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement. Details BIB
• 2022 Work-From-Home is Here to Stay: Call for Flexibility in Post-Pandemic Work Policies Darja Smite , Daniel Mendez , Javier Gonzalez-Huerta , Nils Brede Moe and Jarle Hildrum Journal of Systems and Software, ():, 2022. Details URL DOI BIB

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