Scientific publications

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2025

• April 2025 AI, Help Me Think—but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support Leon Reicherts , Zelun Tony Zhang , Elisabeth von Oswald , Yuanting Liu , Yvonne Rogers and Mariam Hassib In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, pages 255:1-255:19, April 2025. ACM. Details URL DOI BIB
• April 2025 Augmenting Human Cognition With Generative AI: Lessons From AI-Assisted Decision-Making Zelun Tony Zhang and Leon Reicherts In CHI '25 T4T: Workshop on Tools for Thought—Research and Design for Understanding, Protecting, and Augmenting Human Cognition with Generative AI, pages 1-5, April 2025. Details URL DOI BIB
• April 2025 Benchmarking Generative AI Models for Deep Learning Test Input Generation Maryam Maryam , Matteo Biagiola , Vincenzo Riccio and Andrea Stocco In Proceedings of the 18th IEEE International Conference on Software Testing, Verification and Validation, April 2025. IEEE. Details URL BIB
• April 2025 Improved Machine Learning Hybrid Approach For Advanced Solar PV Power Forecasting Jessy Matar , Ahmed Elsherif and Markus Duchon In IEEE SusTech 2025 Conference, Los Angeles, CA, USA, April 2025. Details URL DOI BIB
• March 2025 Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems Stefano Carlo Lambertenghi , Hannes Leonhard and Andrea Stocco In Proc. ICST 2025, pages 150-161, March 2025. IEEE. Details URL BIB
• March 2025 Exploring the Potential of Freely Available Satellite Data for Energy Applications Jessy Matar , Mahdi Koubaa and Markus Duchon In 2nd NFDI4Energy Conference 2025, Karlsruhe, March 2025. Details URL BIB
• March 2025 Scalable and Interoperable Data Infrastructure in Energy Domain Mahsa Faraji Shoyari and Markus Duchon In March 2025. 2nd NFDI4Energy Conference 2025. Details URL DOI BIB
• January 2025 Model-Based Systems Engineering with the SPES Modeling Language: Challenges – The Industrial View Sebastian Bergemann and Walter Koch GfSE Verlag, January 2025. Details URL BIB
• January 2025 Model-Based Systems Engineering with the SPES Modeling Language: Usage of the Language Constructs in the SPES Methodology Andreas Bayha , Sebastian Bergemann , Wolfgang Böhm , Jan Philipps , Andreas Vogelsang and Sebastian Voss GfSE Verlag, January 2025. Details URL BIB
• January 2025 Multi-Dimensional Design Space Exploration: Interplay of Architectural Design Decisions in Evolving Manufacturing Systems Tarik Terzimehić Johannes Kepler University, Linz, Austria, January 2025. Details URL BIB
• January 2025 System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi , Andrea Stocco and Lionel C. Briand ACM Transactions on Software Engineering and Methodology, ():, January 2025. Details URL DOI BIB
• 2025 Agile Management for Machine Learning: A Systematic Mapping Study Lucas Romao , Hugo Villamizar , Romeu Oliveira , Silvio Alonso and Marcos Kalinowski In Lecture Notes in Computer Science, 2025. Springer. Details DOI BIB
• 2025 An Equivariant Machine Learning Decoder for 3D Toric Codes Oliver Weißl and Evgenii Egorov In 2025 International Conference on Quantum Communications, Networking, and Computing (QCNC), 2025. IEEE. Details DOI BIB
• 2025 Automatic generation of explainability requirements and software explanations from user reviews Martin Obaidi , Jannik Fischbach , Jakob Droste , Hannah Deters , Marc Herrmann , Jil Klünder , Steffen Krätzig , Hugo Villamizar and Kurt Schneider In 2025 IEEE 33rd International Requirements Engineering Conference Workshops (REW), 2025. IEEE. Details DOI BIB
• 2025 EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks. Michael Neumeier , Jules Lecomte , Nils Kazinski , Soubarna Banik , Bing Li and Axel von Arnim pages 41-48, 2025. IEEE Press. Details URL DOI BIB
• 2025 Exploring the Use of LLMs for the Selection Phase in Systematic Literature Studies Lukas Thode , Umar Iftikhar and Daniel Mendez Information and Software Technology, 184():107757, 2025. Details DOI BIB
• 2025 Identifying Key AI Challenges in Make-To-Order Manufacturing Organisations: A Multiple Case Study Jonatan Flyckt , Tony Gorschek , Daniel Mendez and Niklas Lavesson Journal of Systems and Software, ():112559, 2025. Details DOI BIB
• 2025 Industrial Practices of Requirements Engineering for ML-Enabled Systems in Brazil: An Extended Analysis Antonio Pedro Santos Alves , Marcos Kalinowski , Daniel Mendez , Hugo Villamizar , Kelly Azevedo , Tatiana Escovedo and Helio Lopes Journal of Software Engineering Research and Development, ():, 2025. Details DOI BIB
• 2025 Naming the Pain in Machine Learning-Enabled Systems Engineering Marcos Kalinowski , Daniel Mendez , Görkem Giray , Antonio Pedro Santos Alves , Kelly Azevedo , Tatiana Escovedo , Hugo Villamizar , Helio Lopes , Teresa Baldassarre , Stefan Wagner , Stefan Biffl , Jürgen Musil , Michael Felderer and Niklas Lavesson Information and Software Technology, ():107866, 2025. Details DOI BIB
• 2025 NLP4RE Tools: Classification, Overview and Management Julian Frattini , Michael Unterkalmsteiner , Davide Fucci and Daniel Mendez Springer, 2025. Details DOI BIB