Proceedings of the Upper-Rhine Artificial Intelligence Symposium 2024

Articles

• Enhancing Phishing Email Detection with Context-Augmented Open Large Language Models

  Jan Conrad, Fabian Nicklas, Nicolas Ventulett

  • PDF (English)

• AI Chatbots in Design Thinking

  Simone Braun, Christian Hansmann

  • PDF (English)

• The Potential of Generative AI for Systematic Engineering Innovation

  Pavel Livotov, Mas'udah Mas'udah

  • PDF (English)

• Evaluating AI-Generated Solution Ideas: A Comparative Study of AI and Human Assessments for Sustainable Process Design

  Masudah Masudah, Pavel Livotov, Saptadi Nugroho

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• AI Adaption within SMEs: Analysis of Impedances and Suggested Approaches

  Celeste Chudyk, Damian Läufer, Simone Braun, Tobias Hagen

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• Supervised Transfer Learning Framework for Fault Diagnosis in Wind Turbines

  Kenan Weber, Christine Preisach

  • PDF (English)

• Specification and Identification of Relationships between Products in the Food Segment

  Sian Brumm, Rolf Krieger, Christoph Brosch

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• Exploration of Neural Network Architectures for Inertia Parameter Identification of a Robotic Arm

  Thomas Granser, Maximilian Giessler, Stefan Glaser, Bernd Waltersberger, Stefan Hensel

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• Data augmentation for pathogen segmentation in vinewood fluorescence microscopy images

  Julie Munsch, Sonia Ouali, Jean-Baptiste Courbot, Romain Pierron, Olivier Haeberlé

  • PDF (English)

• AI-Guided Noise Reduction for Urban Geothermal Drilling

  Daniel Ladwig, Martin Spitznagel, Jan Vaillant, Klaus Dorer, Janis Keuper

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• Artificial Intelligence for Quality Assurance and Troubleshooting in Industry

  Rudolf Hoffmann, Slimane Arbaoui, Léa Charbonnier, Amel Hidouri, Ali Ayadi, Franco Giustozzi, Thomas Heitz, Julien Saunier, Frédéric Pelascini, Christoph Reich, Ahmed Samet, Cecilia Zanni-Merk

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• Can Machine Learning and Explainable Artificial Intelligence Help to Improve an Expert Model for Predicting Thermomechanical Fatigue?

  Daniela Oelke, Stefan Glaser, Thomas Seifert

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• Prediction of PV Power Production with Neural ODEs on the base of Weather data

  Lukas Schwab, Louis Emier, Paul Machauer, Michael Quarti, Rainer Gasper

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• Leveraging Generative AI for Enhancing Domain-Driven Software Design

  Götz-Henrik Wiegand, Filip Stepniak, Patrick Baier

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• Semi-supervised mold differentiation using typical laboratory results as label data

  Henrik Pichler, Janis Keuper, Matthew Copping

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• Content Creation with GenAI: Use Case on ClimaClic´s Instagram Marketing

  Diana Kolbe, Andrea Mueller, Barbara Woerz

  • PDF (English)

• A Commissioning-Oriented Fault Detection Framework for Building Heating Systems Using SARIMAX Models

  Parantapa, Ralph Eismann

  • PDF (English)