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DATABASE AND EXPERT SYSTEMS APPLICATIONS-DEXA 2025 WORKSHOPS

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Journal Papers 11
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Prediction of CNC Manufacturing Time Under Real-World Conditions Using Graph Convolutional Networks
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delete2026-01-01
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PREAI
deleteLischka, Fabio; Schwarz, Andreas; Wiesner, Dominik; Wald, Christoph; Schirmeier, Frank; Goehner, Ulrich
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Energy Optimized Piecewise Polynomial Approximation Utilizing Modern Machine Learning Optimizers
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delete2026-01-01
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PREAI
deleteWaclawek, Hannes; Huber, Stefan
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TrustAI: Designing and Implementing a Trustworthy and User-Centered AI Platform
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PREAI
deleteSlijepcevic, Djordje; Klausner, Lukas Daniel; Eigner, Oliver; Ladner, Sara; Kietreiber, Tobias; Belinskaya, Yulia; Kovac, Fabian; Priebe, Torsten; Judmaier, Peter; Litschka, Michael; Zeppelzauer, Matthias
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Collaborative Trustworthy Foundation Model Framework: An Environmental Sustainability Use-Case to Detect Contamination Objects in Organic Waste Streams
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PREAI
deleteValentinitsch, Alexander; Bencik, Batuhan; Brucker, Mathias; Lammer, Gregor; Adami, Cornelia; Kumar, Mohit; Fischer, Lukas; Kromp, Florian
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Deep Learning-Based Defect Detection in Laser Powder Bed Fusion
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deleteBuhl, Cindy; Waheed, Faiza; Goehner, Ulrich
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Towards Real-Time Tool Wear Detection on Edge Devices: A Lightweight Dimensionality Reduction Approach for Spindle Integrated Cutting Force Sensor Data
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delete2026-01-01
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PREAI
deleteUnsin, Sebastian; Mueller, Benedikt; Jaekel, Thomas; Schirmeier, Frank
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Exploring the Benefits of Iterative Retrieval-Augmented Generation for Risk Mitigation in LLM Responses
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PREAI
deleteKubesch, Jonas; Kiesling, Elmar; Ekaputra, Fajar J.; Serles, Umutcan; Toma, Ioan; Havas, Clemens
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Deep Photometric Stereo for Tool Wear Inspection
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PREAI
deleteJaekel, Thomas; Schirmeier, Frank
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Multi-objective Reinforcement Learning for Energy-Efficient Industrial Control
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PREAI
deleteSchaeer, Georg; Seliger, Raphael; Rehrl, Jakob; Huber, Stefan; Hirlaender, Simon
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Efficient Federated Learning Integration into Existing MLOps Pipelines via Centralized Model Management
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delete2026-01-01
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PREAI
deleteKrau, Tatjana; Huber, Florian; Chirakal, Teena; Ricken, Tobias; Luedemann-Ravit, Bernd; Heieck, Frieder
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A Vision-Guided Approach to Pick-and-Place Robotics: From Assembly Drawings to Industrial Assembly Automation
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deleteSeliger, Raphael; Micheler, Matthias; Guel-Ficici, Sebnem; Goehner, Ulrich
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