LEADER 04845nam 22008295 450 001 9911047670603321 005 20250818130233.0 010 $a3-032-02003-4 024 7 $a10.1007/978-3-032-02003-1 035 $a(CKB)40378429200041 035 $a(MiAaPQ)EBC32265631 035 $a(Au-PeEL)EBL32265631 035 $a(DE-He213)978-3-032-02003-1 035 $a(EXLCZ)9940378429200041 100 $a20250818d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDatabase and Expert Systems Applications - DEXA 2025 Workshops $eAISys and AI4IP, Bangkok, Thailand, August 25?27, 2025, Proceedings /$fedited by Lukas Fischer, Ulrich Göhner, Sebnem Gül-Ficici, Dirk Jacob, Gabriele Kotsis, A Min Tjoa, Ismail Khalil 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (175 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2615 311 08$a3-032-02002-6 327 $a -- AI System Engineering: Math, Modelling and Software. -- Exploring the benefits of iterative retrieval-augmented generation for risk mitiga tion in LLM response. -- TrustAI: Designing and Implementing a Trustworthy and User-Centered AI Plat form. -- Collaborative Trustworthy Foundation Model Framework: An Environmental Sustainability Use-Case to Detect Contamination Objects in Organic Waste Streams. -- Optimisation of Industrial Production with AI Algorithms. -- Efficient Federated Learning Integration into Existing MLOps Pipelines via Centralized Model Management. -- Deep Photometric Stereo for Tool Wear Inspection. -- Multi-Objective Reinforcement Learning for Energy-Efficient Industrial Control. -- Deep learning-based defect detection in laser powder bed fusion. -- Prediction of CNC Manufacturing Time Under Real-World Conditions Using Graph Convolutional Networks. -- A Vision-Guided Approach to Pick-and-Place Robotics: From Assembly Drawings to Industrial Assembly Automation. -- Towards Real-time Tool Wear Detection on Edge Devices: A Lightweight Di mensionality Reduction Approach for Spindle Integrated Cutting Force Sensor Data. -- Energy Optimized Piecewise Polynomial Approximation Utilizing Modern Ma chine Learning Optimizers. 330 $aThis volume constitutes the refereed proceedings of the 7th International Workshop on AI System Engineering: Math, Modelling and Software, AISys 2025 and the First International Workshop on Optimisation of Industrial Production with AI Algorithms, AI4IP, co-located with the 36th International Conference on Database and Expert Systems Applications, DEXA 2025, which took place in Bangkok, Thailand, during August 25-27, 2025. The 11 full papers were thoroughly reviewed and selected from a total of 23 submissions. They are organized in topical sections as follows: AI System Engineering: Math, Modelling and Software; and Optimization of Industrial Production with AI Algorithms. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2615 606 $aDatabase management 606 $aData mining 606 $aData structures (Computer science) 606 $aInformation theory 606 $aSoftware engineering 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aDatabase Management 606 $aData Mining and Knowledge Discovery 606 $aData Structures and Information Theory 606 $aSoftware Engineering 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 615 0$aDatabase management. 615 0$aData mining. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aSoftware engineering. 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 14$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aData Structures and Information Theory. 615 24$aSoftware Engineering. 615 24$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 676 $a005.74 700 $aFischer$b Lukas$01869627 701 $aGo?hner$b Ulrich$01869628 701 $aGül-Ficici$b Sebnem$01869629 701 $aJacob$b Dirk$01869630 701 $aKotsis$b Gabriele$0848995 701 $aTjoa$b A Min$0909730 701 $aKhalil$b Ismail$01379892 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047670603321 996 $aDatabase and Expert Systems Applications - DEXA 2025 Workshops$94477831 997 $aUNINA