| Benchmarking AutoML-supported lead time prediction J Bender, M Trat, J Ovtcharova Procedia Computer Science 200, 482-494, 2022 | 25 | 2022 |
| Towards a B2B integration framework for smart services in Industry 4.0 V Schubert, S Kuehner, T Krauss, M Trat, J Bender Procedia Computer Science 217, 1649-1659, 2023 | 14 | 2023 |
| Energy-Flexible Job-Shop Scheduling Using Deep Reinforcement Learning M Felder, D Steiner, P Busch, M Trat, C Sun, J Bender, J Ovtcharova | 7 | 2023 |
| Artificial-intelligence-enabled dynamic demand response system for maximizing the use of renewable electricity in production processes H Wicaksono, M Trat, A Bashyal, T Boroukhian, M Felder, M Ahrens, ... The International Journal of Advanced Manufacturing Technology, 1-25, 2024 | 4 | 2024 |
| Unsupervised Anomaly Detection and Root Cause Analysis for an Industrial Press Machine based on Skip-Connected Autoencoder C Sun, M Trat, J Bender, J Ovtcharova, G Jeppesen, J Bär 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 2 | 2022 |
| Designing Concept Drift Detection Ensembles: A Survey M Trat, J Ovtcharova 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | 1 | 2023 |
| Modeling a Reference Architecture for Concept Drift Adaptation Systems M Trat, M Elstermann, J Deckers, J Ovtcharova | | 2025 |
| Self-supervised representation learning for robust fine-grained human hand action recognition in industrial assembly lines F Sturm, M Trat, R Sathiyababu, H Allipilli, B Menz, E Hergenroether, ... Machine Vision and Applications 36 (1), 1-14, 2025 | | 2025 |
| A Nature-Inspired Concept Drift Adaptation Method for Industrial Data Stream Regression M Trat, P Bergmann, A Ott, J Ovtcharova International Conference on Flexible Automation and Intelligent …, 2024 | | 2024 |
| Sensitivity-Based Optimization of Unsupervised Drift Detection for Categorical Data Streams M Trat, J Bender, J Ovtcharova Karlsruher Institut für Technologie (KIT), 2022 | | 2022 |
| Inference of Traffic Regulations at Intersections Based on Trajectory Data M Trat Karlsruher Institut für Technologie (KIT), 2020 | | 2020 |
| Betrachtung von Koppelelementen in der Finite Elemente Analyse zur Anbindung externer Steifigkeiten mithilfe der Software Abaqus/Standard: B08/16 M Trat Universität Bayreuth, Fakultät für Ingenieurwissenschaften, Lehrstuhl …, 2016 | | 2016 |
| Research Track M Trat, J Ovtcharova, D Bojko, J Cichoń, M Kutyłowski, C Balestra, B Li, ... | | |
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