Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations R Meyes, CW de Puiseau, AF Posada-Moreno, T Meisen arXiv preprint arXiv:2004.01254, 2020 | 25 | 2020 |
Simulation-as-a-service for reinforcement learning applications by example of heavy plate rolling processes C Scheiderer, T Thun, C Idzik, AF Posada-Moreno, A Krämer, J Lohmar, ... Procedia Manufacturing 51, 897-903, 2020 | 11 | 2020 |
Eclad: extracting concepts with local aggregated descriptors AF Posada-Moreno, N Surya, S Trimpe Pattern Recognition 147, 110146, 2024 | 10 | 2024 |
Actionable artificial intelligence for the future of production M Behery, P Brauner, HA Zhou, MS Uysal, V Samsonov, M Bellgardt, ... Internet of Production: Fundamentals, Methods and Applications, 91-136, 2023 | 8 | 2023 |
Neural-Network-based State Estimation: the effect of Pseudo-measurements A Bragantini, D Baroli, AF Posada-Moreno, A Benigni 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 1-6, 2021 | 6 | 2021 |
Transfer of hierarchical reinforcement learning structures for robotic manipulation tasks C Scheiderer, M Mosbach, AF Posada-Moreno, T Meisen 2020 International Conference on Computational Science and Computational …, 2020 | 5 | 2020 |
Method and System for Real-Time Livestock Management AF Posada-Moreno, DJ Mejia US Patent App. 16/225,740, 2019 | 4* | 2019 |
Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons. T Otte, AF Posada-Moreno, F Hübenthal, M Haßler, H Bartels, ... ICPRAM, 432-439, 2022 | 3 | 2022 |
Cargo Wagon Structural Health Estimation Using Computer Vision AF Posada-Moreno, C Kleinb, M Haßler, D Peharb, AF Solvay, ... European Research and Technology Conference on Transport and Mobility, 2020 | 3 | 2020 |
Process Parameter Prediction for Fused Deposition Modeling Using Invertible Neural Networks L Pelzer, AF Posada-Moreno, K Müller, C Greb, C Hopmann Polymers 15 (8), 1884, 2023 | 2 | 2023 |
Holistic data infrastructure and analytics system for rail freight transport T Otte, H Bartels, AF Posada-Moreno, M Haßler, G Wittenburg 14th ITS European Congress, 2020 | 2 | 2020 |
Scalable Concept Extraction in Industry 4.0 AF Posada-Moreno, K Müller, F Brillowski, F Solowjow, T Gries, S Trimpe World Conference on Explainable Artificial Intelligence, 512-535, 2023 | 1 | 2023 |
Objectifying machine setup and parameter selection in expert knowledge dependent industries using invertible neural networks K Müller, A Posada-Moreno, L Pelzer, T Gries International Conference on Flexible Automation and Intelligent …, 2022 | 1 | 2022 |
Scale-preserving automatic concept extraction (SPACE) AF Posada-Moreno, L Kreisköther, T Glander, S Trimpe Machine Learning 112 (11), 4495-4525, 2023 | | 2023 |
Towards Cargo Wagons Brake Health Scoring through Image Processing. AF Posada-Moreno, T Otte, D Pehar, M Haßler, H Bartels, A Abdelrazeq, ... ICPRAM, 423-431, 2022 | | 2022 |