| Erscheinungsdatum | Titel | Autor(en) |
| 1 | 2021 | A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring. | Bloemheuvel, Stefan; van den Hoogen, Jurgen; Atzmueller, Martin |
| 2 | 2023 | A Neuro-Symbolic Approach for Anomaly Detection and Complex Fault Diagnosis Exemplified in the Automotive Domain | Bohne, Tim; Windler, Anne-Kathrin Patricia; Atzmueller, Martin |
| 3 | 2021 | Classifying Multivariate Signals in Rolling Bearing Fault Detection Using Adaptive Wide-Kernel CNNs | van den Hoogen, Jurgen; Bloemheuvel, Stefan; Atzmueller, Martin |
| 4 | 2021 | Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data | Schwenke, Leonid; Atzmueller, Martin |
| 5 | 2023 | Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches | Bloemheuvel, Stefan; van den Hoogen, Jurgen; Atzmueller, Martin |
| 6 | 2022 | Graph neural networks for multivariate time series regression with application to seismic data | Bloemheuvel, Stefan; van den Hoogen, Jurgen; Jozinovic, Dario; Michelini, Alberto; Atzmueller, Martin |
| 7 | 2023 | Hyperparameter analysis of wide-kernel CNN architectures in industrial fault detection: an exploratory study | van den Hoogen, Jurgen; Hudson, Dan; Bloemheuvel, Stefan; Atzmueller, Martin |
| 8 | 2023 | Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets | Lanfer, Eric; Sylvester, Sophia; Aschenbruck, Nils; Atzmueller, Martin |
| 9 | 2021 | Many-Objective Optimization for Anomaly Detection on Multi-Layer Complex Interaction Networks | Maulana, Asep; Atzmueller, Martin |
| 10 | 2021 | Mining communities and their descriptions on attributed graphs: a survey | Atzmueller, Martin ; Guennemann, Stephan; Zimmermann, Albrecht |
| 11 | 2023 | Multi-Level Analysis of Learning Management Systems' User Acceptance Exemplified in Two System Case Studies | Shayan, Parisa; Rondinelli, Roberto; van Zaanen, Menno; Atzmueller, Martin |
| 12 | 2022 | multiSyncPy: A Python package for assessing multivariate coordination dynamics | Hudson, Dan; Wiltshire, Travis J.; Atzmueller, Martin |
| 13 | 2022 | Performance Evaluation of GNSS Position Augmentation Methods for Autonomous Vehicles in Urban Environments | Swaminathan, Harihara Bharathy; Sommer, Aron; Becker, Andreas; Atzmueller, Martin |
| 14 | 2022 | Proceedings of the 2nd International Workshop on Explainable and Interpretable Machine Learning (XI-ML) – PREFACE | Atzmueller, Martin ; Kliegr, Tomáš; Schmid, Ute |
| 15 | 2022 | Resilience in sports: a multidisciplinary, dynamic, and personalized perspective | Den Hartigh, Ruud J. R.; Meerhoff, L. Rens A.; Van Yperen, Nico W.; Neumann, Niklas D.; Brauers, Jur J.; Frencken, Wouter G. P.; Emerencia, Ando; Hill, Yannick; Platvoet, Sebastiaan; Atzmueller, Martin ; Lemmink, Koen A. P. M.; Brink, Michel S. |
| 16 | 2021 | Show Me What You’re Looking For: Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data | Schwenke, Leonid; Atzmueller, Martin |
| 17 | 2020 | Social Analytics of Team Interaction using Dynamic Complexity Heat Maps and Network Visualizations. | Wiltshire, Travis J.; Hudson, Dan; Lijdsman, Philia; Wever, Stijn; Atzmueller, Martin |
Lädt ...
2
0
20
0
false