Evolution-based online automated machine learning C Kulbach, J Montiel, M Bahri, M Heyden, A Bifet Pacific-Asia Conference on Knowledge Discovery and Data Mining, 472-484, 2022 | 9 | 2022 |
Fogsy: Towards holistic industrial AI management in fog and edge environments P Wiener, P Zehnder, M Heyden, P Philipp, D Riemer KuVS-Fachgespräch Fog Computing 2020, 16, 2020 | 4 | 2020 |
Scalable Online Change Detection for High-dimensional Data Streams F Kalinke, M Heyden, E Fouché, K Bohm CoRR, 2022 | 3 | 2022 |
Adaptive Bernstein change detector for high-dimensional data streams M Heyden, E Fouché, V Arzamasov, T Fenn, F Kalinke, K Böhm Data Mining and Knowledge Discovery 38 (3), 1334-1363, 2024 | 2 | 2024 |
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals M Heyden, V Arzamasov, E Fouché, K Böhm Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 1 | 2024 |
Leveraging Plasticity in Incremental Decision Trees M Heyden, HM Gomes, E Fouché, B Pfahringer, K Böhm Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 1 | 2024 |
Generalizability of experimental studies F Matteucci, V Arzamasov, J Cribeiro-Ramallo, M Heyden, K Ntounas, ... arXiv preprint arXiv:2406.17374, 2024 | 1 | 2024 |
Tandem Outlier Detectors for Decentralized Data M Heyden, J Wilwer, E Fouché, S Thoma, S Matthiesen, T Gwosch Proceedings of the 34th International Conference on Scientific and …, 2022 | 1 | 2022 |
CapyMOA: Efficient Machine Learning for Data Streams in Python HM Gomes, A Lee, N Gunasekara, Y Sun, GW Cassales, J Liu, M Heyden, ... arXiv preprint arXiv:2502.07432, 2025 | | 2025 |
MicroPPO: Safe Power Flow Management in Decentralized Micro-Grids with Proximal Policy Optimization D Ebi, E Fouché, M Heyden, K Böhm 2024 IEEE 11th International Conference on Data Science and Advanced …, 2024 | | 2024 |
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection F Kalinke, M Heyden, G Gntuni, E Fouché, K Böhm arXiv preprint arXiv:2205.12706, 2022 | | 2022 |
Can You Trust Your Experiments? Generalizability of Experimental Studies F Matteucci, V Arzamasov, J Cribeiro-Ramallo, M Heyden, K Ntounas, ... | | |