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Edouard Fouché
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Scaling Multi-Armed Bandit Algorithms
E Fouché, J Komiyama, K Böhm
The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’19), 2019
212019
Reducing energy time series for energy system models via self-organizing maps
HÜ Yilmaz, E Fouché, T Dengiz, L Krauß, D Keles, W Fichtner
it-Information Technology, 2019
82019
Monte Carlo Dependency Estimation
E Fouché, K Böhm
Proceedings of the 31st International Conference on Scientific and …, 2019
72019
An evaluation of nilm approaches on industrial energy-consumption data
F Kalinke, P Bielski, S Singh, E Fouché, K Böhm
Proceedings of the Twelfth ACM International Conference on Future Energy …, 2021
62021
In-database analytics with ibmdbpy
E Fouché, A Eckert, K Böhm
Proceedings of the 30th International Conference on Scientific and …, 2018
62018
Mining Text Outliers in Document Directories
E Fouché, Y Meng, F Guo, H Zhuang, K Böhm, J Han
Proceedings of the 20th IEEE International Conference on Data Mining (ICDM ’20), 2020
52020
Unsupervised artificial neural networks for outlier detection in high-dimensional data
D Popovic, E Fouché, K Böhm
European Conference on Advances in Databases and Information Systems, 3-19, 2019
52019
A framework for dependency estimation in heterogeneous data streams
E Fouché, A Mazankiewicz, F Kalinke, K Böhm
Distributed and Parallel Databases, 2020
42020
In-database geospatial analytics using python
A Roy, E Fouché, RR Morales, G Möhler
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on …, 2019
32019
Efficient subspace search in data streams
E Fouché, F Kalinke, K Böhm
Information Systems 97, 101705, 2021
22021
Finite-time analysis of globally nonstationary multi-armed bandits
J Komiyama, E Fouché, J Honda
arXiv preprint arXiv:2107.11419, 2021
12021
Ibmdbpy-spatial: An Open-source implementation of in-database geospatial analytics in Python
A Roy, E Fouché, R Rodriguez Morales, G Moehler
EGU General Assembly Conference Abstracts, 10205, 2017
12017
Tandem Outlier Detectors for Decentralized Data
M Heyden, J Wilwer, E Fouché, S Thoma, S Matthiesen, T Gwosch
Proceedings of the 34st International Conference on Scientific and …, 2022
2022
Scalable Online Change Detection for High-dimensional Data Streams
F Kalinke, M Heyden, E Fouché, K Böhm
arXiv preprint arXiv:2205.12706, 2022
2022
Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams
E Fouché
2020
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Articles 1–15