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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
322019
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
232021
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
102019
Monte Carlo Dependency Estimation
E Fouché, K Böhm
Proceedings of the 31st International Conference on Scientific and …, 2019
92019
Unsupervised artificial neural networks for outlier detection in high-dimensional data
D Popovic, E Fouché, K Böhm
Advances in Databases and Information Systems: 23rd European Conference …, 2019
92019
Efficient subspace search in data streams
E Fouché, F Kalinke, K Böhm
Information Systems 97, 101705, 2021
82021
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
82020
A framework for dependency estimation in heterogeneous data streams
E Fouché, A Mazankiewicz, F Kalinke, K Böhm
Distributed and Parallel Databases, 2020
62020
In-database analytics with ibmdbpy
E Fouché, A Eckert, K Böhm
Proceedings of the 30th International Conference on Scientific and …, 2018
62018
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
42019
Finite-time analysis of globally nonstationary multi-armed bandits
J Komiyama, E Fouché, J Honda
arXiv preprint arXiv:2107.11419, 2021
32021
Scalable Online Change Detection for High-dimensional Data Streams
F Kalinke, M Heyden, E Fouché, K Böhm
arXiv preprint arXiv:2205.12706v2, 2023
22023
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals
M Heyden, V Arzamasov, E Fouché, K Böhm
arXiv preprint arXiv:2306.07071, 2023
12023
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
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, 1-30, 2024
2024
Multi-kernel Times Series Outlier Detection
F Kalinke, E Fouché, H Thiessen, K Böhm
International Conference on Discovery Science, 688-702, 2023
2023
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
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection
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
Karlsruher Institut für Technologie (KIT), 2020
2020
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Articles 1–19