Edouard Fouché

According to our database, Edouard Fouché authored at least 20 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adaptive Bernstein change detector for high-dimensional data streams.

Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm

Data Min. Knowl. Discov., May, 2024

Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits.

Junpei Komiyama, Edouard Fouché, Junya Honda

J. Mach. Learn. Res., 2024

Leveraging Plasticity in Incremental Decision Trees.

Marco Heyden, Heitor Murilo Gomes, Edouard Fouché, Bernhard Pfahringer, Klemens Böhm

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

DEAL: Data-Efficient Active Learning for Regression Under Drift.

Béla H. Böhnke, Edouard Fouché, Klemens Böhm

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals.

Marco Heyden, Vadim Arzamasov, Edouard Fouché, Klemens Böhm

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

MicroPPO: Safe Power Flow Management in Decentralized Micro-Grids with Proximal Policy Optimization.

Daniel Ebi, Edouard Fouché, Marco Heyden, Klemens Böhm

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023

Multi-kernel Times Series Outlier Detection.

Florian Kalinke, Edouard Fouché, Haiko Thiessen, Klemens Böhm

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

Scalable Online Change Detection for High-dimensional Data Streams.

Florian Kalinke, Marco Heyden, Edouard Fouché, Klemens Böhm

CoRR, 2022

Tandem Outlier Detectors for Decentralized Data.

Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen, Thomas Gwosch

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

2021

Efficient subspace search in data streams.

Edouard Fouché, Florian Kalinke, Klemens Böhm

Inf. Syst., 2021

A framework for dependency estimation in heterogeneous data streams.

Edouard Fouché, Alan Mazankiewicz, Florian Kalinke, Klemens Böhm

Distributed Parallel Databases, 2021

An Evaluation of NILM Approaches on Industrial Energy-Consumption Data.

Florian Kalinke, Pawel Bielski, Snigdha Singh, Edouard Fouché, Klemens Böhm

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2020

Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams.

Edouard Fouché

PhD thesis, 2020

Mining Text Outliers in Document Directories.

Edouard Fouché, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Böhm, Jiawei Han

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Reducing energy time series for energy system models via self-organizing maps.

Hasan Ümitcan Yilmaz, Edouard Fouché, Thomas Dengiz, Lucas Krauß, Dogan Keles, Wolf Fichtner

it Inf. Technol., 2019

Monte Carlo Dependency Estimation.

Edouard Fouché, Klemens Böhm

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

Scaling Multi-Armed Bandit Algorithms.

Edouard Fouché, Junpei Komiyama, Klemens Böhm

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

In-Database Geospatial Analytics using Python.

Avipsa Roy, Edouard Fouché, Rafael Rodriguez Morales, Gregor Möhler

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019

Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data.

Daniel Popovic, Edouard Fouché, Klemens Böhm

Proceedings of the Advances in Databases and Information Systems, 2019

2018

In-database analytics with ibmdbpy.

Edouard Fouché, Alexander Eckert, Klemens Böhm

Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018