Edouard Fouché

29 papers A* 3A 1B 5C 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting.
CIKM
Shiqiao Zhou, Holger Schöner, Huanbo Lyu, Edouard Fouché, Shuo Wang
2025 J jnl
BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting.
CoRR
Shiqiao Zhou, Holger Schöner, Huanbo Lyu, Edouard Fouché, Shuo Wang
2025 J jnl
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection.
Trans. Mach. Learn. Res.
Florian Kalinke, Marco Heyden, Georg Gntuni, Edouard Fouché, Klemens Böhm
2025 — conf
The Brownian Integral Kernel: A New Kernel for Modeling Integrated Brownian Motions.
PAKDD (6)
Béla H. Böhnke, Edouard Fouché, Klemens Böhm
2024 J jnl
Adaptive Bernstein change detector for high-dimensional data streams.
Data Min. Knowl. Discov.
Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm
2024 A* conf
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals.
KDD
Marco Heyden, Vadim Arzamasov, Edouard Fouché, Klemens Böhm
2024 — conf
DEAL: Data-Efficient Active Learning for Regression Under Drift.
PAKDD (6)
Béla H. Böhnke, Edouard Fouché, Klemens Böhm
2024 J jnl
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits.
J. Mach. Learn. Res.
Junpei Komiyama, Edouard Fouché, Junya Honda
2024 — conf
Leveraging Plasticity in Incremental Decision Trees.
ECML/PKDD (5)
Marco Heyden, Heitor Murilo Gomes, Edouard Fouché, Bernhard Pfahringer, Klemens Böhm
2024 B conf
MicroPPO: Safe Power Flow Management in Decentralized Micro-Grids with Proximal Policy Optimization.
DSAA
Daniel Ebi, Edouard Fouché, Marco Heyden, Klemens Böhm
2023 J jnl
Adaptive Bernstein Change Detector for High-Dimensional Data Streams.
CoRR
Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm
2023 J jnl
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals.
CoRR
Marco Heyden, Vadim Arzamasov, Edouard Fouché, Klemens Böhm
2023 B conf
Multi-kernel Times Series Outlier Detection.
DS
Florian Kalinke, Edouard Fouché, Haiko Thiessen, Klemens Böhm
2022 J jnl
Scalable Online Change Detection for High-dimensional Data Streams.
CoRR
Florian Kalinke, Marco Heyden, Edouard Fouché, Klemens Böhm
2022 B conf
Tandem Outlier Detectors for Decentralized Data.
SSDBM
Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen, Thomas Gwosch
2021 J jnl
A framework for dependency estimation in heterogeneous data streams.
Distributed Parallel Databases
Edouard Fouché, Alan Mazankiewicz, Florian Kalinke, Klemens Böhm
2021 — conf
An Evaluation of NILM Approaches on Industrial Energy-Consumption Data.
e-Energy
Florian Kalinke, Pawel Bielski, Snigdha Singh, Edouard Fouché, Klemens Böhm
2021 J jnl
Efficient subspace search in data streams.
Inf. Syst.
Edouard Fouché, Florian Kalinke, Klemens Böhm
2021 J jnl
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits.
CoRR
Junpei Komiyama, Edouard Fouché, Junya Honda
2020 J jnl
Efficient Subspace Search in Data Streams.
CoRR
Edouard Fouché, Florian Kalinke, Klemens Böhm
2020 — —
Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams.
Edouard Fouché
2020 A* conf
Mining Text Outliers in Document Directories.
ICDM
Edouard Fouché, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Böhm, Jiawei Han
2019 — conf
In-Database Geospatial Analytics using Python.
ARIC@SIGSPATIAL
Avipsa Roy, Edouard Fouché, Rafael Rodriguez Morales, Gregor Möhler
2019 B conf
Monte Carlo Dependency Estimation.
SSDBM
Edouard Fouché, Klemens Böhm
2019 J jnl
Reducing energy time series for energy system models via self-organizing maps.
it Inf. Technol.
Hasan Ümitcan Yilmaz, Edouard Fouché, Thomas Dengiz, Lucas Krauß, Dogan Keles, Wolf Fichtner
2019 A* conf
Scaling Multi-Armed Bandit Algorithms.
KDD
Edouard Fouché, Junpei Komiyama, Klemens Böhm
2019 C conf
Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data.
ADBIS
Daniel Popovic, Edouard Fouché, Klemens Böhm
2018 B conf
In-database analytics with ibmdbpy.
SSDBM
Edouard Fouché, Alexander Eckert, Klemens Böhm
2018 J jnl
Monte Carlo Dependency Estimation.
CoRR
Edouard Fouché, Klemens Böhm