Marc Rußwurm

Tslearn, A Machine Learning Toolkit for Time Series Data

Romain Tavenard, Johann Faouzi, Gilles Vandewiele et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2020 · 422 citations · Full text

Computing, Data Science, Machine Learning +15

Self-attention for raw optical Satellite Time Series Classification

Marc Rußwurm, Marco Körner · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 332 citations · Full text

Computing, Data Science, Earth Sciences +10

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

Tim G. J. Rudner, Marc Rußwurm, Jakub Fil et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 115 citations · Full text

Computing, Emergency Planning, Geoinformatics +17

MULTI-TEMPORAL LAND COVER CLASSIFICATION WITH LONG SHORT-TERM MEMORY NEURAL NETWORKS

Marc Rußwurm, Marco Körner · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2017 · 96 citations · Full text

Computing, Earth Sciences, Crop Sensing +16

End-to-end learned early classification of time series for in-season crop type mapping

Marc Rußwurm, Nicolas Courty, Rémi Emonet et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 90 citations · Full text

Computing, Computer Science, Crop Sciences +17