Ten deep learning techniques to address small data problems with remote sensing A Safonova, G Ghazaryan, S Stiller, M Main-Knorn, C Nendel, M Ryo International Journal of Applied Earth Observation and Geoinformation 125 …, 2023 | 82 | 2023 |
Deep learning for sustainable agriculture needs ecology and human involvement M Ryo, J Schiller, S Stiller, JC Rivera Palacio, K Mengsuwan, A Safonova, ... Journal of Sustainable Agriculture and Environment 2 (1), 40-44, 2023 | 13 | 2023 |
Improving spatial transferability of deep learning models for small-field crop yield prediction S Stiller, K Grahmann, G Ghazaryan, M Ryo ISPRS Open Journal of Photogrammetry and Remote Sensing 12, 100064, 2024 | 3 | 2024 |
Deep learning image analysis for filamentous fungi taxonomic classification: Dealing with small datasets with class imbalance and hierarchical grouping S Stiller, JF Dueñas, S Hempel, MC Rillig, M Ryo Biology Methods and Protocols 9 (1), bpae063, 2024 | 2 | 2024 |
Understanding Agricultural Landscape Dynamics with Explainable Artificial Intelligence S Stiller Gesellschaft für Informatik eV, 2023 | | 2023 |
Observation and Geoinformation A Safonova, G Ghazaryan, S Stiller, M Main-Knorn, C Nendel, M Ryo International Journal of Applied Earth Observation and Geoinformation 125 …, 2023 | | 2023 |
ISPRS Open Journal of Photogrammetry and Remote Sensing S Stiller, K Grahmann, G Ghazaryan, M Ryo | | |