| A fully automated TerraSAR-X based flood service S Martinis, J Kersten, A Twele ISPRS Journal of Photogrammetry and Remote Sensing 104, 203-212, 2015 | 302 | 2015 |
| Framework for automated UAS-based structural condition assessment of bridges G Morgenthal, N Hallermann, J Kersten, J Taraben, P Debus, M Helmrich, ... Automation in Construction 97, 77-95, 2019 | 176 | 2019 |
| A multi-scale flood monitoring system based on fully automatic MODIS and TerraSAR-X processing chains S Martinis, A Twele, C Strobl, J Kersten, E Stein Remote Sensing 5 (11), 5598-5619, 2013 | 98 | 2013 |
| Simultaneous feature selection and Gaussian mixture model estimation for supervised classification problems J Kersten Pattern recognition 47 (8), 2582-2595, 2014 | 37 | 2014 |
| Robust Filtering of Crisis-related Tweets J Kersten, A Kruspe, M Wiegmann, F Klan ISCRAM 2019 Conference Proceedings - 16th International Conference on …, 2019 | 33 | 2019 |
| What happens where during disasters? A Workflow for the multifaceted characterization of crisis events based on Twitter data J Kersten, F Klan Journal of Contingencies and Crisis Management 28 (3), 262-280, 2020 | 30 | 2020 |
| Detection of actionable tweets in crisis events A Kruspe, J Kersten, F Klan Natural Hazards and Earth System Sciences 21 (6), 1825-1845, 2021 | 27 | 2021 |
| GazPNE2: A general place name extractor for microblogs fusing gazetteers and pretrained transformer models X Hu, Z Zhou, Y Sun, J Kersten, F Klan, H Fan, M Wiegmann IEEE Internet of Things Journal 9 (17), 16259-16271, 2022 | 26 | 2022 |
| Opportunities and risks of disaster data from social media: a systematic review of incident information M Wiegmann, J Kersten, H Senaratne, M Potthast, F Klan, B Stein Natural Hazards and Earth System Sciences Discussions 2020, 1-16, 2020 | 23 | 2020 |
| Analysis of detection models for disaster-related tweets M Wiegmann, J Kersten, F Klan, M Potthast, B Stein Analysis of Detection Models for Disaster-Related Tweets, 872-880, 2020 | 23 | 2020 |
| GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules X Hu, HS Al-Olimat, J Kersten, M Wiegmann, F Klan, Y Sun, H Fan International Journal of Geographical Information Science 36 (2), 310-337, 2022 | 21 | 2022 |
| Location reference recognition from texts: A survey and comparison X Hu, Z Zhou, H Li, Y Hu, F Gu, J Kersten, H Fan, F Klan ACM Computing Surveys 56 (5), 1-37, 2023 | 20 | 2023 |
| Detection of informative tweets in crisis events A Kruspe Deutsche Nationalbibliothek, 2021 | 19 | 2021 |
| Detecting event-related tweets by example using few-shot models A Kruspe, J Kersten, F Klan 16th International Conference on Information Systems for Crisis Response and …, 2019 | 18 | 2019 |
| Airborne near-real-time monitoring of assembly and parking areas in case of large-scale public events and natural disasters H Römer, J Kersten, R Kiefl, S Plattner, A Mager, S Voigt International Journal of Geographical Information Science 28 (4), 682-699, 2014 | 14 | 2014 |
| Potentials of Autonomous UAS and Automated Image Analysis for Structural Health Monitoring J Kersten, V Rodehorst, N Hallermann, P Debus, G Morgenthal IABSE, 2018 | 13 | 2018 |
| Combining supervised and unsupervised learning to detect and semantically aggregate crisis-related twitter content J Kersten, J Bongard, F Klan 18th International Conference on Information Systems for Crisis Response and …, 2021 | 11 | 2021 |
| How can voting mechanisms improve the robustness and generalizability of toponym disambiguation? X Hu, Y Sun, J Kersten, Z Zhou, F Klan, H Fan International Journal of Applied Earth Observation and Geoinformation 117 …, 2023 | 10 | 2023 |
| Classification of Incident-related Tweets: Tackling Imbalanced Training Data using Hybrid CNNs and Translation-based Data Augmentation A Kruspe, J Kersten, M Wiegmann, B Stein, F Klan Text REtrieval Conference (TREC), 2018, 2018 | 10 | 2018 |
| Evaluation of change detection techniques using very high resolution optical satellite imagery A Cerovecki, S Gharahjeh, E Harirchian, D Ilin, K Okhotnikova, J Kersten Preface 2, 20, 2015 | 10 | 2015 |
Friederike KlanDepartment Head, Institute of Data Science, German Aerospace Center (DLR)Verifierad e-postadress på dlr.de
