| Kernel Null Space Methods for Novelty Detection P Bodesheim, A Freytag, E Rodner, M Kemmler, J Denzler CVPR 2013, 3374--3381, 2013 | 94 | 2013 |
| Active learning and discovery of object categories in the presence of unnameable instances C Kading, A Freytag, E Rodner, P Bodesheim, J Denzler Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 55 | 2015 |
| When tree rings go global: challenges and opportunities for retro-and prospective insight F Babst, P Bodesheim, N Charney, AD Friend, MP Girardin, S Klesse, ... Quaternary Science Reviews 197, 1-20, 2018 | 47 | 2018 |
| Local Novelty Detection in Multi-class Recognition Problems P Bodesheim, A Freytag, E Rodner, J Denzler WACV 2015, 2015 | 40 | 2015 |
| Improved tree-ring archives will support earth-system science F Babst, B Poulter, P Bodesheim, MD Mahecha, DC Frank Nature Ecology & Evolution 1 (2), 1-2, 2017 | 35 | 2017 |
| Labeling examples that matter: Relevance-based active learning with gaussian processes A Freytag, E Rodner, P Bodesheim, J Denzler German Conference on Pattern Recognition, 282-291, 2013 | 28 | 2013 |
| Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product P Bodesheim, M Jung, F Gans, MD Mahecha, M Reichstein Earth System Science Data 10, 1327-1365, 2018 | 26 | 2018 |
| Large-scale gaussian process classification with flexible adaptive histogram kernels E Rodner, A Freytag, P Bodesheim, J Denzler European Conference on Computer Vision, 85-98, 2012 | 26 | 2012 |
| Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach M Jung, C Schwalm, M Migliavacca, S Walther, G Camps-Valls, S Koirala, ... Biogeosciences 17 (5), 1343-1365, 2020 | 20 | 2020 |
| Rapid uncertainty computation with gaussian processes and histogram intersection kernels A Freytag, E Rodner, P Bodesheim, J Denzler Asian Conference on Computer Vision, 511-524, 2012 | 19 | 2012 |
| Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques M Flach, F Gans, A Brenning, J Denzler, M Reichstein, E Rodner, ... Earth System Dynamics 8 (3), 677-696, 2017 | 16 | 2017 |
| Diagnosing the dynamics of observed and simulated ecosystem gross primary productivity with time causal information theory quantifiers S Sippel, H Lange, MD Mahecha, M Hauhs, P Bodesheim, T Kaminski, ... PloS one 11 (10), e0164960, 2016 | 13 | 2016 |
| Earth system data cubes unravel global multivariate dynamics MD Mahecha, F Gans, G Brandt, R Christiansen, SE Cornell, N Fomferra, ... Earth System Dynamics, 201-234, 2020 | 12 | 2020 |
| Temporal video segmentation by event detection: A novelty detection approach MV Krishna, P Bodesheim, M Körner, J Denzler Pattern recognition and image analysis 24 (2), 243-255, 2014 | 11 | 2014 |
| Ranking drivers of global carbon and energy fluxes over land G Camps-Valls, M Jung, K Ichii, D Papale, G Tramontana, P Bodesheim, ... 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015 | 9 | 2015 |
| Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques, Earth Syst. Dynam., 8, 677–696 M Flach, F Gans, A Brenning, J Denzler, M Reichstein, E Rodner, ... | 7 | 2017 |
| Maximally divergent intervals for anomaly detection E Rodner, B Barz, Y Guanche, M Flach, M Mahecha, P Bodesheim, ... arXiv preprint arXiv:1610.06761, 2016 | 7 | 2016 |
| Divergence-Based One-Class Classification Using Gaussian Processes P Bodesheim, E Rodner, A Freytag, J Denzler BMVC 2012, 50.1--50.11, 2012 | 7 | 2012 |
| Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product, Earth Syst. Sci. Data, 10, 1327–1365 P Bodesheim, M Jung, F Gans, MD Mahecha, M Reichstein | 5 | 2018 |
| Large-scale gaussian process inference with generalized histogram intersection kernels for visual recognition tasks E Rodner, A Freytag, P Bodesheim, B Fröhlich, J Denzler International Journal of Computer Vision 121 (2), 253-280, 2017 | 5 | 2017 |
Joachim DenzlerProfessor für Informatik, Friedrich-Schiller University JenaVerified email at uni-jena.de
