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Fabian Gieseke
Fabian Gieseke
Department of Information Systems, University of Münster
Geverifieerd e-mailadres voor uni-muenster.de - Homepage
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Attentional feature fusion
Y Dai, F Gieseke, S Oehmcke, Y Wu, K Barnard
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
10182021
An unexpectedly large count of trees in the West African Sahara and Sahel
M Brandt, CJ Tucker, A Kariryaa, K Rasmussen, C Abel, J Small, J Chave, ...
Nature 587 (7832), 78-82, 2020
4012020
Big universe, big data: machine learning and image analysis for astronomy
J Kremer, K Stensbo-Smidt, F Gieseke, KS Pedersen, C Igel
IEEE Intelligent Systems 32 (2), 16-22, 2017
1372017
Buffer kd trees: processing massive nearest neighbor queries on GPUs
F Gieseke, J Heinermann, C Oancea, C Igel
International Conference on Machine Learning, 172-180, 2014
1212014
Spatial and temporal deep learning methods for deriving land-use following deforestation: A pan-tropical case study using Landsat time series
RN Masolele, V De Sy, M Herold, D Marcos, J Verbesselt, F Gieseke, ...
Remote Sensing of Environment 264, 112600, 2021
902021
More than one quarter of Africa’s tree cover is found outside areas previously classified as forest
F Reiner, M Brandt, X Tong, D Skole, A Kariryaa, P Ciais, A Davies, ...
Nature Communications 14 (1), 2258, 2023
852023
Short-term wind energy forecasting using support vector regression
O Kramer, F Gieseke
Soft computing models in industrial and environmental applications, 6th …, 2011
822011
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda
M Mugabowindekwe, M Brandt, J Chave, F Reiner, DL Skole, A Kariryaa, ...
Nature Climate Change 13 (1), 91-97, 2023
772023
Fast and simple gradient-based optimization for semi-supervised support vector machines
F Gieseke, A Airola, T Pahikkala, O Kramer
Neurocomputing 123, 23-32, 2014
742014
On the realistic validation of photometric redshifts
R Beck, CA Lin, EEO Ishida, F Gieseke, RS de Souza, MV Costa-Duarte, ...
Monthly Notices of the Royal Astronomical Society 468 (4), 4323-4339, 2017
732017
Implementation of BFASTmonitor algorithm on google earth engine to support large-area and sub-annual change monitoring using earth observation data
E Hamunyela, S Rosca, A Mirt, E Engle, M Herold, F Gieseke, ...
Remote Sensing 12 (18), 2953, 2020
652020
Convolutional neural networks for transient candidate vetting in large-scale surveys
F Gieseke, S Bloemen, C van den Bogaard, T Heskes, J Kindler, ...
Monthly Notices of the Royal Astronomical Society 472 (3), 3101-3114, 2017
612017
Deep-learnt classification of light curves
A Mahabal, K Sheth, F Gieseke, A Pai, SG Djorgovski, AJ Drake, ...
2017 IEEE symposium series on computational intelligence (SSCI), 1-8, 2017
562017
Wind energy prediction and monitoring with neural computation
O Kramer, F Gieseke, B Satzger
Neurocomputing 109, 84-93, 2013
492013
A probabilistic approach to emission-line galaxy classification
RS De Souza, MLL Dantas, MV Costa-Duarte, ED Feigelson, M Killedar, ...
Monthly Notices of the Royal Astronomical Society 472 (3), 2808-2822, 2017
472017
Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale
S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ...
PNAS nexus 2 (4), pgad076, 2023
452023
Sparse Quasi-Newton Optimization for Semi-supervised Support Vector Machines.
F Gieseke, A Airola, T Pahikkala, O Kramer
ICPRAM (1), 45-54, 2012
432012
Return of the features-Efficient feature selection and interpretation for photometric redshifts
A D’Isanto, S Cavuoti, F Gieseke, KL Polsterer
Astronomy & Astrophysics 616, A97, 2018
412018
Automatic galaxy classification via machine learning techniques
KL Polsterer, F Gieseke, C Igel
Astronomical Data Analysis Software and Systems, 2015
37*2015
Deep learning based 3D point cloud regression for estimating forest biomass
S Oehmcke, L Li, JC Revenga, T Nord-Larsen, K Trepekli, F Gieseke, ...
Proceedings of the 30th international conference on advances in geographic …, 2022
362022
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Artikelen 1–20