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Claas Grohnfeldt · SciRah

Researcher profile · Semantic Scholar

Claas Grohnfeldt

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Claas Grohnfeldt — researcher profile on SciRah

h-index: 9
Works: 24
Citations: 968

Most-cited papers

Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature
N. Yokoya, Claas Grohnfeldt, J. Chanussot
2017IEEE Geoscience and Remote Sensing Magazine617 citations
Semantic Scholar
Exploiting Joint Sparsity for Pansharpening: The J-SparseFI Algorithm
Xiaoxiang Zhu, Claas Grohnfeldt, R. Bamler
2016IEEE Transactions on Geoscience and Remote Sensing120 citations Open access
Semantic Scholar
Jointly sparse fusion of hyperspectral and multispectral imagery
Claas Grohnfeldt, Xiaoxiang Zhu, R. Bamler
2013IEEE International Geoscience and Remote Sensing Symposium64 citations
Semantic Scholar
Long Range Propagation on Continuous-Time Dynamic Graphs
Alessio Gravina, Giulio Lovisotto, C. Gallicchio, D. Bacciu +1 more
2024International Conference on Machine Learning40 citations
Semantic Scholar
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto +1 more
2022arXiv.org20 citations Open access
Semantic Scholar
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto +1 more
2023IEEE International Joint Conference on Neural Network17 citations Open access
Semantic Scholar
Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs
Tim Postuvan, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto
2024Trans. Mach. Learn. Res.11 citations
Semantic Scholar
Anomaly Detection in Continuous-Time Temporal Provenance Graphs
Jakub Reha, Giulio Lovisotto, Michele Russo, Alessio Gravina +1 more
11 citations
Semantic Scholar
Multi-sensor Data Fusion for Multi- and Hyperspectral Resolution Enhancement Based on Sparse Representations
Claas Grohnfeldt
201710 citations
Semantic Scholar
Active TLS Stack Fingerprinting: Characterizing TLS Server Deployments at Scale
Markus Sosnowski, J. Zirngibl, Patrick Sattler, G. Carle +3 more
2022Traffic Monitoring and Analysis9 citations Open access
Semantic Scholar
EFACTLS: Effective Active TLS Fingerprinting for Large-Scale Server Deployment Characterization
Markus Sosnowski, J. Zirngibl, Patrick Sattler, Georg Carle +3 more
2024IEEE Transactions on Network and Service Management8 citations Open access
Semantic Scholar
The J-SparseFI-HM Hyperspectral resolution enhancement method — Now fully automated
Claas Grohnfeldt, Xiaoxiang Zhu, R. Bamler
2014Workshop on Hyperspectral Image and Signal Processing7 citations Open access
Semantic Scholar
Collaborative sparse reconstruction for pan-sharpening
Xiao-Xiang Zhu, Claas Grohnfeldt, R. Bamler
2013IEEE International Geoscience and Remote Sensing Symposium7 citations
Semantic Scholar
Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method
Claas Grohnfeldt, Xiao-Xiang Zhu
2015IEEE International Geoscience and Remote Sensing Symposium6 citations
Semantic Scholar
Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks — The spectral grouping concept
Claas Grohnfeldt, Xiaoxiang Zhu, R. Bamler
2015Workshop on Hyperspectral Image and Signal Processing5 citations
Semantic Scholar
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning
Jiawen Xu, Claas Grohnfeldt, Odej Kao
20232023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)3 citations Open access
Semantic Scholar
Dynamic dictionary learning strategies for sparse representation based hyperspectral image enhancement
Claas Grohnfeldt, T. Burns, Xiaoxiang Zhu
2015Workshop on Hyperspectral Image and Signal Processing3 citations Open access
Semantic Scholar
Splitting the Hyperspectral-Multispectral Image Fusion Problem into Weighted Pan-sharpening Problems - The Spectral Grouping Concept
Claas Grohnfeldt, Xiaoxiang Zhu, R. Bamler
20153 citations
Semantic Scholar
Collabrative sparse image fusion with application to pan-sharpening
Xiao-Xiang Zhu, Claas Grohnfeldt, R. Bamler
2013International Conference on Digital Signal Processing3 citations
Semantic Scholar
Dynamic Dictionary Learning Methods for Sparse Representation Based Multiresolution Image Fusion
Claas Grohnfeldt, T. Burns, Xiaoxiang Zhu
20162 citations
Semantic Scholar
Jointly Sparse Fusion of Hyperspectral and Multispectral Imagery - The J-SparseFI-HM Algorithm
Claas Grohnfeldt, Xiao-Xiang Zhu
20162 citations
Semantic Scholar
Continuous-Time Temporal Graph Learning on Provenance Graphs
Jakub Reha, Giulio Lovisotto, Michele Russo, Alessio Gravina +1 more
20232023 IEEE International Conference on Data Mining Workshops (ICDMW)1 citations
Semantic Scholar
Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs
Alessio Gravina, Giulio Lovisotto, C. Gallicchio, D. Bacciu +1 more
1 citations
Semantic Scholar
Analog Image Modeling for 3D Single Image Super Resolution and Pansharpening
R. Lartey, Weihong Guo, Xiao-Xiang Zhu, Claas Grohnfeldt
2020Frontiers in Applied Mathematics and Statistics0 citations Open access
Semantic Scholar

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