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Publications
Visueller Vergleich von Segmentierungsalgorithmen von medizinischen 3D-Bildern. TU Darmstadt. B. Sc.
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2014.
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2015.
Navigation Recommendations for Exploring Hierarchical Graphs. Advances in Visual Computing.
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2013.
Visual Analysis, Clustering, and Classification of Contrast-Enhanced Tumor Perfusion MRI Data. Otto-von-Guericke University Magdeburg. PhD
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2014.
A Visual Analytics Approach to Diagnosis of Breast DCE-MRI Data. {Proc. on Vision, Modeling, and Visualization (VMV)}. :351–362. Abstract
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2009.
The File-Card-Browser View for Breast DCE-MRI Data. Bildverarbeitung für die Medizin (accepted for publication).
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2011.
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2012.
Visual analysis of longitudinal brain tumor perfusion. Proc. of SPIE Medical Imaging.
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2013.
A visual analytics approach to diagnosis of breast DCE-MRI data. Computer and Graphics. :602-611.
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2010.
Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region. Proc. of Bildverarbeitung für die Medizin.
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2013.
The mzTab Data Exchange Format: communicating MS-based proteomics and metabolomics experimental results to a wider audience. Mol. Cell. Prot.. :2765-2775.
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2014.
A Computational Intelligence Framework for Multidimensional Regional Search. Department of Computing Science, Media Informatics and Multimedia Systems Group . MsC
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2014.
Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model. Eurographics Conference on Visualization (EuroVis 2015).
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2015.
Fast and Accurate Estimation of Shortest Paths in Large Graphs. Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM'2010), Toronto, Canada..
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2010.
Directed Image Search with Local Parallel Feature Axes. The Second Workshop on Visual Content Identification and Search.
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2011.
SMVC: Semi-Supervised Multi-View Clustering in Subspace Projections. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'14). 20:253-262.
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2014.
Spectral Subspace Clustering for Graphs with Feature Vectors. Proceedings of the IEEE International Conference on Data Mining (ICDM 2013).
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2013.
Multi-view clustering using mixture models in subspace projections. Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12). :132-140.
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2012.
Subspace correlation clustering: finding locally correlated dimensions in subspace projections of the data. Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12). :352-360.
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2012.
Studying the Role of Lipid Rafts on Protein Receptor Bindings with Cellular Automata. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 10(3)
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2013.
Studying the role of lipid rafts on protein-receptor bindings with Cellular Automata. To Appear in IEEE/ACM Trans. Comput. Biol. Bioinformatics.
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2012.
In Situ Exploration of Large Dynamic Networks. IEEE Transactions on Visualization and Computer Graphics. 17(12):2334--2343.
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2011.
Supporting the Visual Analysis of Dynamic Networks by Clustering associated Temporal Attributes. IEEE Transactions on Visualization and Computer Graphics. 19(12):2267--2276.
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2013.