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Publications
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Topological visual analysis of clusterings in high-dimensional information spaces. it – Information Technology. 57(1):3-10.
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2015.
Computing and Visualizing Time-Varying Merge Trees for High-Dimensional Data. Topology-Based Methods in Visualization (TopoInVis).
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2015.
Exploratory Search Through Visual Analysis of Topic Models. Digital Humanities Quarterly (special issue).
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2015.
Feature-Based Visual Exploration of Text Classification. Symposium on Visualization in Data Science (VDS) at IEEE VIS 2015.
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2015.
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. arXiv preprint arXiv:1501.04009.
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2015.
Blood Flow Clustering and Applications in Virtual Stenting of Intracranial Aneurysms. IEEE Transactions on Visualization and Computer Graphics.
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2014.
A General Framework for Trajectory DataWarehousing and Visual OLAP. Geoinformatica. 18(2):273-312.
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2014.
Sparse Representation and Visualization for Direct Numerical Simulation of Premixed Combustion. Computer Graphics Forum. 33
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2014.
A Geological Metaphor for Geospatial-temporal Data Analysis.. IVAPP ’14: Proceedings of the 5th International Conference on Information Visualization Theory and Application. :161–169.
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2014.
Interactive Visual Analysis of Image-Centric Cohort Study Data. IEEE Transactions on Visualization and Computer Graphics (TVCG).
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2014.
A Topology-Based Approach to Visualize the Thematic Composition of Document Collections. Text Mining, Theory and Applications of Natural Language Processing. :63-85.
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2014.
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. Visualization in Medicine and Life Sciences III. :inprint.
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2014.
A General Framework for Trajectory DataWarehousing and Visual OLAP. Geoinformatica.
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2013.
Visual analysis of longitudinal brain tumor perfusion. Proc. of SPIE Medical Imaging.
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2013.
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. Proceedings of the International Workshop on Vision, Modeling and Visualization. :121-128.
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2013.
Visualizing nD Point Clouds as Topological Landscape Profiles to Guide Local Data Analysis. IEEE Transactions on Visualization and Computer Graphics. 19:514–526.
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2013.
Analysing the spatial dimension of eye movement data using a visual analytic approach. Expert Systems with Applications, 2012, v.39 (1). :1324-1332.
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2012.
Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data. VMV 2012 - Vision, Modeling and Visualization. :221--222.
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2012.
The File-Card-Browser View for Breast DCE-MRI Data. Bildverarbeitung für die Medizin (accepted for publication).
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2011.
Visual Mobility Analysis using T-Warehouse. International Journal of Data Warehousing and Mining. v.7 (1):1-23.
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2011.
Two-stage Framework for a Topology-Based Projection and Visualization of Classified Document Collections. IEEE Conference on Visual Analytics Science and Technology (IEEE VAST).
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2010.
Visual Analysis of High Dimensional Point Clouds Using Topological Landscapes. IEEE Pacific Visualization 2010 Proceedings.
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2010.
Visual Exploration and Analysis of Perfusion Data. Otto-von-Guericke University Magdeburg. PhD
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2010.
Visual Mobility Analysis using T-Warehouse. International Journal of Data Warehousing and Mining.
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2010.
Visuelle Analyse medizinischer Daten. Informatik Spektrum. :569-579.
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2010.