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Publications
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Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data. ACM SIGKDD Explorations.
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2009.
Interactive Analysis of Object Group Changes over Time. EuroVA International Workshop on Visual Analytics.
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2011.
Improving the Visual Analysis of High-dimensional Datasets Using Quality Measures. Proc. of the IEEE Symposium on Visual Analytics Science and Technology (IEEE VAST).
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2010.
Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE Transactions on Visualization and Computer Graphics (TVCG). v.18 (5):675-688.
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2012.
Hierarchical Brushing of High-Dimensional Data Sets Using Quality Metrics. Vision, Modeling and Visualization (VMV) 2014.
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2014.
GoPubMed: Exploring PubMed with Ontological Background Knowledge. Bioinformatics for Systems Biology. Humana Press.
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2009.
GeoViz – Linking Geovisualization with Spatial Analysis and Modelling. Cartographica. v.46 (4):209-261.
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2011.
GeneTrailExpress: a web-based pipeline for the statistical evaluation of microarray experiments. BMC Bioinformatics. 9:552. Abstract
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2008.
A Generalisation-based Approach to Anonymising Movement Data. Geospatial Thinking, AGILE 2010.
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2010.
A General Framework for Using Aggregation in Visual Exploration of Movement Data. The Cartographic Journal. :pp.22-40.
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2010.
A General Framework for Trajectory DataWarehousing and Visual OLAP. Geoinformatica.
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2013.
A General Framework for Trajectory DataWarehousing and Visual OLAP. Geoinformatica. 18(2):273-312.
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2014.
From Movement Tracks through Events to Places: Extracting and Characterizing Significant Places from Mobility Data (best paper award). IEEE Visual Analytics Science and Technology (VAST 2011) Proceedings. :161-170.
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2011.
A Framework for Using Self-Organizing Maps to Analyze Spatio-Temporal Patterns, Exemplified by Analysis of Mobile Phone Usage. Journal of Location Based Services.
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2010.
Fitting Planar Graphs on Planar Maps. SOFSEM 2014: Theory and Practice of Computer Science. 8327:52-64.
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2014.
Finding arbitrary shaped clusters with related extents in space and time. EuroVAST 2010, International Symposium on Visual Analytics Science and Technology. :pp.19-25.
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2010.
Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement. Computer Graphics Forum. 34(3)
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2015.
Extracting the Aorta Centerline in Contrast-enhanced MRI. Bildverarbeitung für die Medizin. :toappear.
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2017.
Extracting Events from Spatial Time Series. IV 2010. 14th International Conference on Information Visualization.
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2010.
Exploring Spatiotemporal Patterns By Integrating Visual Analytics With A Moving Objects Database System. ACM GIS 2011 - Proceedings of 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2011).
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2011.
Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures. Machine Learning and Knowledge Discovery in Databases (PKDD 2011). 6913:654-657.
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2011.
An Event-Based Conceptual Model for Context-Aware Movement Analysis. International Journal Geographical Information Science. v.25 (9):1347-1370.
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2011.
Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections. IV 2010. 14th International Conference on Information Visualization.
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2010.
Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model. Eurographics Conference on Visualization (EuroVis 2015).
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2015.