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Publications
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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.
A Visual Analytics Framework for Spatio-temporal Analysis and Modelling. Data Mining and Knowledge Discovery. vol. 27(1):pp.55-83.
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2013.
Special issue on "Challenging Problems in Geovisual Analytics". v.22 (4):251-304.
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2011.
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2013.
Detecting and Tracking Dynamic Clusters of Spatial Events. IEEE VAST 2014.
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2014.
Interactive Visual Clustering of Large Collections of Trajectories. IEEE Visual Analytics Science and Technology. Abstract
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2009.
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.
Visual Analytics Methodology for Eye Movement Studies. IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE VAST 2012). vol. 18(12):2889-2898.
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2012.
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2009.
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.
Privacy Issues in Geospatial Visual Analytics. Advances in Location-Based Services, Lecture Notes in Geoinformation and Cartography. :239-246.
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2012.
Building Visual Summaries of Clusters of Trajectories. IEEE Information Visualization (InfoVis 2009). Abstract
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2009.
Sammon's Projection for Clustering Complex Geographical Objects. GIScience 2010.
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2010.
Towards Privacy-Preserving Semantic Mobility Analysis. EuroVA, International Workshop on Visual Analytics.
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2013.
Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data. ACM SIGKDD Explorations.
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2009.
A General Framework for Using Aggregation in Visual Exploration of Movement Data. The Cartographic Journal. :pp.22-40.
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