Publications

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2010
Albuquerque G, Eisemann M, Lehmann DJ, Theisel H, Magnor M.  2010.  Improving the Visual Analysis of High-dimensional Datasets Using Quality Measures. Proc. of the IEEE Symposium on Visual Analytics Science and Technology (IEEE VAST).
Monreale A, Andrienko G, Andrienko N, Giannotti F, Pedreschi D, Rinzivillo S, Wrobel S.  2010.  Movement Data Anonymity through Generalization. Transactions on Data Privacy. :pp.91-121.
Andrienko G, Andrienko N.  2010.  Poster: Dynamic Time Transformation for Interpreting Clusters of Trajectories with Space-Time Cube. VAST 2010.
Andrienko G, Andrienko N.  2010.  Sammon's Projection for Clustering Complex Geographical Objects. GIScience 2010.
Andrienko G, Andrienko N, Demar U, Dransch D, Dykes J, Fabrikant S, Jern M.  2010.  Space and Time. Mastering the Information Age -- Solving Problems with Visual Analytics.
Andrienko G, Andrienko N, Demar U, Dransch D, Dykes J, Fabrikant S, Jern M, Kraak M-J, Schumann H, Tominski C.  2010.  Space, Time, and Visual Analytics. International Journal Geographical Information Science. :pp.1577-1600.
Andrienko G, Andrienko N, Bremm S, Schreck T, von Landesberger T, Keim DA, Bak P.  2010.  Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns. EuroVis 2010. :913-922.
Andrienko N, Andrienko G.  2010.  Spatial Generalization and Aggregation of Massive Movement Data. IEEE Transactions on Visualization and Computer Graphics (TVCG).
Kisilevich S, Keim DA, Andrienko N, Andrienko G.  2010.  Towards acquisition of semantics of places and events by multi-perspective analysis of geotagged photo collections.
Raffaeta A, Leonardi L, Marketos G, Andrienko G, Andrienko N, Frentzos E, Giatrakos N, Orlando S, Pelekis N, Roncato A et al..  2010.  Visual Mobility Analysis using T-Warehouse. International Journal of Data Warehousing and Mining.
Lehmann DJ, Albuquerque G, Eisemann M, Tatu A, Keim DA, Schumann H, Magnor M, Theisel H.  2010.  Visualisierung und Analyse multi-dimensionaler Datensätze. Informatik Spektrum.
Weiskopf D, Andrienko G, Andrienko N, Bak P.  2010.  Visuelle Bewegungsanalyse in Video- und Geodaten. Informatik Spektrum. 33:580--588.
Kisilevich S, Krstjaic M, Keim DA, Andrienko N, Andrienko G.  2010.  Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections. IV 2010. 14th International Conference on Information Visualization.
Andrienko G, Andrienko N, Mladenov M, Mock M, Pölitz C.  2010.  Extracting Events from Spatial Time Series. IV 2010. 14th International Conference on Information Visualization.
2011
Tatu A, Albuquerque G, Eisemann M, Bak P, Theisel H, Magnor M, Keim DA.  2011.  Automated Analytical Methods to Support Visual Exploration of High-Dimensional Data. IEEE Trans. Visualization and Computer Graphics.
Andrienko G, Andrienko N, Keim DA, MacEachren A, Wrobel S.  2011.  Challenging Problems in Geovisual Analytics. Visual Languages and Computing.
Andrienko G, Andrienko N, Keim DA, MacEachren A, Wrobel S.  2011.  Challenging Problems of Geospatial Visual Analytics. Journal of Visual Languages and Computing. v.22 (4):251-256.
Scheepens R, Willems N, van de Wetering H, Andrienko G, Andrienko N, vanWijk J.  2011.  Composite Density Maps for Multivariate Trajectories. IEEE Transactions on Visualization and Computer Graphics (TVCG). v.17 (12):2518-2527.
Andrienko G, Andrienko N, Bak P, Keim DA, Kisilevich S, Wrobel S.  2011.  A Conceptual Framework and Taxonomy of Techniques for Analyzing Movement. Journal of Visual Languages and Computing. v.22 (3):213-232.
Eisemann M, Albuquerque G, Magnor M.  2011.  Data Driven Color Mapping. Proc. EuroVA 2011.
Andrienko G, Andrienko N.  2011.  Dynamic Time Transformations for Visualizing Multiple Trajectories in Interactive Space-Time Cube. International Cartographic Conference (ICC 2011).
Andrienko G, Andrienko N, Heurich M.  2011.  An Event-Based Conceptual Model for Context-Aware Movement Analysis. International Journal Geographical Information Science. v.25 (9):1347-1370.
Vrotsou K, Andrienko N, Andrienko G, Jankowski P.  2011.  Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures. Machine Learning and Knowledge Discovery in Databases (PKDD 2011). 6913:654-657.
Sakr M, Behr T, Güting RH, Andrienko G, Andrienko N, Hurter C.  2011.  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).
Andrienko G, Andrienko N, Hurter C, Rinzivillo S, Wrobel S.  2011.  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.