Publications

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Andrienko G, Andrienko N, Bak P, Kisilevich S, Keim DA.  2009.  Analysis of community-contributed space- and time-referenced data by example of Panoramio photos. Vision, Modeling, and Visualization Workshop (VMV).
Andrienko G, Andrienko N.  2010.  A General Framework for Using Aggregation in Visual Exploration of Movement Data. The Cartographic Journal. :pp.22-40.
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.
Andrienko G, Andrienko N, Bosch H, Ertl T, Fuchs G, Jankowski P, Thom D.  2013.  Discovering Thematic Patterns in Geo-Referenced Tweets through Space-Time Visual Analytics. Computing in Science and Engineering. v.15(3):pp.72-82.
Andrienko N, Andrienko G, Fuchs G.  2014.  Analysis of Mobility Behaviors in Geographic and Semantic Spaces. VAST Challenge @ IEEE VAST 2014.
Andrienko N, Andrienko G.  2011.  Spatial Generalization and Aggregation of Massive Movement Data. IEEE Transactions on Visualization and Computer Graphics (TVCG).
Andrienko G, Andrienko N, Hurter C, Rinzivillo S, Wrobel S.  2013.  Scalable Analysis of Movement Data for Extracting and Exploring Significant Places. IEEE Transactions on Visualization and Computer Graphics. v. 19(7):pp.1078-1094.
Andrienko G, Andrienko N, Giannotti F, Monerale A, Pedreschi D, Rinzivillo S.  2010.  A Generalisation-based Approach to Anonymising Movement Data. Geospatial Thinking, AGILE 2010.
Andrienko G, Andrienko N.  2011.  Dynamic Time Transformations for Visualizing Multiple Trajectories in Interactive Space-Time Cube. International Cartographic Conference (ICC 2011).
Andrienko N, Andrienko G, Fuchs G, Jankowski P.  2015.  Scalable and Privacy-respectful Interactive Discovery of Place Semantics from Human Mobility Traces. Information Visualization.
Andrienko N, Andrienko G.  2009.  Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets Integrating Automated Analysis with Interactive Exploration. Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery. Abstract
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.
Andrienko N, Andrienko G.  2013.  A Visual Analytics Framework for Spatio-temporal Analysis and Modelling. Data Mining and Knowledge Discovery.
Andrienko N, Andrienko G, Giannotti F, Monreale A, Pedreschi D.  2009.  Movement Data Anonymity through Generalization. Proceedings of 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS. Abstract
Andrienko G, Andrienko N, Mladenov M, Mock M, Pölitz C.  2010.  Discovering Bits of Place Histories from People's Activity Traces. VAST 2010.
Andrienko G, Andrienko N, Keim DA, MacEachren A, Wrobel S.  2011.  Challenging Problems in Geovisual Analytics. Visual Languages and Computing.
Andrienko G, Andrienko N, Bak P, Kisilevich S, Keim DA.  2009.  Demo-Paper: Analysis of community-contributed space- and time-referenced data (by example of Panoramio photos). ACM-GIS Conference. Abstract
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.
Andrienko G, Andrienko N.  2012.  Privacy Issues in Geospatial Visual Analytics. Advances in Location-Based Services, Lecture Notes in Geoinformation and Cartography. :239-246.
Andrienko N, Andrienko G, Fuchs G, Stange H.  2014.  Detecting and Tracking Dynamic Clusters of Spatial Events. IEEE VAST 2014.
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 N, Andrienko G, Stange H, Liebig T, Hecker D.  2012.  Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. Künstliche Intelligenz.
Andrienko N, Andrienko G.  2013.  A Visual Analytics Framework for Spatio-temporal Analysis and Modelling. Data Mining and Knowledge Discovery. vol. 27(1):pp.55-83.
Andrienko G, Andrienko N, Rinzivillo S, Nanni M, Pedreschi D, Giannotti F.  2009.  Interactive Visual Clustering of Large Collections of Trajectories. IEEE Visual Analytics Science and Technology. Abstract
Andrienko G, Andrienko N, Keim DA, MacEachren A, Wrobel S.  2011.  Special issue on "Challenging Problems in Geovisual Analytics". v.22 (4):251-304.