Publications

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2009
Andrienko N, Andrienko G, Bak P, Kisilevich S, Keim DA.  2009.  Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos). IEEE Visual Analytics Science and Technology (VAST 2009). Abstract
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 N, Andrienko G.  2009.  Building Visual Summaries of Clusters of Trajectories. IEEE Information Visualization (InfoVis 2009). Abstract
Andrienko N, Andrienko G.  2009.  Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data. ACM SIGKDD Explorations.
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
Orellana D, Wachowicz M, Andrienko N, Andrienko G.  2009.  Uncovering Interaction Patterns in Mobile Outdoor Gaming. 2009 International Conference on Advanced Geographic Information Systems & Web Services. Abstract
Andrienko N, Andrienko G.  2009.  Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data Information Fusion and Geographic Information Systems. Proceedings of the Fourth International Workshop, 17-20 May 2009. Abstract
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 N, Andrienko G, Rinzivillo S, Nanni M, Pedreschi D.  2009.  A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data Advances in Spatial and Temporal Databases. Proceedings 11th SSTD. Abstract
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 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
2010
Andrienko G, Andrienko N, Mladenov M, Mock M, Pölitz C.  2010.  Discovering Bits of Place Histories from People's Activity Traces. VAST 2010.
Jankowski P, Andrienko N, Andrienko G, Kisilevich S.  2010.  Discovering Landmark Preferences and Movement Patterns from Photo Postings Transaction. GIS.
Pölitz C, Andrienko G, Andrienko N.  2010.  Finding arbitrary shaped clusters with related extents in space and time. EuroVAST 2010, International Symposium on Visual Analytics Science and Technology. :pp.19-25.
Andrienko G, Andrienko N, Bak P, Bremm S, Keim DA, von Landesberger T, Pölitz C, Schreck T.  2010.  A Framework for Using Self-Organizing Maps to Analyze Spatio-Temporal Patterns, Exemplified by Analysis of Mobile Phone Usage. Journal of Location Based Services.
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, Giannotti F, Monerale A, Pedreschi D, Rinzivillo S.  2010.  A Generalisation-based Approach to Anonymising Movement Data. Geospatial Thinking, AGILE 2010.
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.