Publications

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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).
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.
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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.
Tatu A, Zhang L, Bertini E, Schreck T, Keim DA, Bremm S, von Landesberger T.  2012.  ClustNails: Visual Analysis of Subspace Clusters. Tsinghua Science and Technology, Special Issue on Visualization and Computer Graphics. 17(4):419-428.
Tatu A, Albuquerque G, Eisemann M, Schneidewind J, Theisel H, Magnor M, Keim DA.  2009.  Combining automated analysis and visualization techniques for effective exploration of high-dimensional data. IEEE Visual Analytics Science and Technology (VAST 2009). 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.
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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
Bak P, Schaefer M, Stoffel A, Keim DA, Omer I.  2009.  Density Equalizing Distortion of Large Geographic Point Sets. Cartographic and Geographic Information Science. 36
Kisilevich S, Keim DA, Lasry A, Bam L, Rokach L.  2011.  Developing Analytical GIS Applications with GEO-SPADE: Three Success Case Studies (to appear).
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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.
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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.
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Kisilevich S, Keim DA, Rokach L.  2010.  GEO-SPADE: A generic google-earth based framework for analysis and exploration of spatiotemporal data.. 12th International Conference on Enterprise Information Systems. :13-20.
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Kisilevich S, Rohrdantz C, Keim DA.  2010.  Mashing up for the Masses. Towards a User Oriented Visual Exploration of Interesting Touristic Places Using Collections of Geotagged Photos.. International Journal On Advances in Intelligent Systems (submitted).
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Kisilevich S, Keim DA, Rokach L.  2010.  A novel approach to mining travel sequences using collections of geo-tagged photos. . Proceedings of the 13th AGILE International Conference on Geographic Information Science.
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Kisilevich S, Mansmann F, Keim DA.  2010.  P-DBSCAN: A density based clustering algorithm for exploration and analysis of attractive areas using collections of geo-tagged photos. 1st International Conference on Computing for Geospatial Research & Application.
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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.
Bak P, Mansmann F, Jantzko H, Keim DA.  2009.  Spatiotemporal Analysis of Sensor Logs Using Growth-Ring Maps. IEEE Transactions on Computer Graphics and Visualization. 15
Andrienko G, Andrienko N, Keim DA, MacEachren A, Wrobel S.  2011.  Special issue on "Challenging Problems in Geovisual Analytics". v.22 (4):251-304.
Tatu A, Maaß F, Färber I, Bertini E, Schreck T, Seidl T, Keim DA.  2012.  Subspace Search and Visualization to Make Sense of Alternative Clusterings in High-Dimensional Data. Procedings of IEEE Symposium on Visual Analytics Science and Technology (VAST). :63-72.
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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.
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Kisilevich S, Keim DA, Palivatkel Y, Rokach L.  2011.  Using multiplicative hybrid hedonic pricing model for improving revenue management in hotel business. GeoVis 2011.
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Bak P, Rohrdantz C, Leifert S, Granacher C, Koch S, Butscher S, Jungk P, Keim DA, Bosch H, Heinrich J et al..  2009.  VAST Challenge Awards at VisWeek 2009 / Atlantic City.
Andrienko G, Andrienko N, Bak P, Keim DA, Wrobel S.  2013.  Visual Analytics of Movement.