Publications

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Filters: Project is [Project Phase 1] Visual Analytics methods to support the spatiotemporal analysis of movements in a physical space in particular in a geographical space  [Clear All Filters]
2010
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.
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).
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.
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.
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.
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, 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.  2010.  Spatio-temporal clustering (Book chapter).
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.
Kisilevich S, Mansmann F, Bak P, Keim DA, Tchaikin A.  2010.  Where Would You Go on Your Next Vacation? ‐ A Framework for Visual Exploration of Attractive Places GeoProcessing 2010.
Kisilevich S, Rohrdantz C, Keim DA.  2010.  “Beautiful picture of an ugly place”. Exploring photo collections using opinion and sentiment analysis of user comments. Computational Linguistics & Applications (CLA 10). :419-428.
2009
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
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 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, 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
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
Andrienko N, Andrienko G.  2009.  Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data. ACM SIGKDD Explorations.