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
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.
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
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.
Kisilevich S, Keim DA, Lasry A, Bam L, Rokach L.  2011.  Developing Analytical GIS Applications with GEO-SPADE: Three Success Case Studies (to appear).
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.
Peca I, Zhi H, Vrotsou K, Andrienko N, Andrienko G.  2011.  KD-Photomap: Exploring Photographs in Space and Time. IEEE Visual Analytics Science and Technology (VAST 2011) Proceedings. :291-292.
Andrienko G, Andrienko N.  2011.  Privacy Issues in Geospatial Visual Analytics. 8th Symposium on Location-Based Services (LBS 2011).
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, Keim DA, MacEachren A, Wrobel S.  2011.  Special issue on "Challenging Problems in Geovisual Analytics". v.22 (4):251-304.
Kisilevich S, Keim DA, Palivatkel Y, Rokach L.  2011.  Using multiplicative hybrid hedonic pricing model for improving revenue management in hotel business. GeoVis 2011.