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  1. Gennady Andrienko
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Contact Information

Contact

Postal Address

City, University of London
Northampton Square
London
EC1V 0HB
United Kingdom

About

Background

Gennady Andrienko is a lead scientist at the Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS) and professor at City University London. He co-authored monographs ‘Exploratory Analysis of Spatial and Temporal Data’ (Springer, 2006) and “Visual Analytics of Movement” (Springer, 2013) and 60+ peer-reviewed journal papers. Since 2007, Gennady Andrienko is chairing the ICA Commission on GeoVisualization. He co-organized scientific events on visual analytics, geovisualization and visual data mining, and co-edited 11 special issues of journals.

Publications

Books (2)

  1. Andrienko, G., Andrienko, N., Bak, P., Keim, D. and Wrobel, S. (2013). Visual Analytics of Movement. Springer. ISBN 978-3-642-37582-8.
  2. Andrienko, N. and Andrienko, G. (2006). Exploratory Analysis of Spatial and Temporal Data. Springer Verlag. ISBN 978-3-540-25994-7.

Chapters (5)

  1. Dykes, J., Laidlaw, D., Mueller, K., Santucci, G., Scheuermann, G., Ward, M. and Weaver, C. (2012). Preface.
  2. Andrienko, N. and Andrienko, G. (2012). Visual analytics of movement: A rich palette of techniques to enable understanding. Mobility Data: Modeling, Management, and Understanding (pp. 149–173). ISBN 978-1-139-12892-6.
  3. Hurter, C., Andrienko, G., Andrienko, N., Güting, R.H. and Sakr, M. (2012). Air traffic analysis. Mobility Data: Modeling, Management, and Understanding (pp. 240–258). ISBN 978-1-139-12892-6.
  4. Andrienko, G., Andrienko, N., Dykes, J., Mountain, D., Noy, P., Gahegan, M., Roberts, J.C., Rodgers, P. and Theus, M. (2005). Creating Instruments for Ideation: Software Approaches to Geovisualization. (pp. 101–125).
  5. Andrienko, N., Andrienko, G. and Gatalsky, P. (2005). Impact of Data and Task Characteristics on Design of Spatio-Temporal Data Visualization Tools. (pp. 201–222).

Conference Papers and Proceedings (66)

  1. Nguyen, P., Turkay, , Andrienko, , Andrienko, and Thonnard, (2017). A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. International EuroVis Workshop on Visual Analytics 12-16 June, Barcelona.
  2. Kurzhals, K., Burch, M., Blascheck, T., Andrienko, G., Andrienko, N. and Weiskopf, D. (2017). A task-based view on the visual analysis of eye-tracking data. .
  3. Andrienko, G., Liu, S. and Stasko, J. (2017). Preface: Message from the paper chairs. .
  4. MacFarlane, A., Buchanan, G., Al-Wabil, A., Andrienko, G. and Andrienko, N. (2017). Visual analysis of dyslexia on search. .
  5. Andrienko, G. and Chen, M. (2016). Preface. .
  6. Panagiotou, N., Zygouras, N., Katakis, I., Gunopulos, D., Zacheilas, N., Boutsis, I., Kalogeraki, V., Lynch, S., O Brien, B., Kinane, D., Mareček, J., Yu, J.Y., Verago, R., Daly, E., Piatkowski, N., Liebig, T., Bockermann, C., Morik, K., Schnitzler, F., Weidlich, M., Gal, A., Mannor, S., Stange, H., Halft, W. and Andrienko, G. (2016). INSIGHT: Dynamic traffic management using heterogeneous urban data. .
  7. Ostermann, F.O., Huang, H., Andrienko, G., Andrienko, N., Capineri, C., Farkas, K. and Purves, R.S. (2015). EXTRACTING AND COMPARING PLACES USING GEO-SOCIAL MEDIA. ISPRS Geospatial Week 28 Sep 2015 – 3 Oct 2015, La Grande Motte, FRANCE.
  8. Andrienko, G., Andrienko, N. and Fuchs, G. (2015). Multi-perspective analysis of mobile phone call data records: A visual analytics approach. .
  9. Andrienko, N., Andrienko, G., Fuchs, G., Rinzivillo, S. and Betz, H.D. (2015). Detection, tracking, and visualization of spatial event clusters for real time monitoring. .
  10. Saravanou, A., Valkanas, G., Gunopulos, D. and Andrienko, G. (2015). Twitter floods when it rains: A case study of the uk floods in early 2014. .
  11. Andrienko, G. and Chen, M. (2015). Preface. .
  12. Andrienko, G., Andrienko, N., Fuchs, G., Olteanu Raimond, A.M., Symanzik, J. and Ziemlicki, C. (2013). Extracting Semantics of Individual Places from Movement Data by Analyzing Temporal Patterns of Visits. 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2013) 5-8 November, Orlando, FL, US.
  13. Fuchs, G., Andrienko, N., Andrienko, G., Bothe, S. and Stange, H. (2013). Tracing the German Centennial Flood in the Stream of Tweets: First Lessons Learned. 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD) 2013 5 November, Orlando, FL, US.
  14. Andrienko, G. and Andrienko, N. (2013). Exploring Trajectory Attributes in Brest Harbor. COST MOVE Workshop on Moving Objects at Sea 27-28 June, Brest, France.
  15. Andrienko, N. and Andrienko, G. (2013). Exploring Traffic in Brest Harbor by Trajectory Aggregation. COST MOVE Workshop on Moving Objects at Sea 27-28 June, Brest, France.
  16. Andrienko, N., Andrienko, G. and Fuchs, G. (2013). Towards Privacy-Preserving Semantic Mobility Analysis. EuroVis 2013 17-21 June, Leipzig, Germany.
  17. Fuchs, G., Andrienko, G., Andrienko, N. and Jankowski, P. (2013). Extracting Personal Behavioral Patterns from Geo-Referenced Tweets. 16th AGILE Conference on Geographic Information Science 14-17 May, Leuven, Belgium.
  18. Andrienko, G. and Andrienko, N. (2013). Spatio-temporal analysis of flows in CDC 2013 data. Understanding Urban Cycling: A Data Challenge 14 May, Leuven, Belgium.
  19. Monreale, A., Wang, W.H., Pratesi, F., Rinzivillo, S., Pedreschi, D., Andrienko, G. and Andrienko, N. (2013). Privacy-preserving distributed movement data aggregation. .
  20. Von Landesberger, T., Bremm, S., Andrienko, N., Andrienko, G. and Tekušová, M. (2012). Visual analytics methods for categoric spatio-temporal data. .
  21. Vrotsou, K., Zhi, H., Peca, I., Andrienko, G. and Andrienko, N. (2012). Interactive exploration of events and presence of people in space and time through KD-photomap. .
  22. Stange, H., Liebig, T., Hecker, D., Andrienko, G. and Andrienko, N. (2011). Analytical workflow of monitoring human mobility in big event settings using bluetooth. .
  23. Peca, I., Zhi, H., Vrotsou, K., Andrienko, N. and Andrienko, G. (2011). KD-photomap: Exploring photographs in space and time. .
  24. Andrienko, G., Andrienko, N., Hurter, C., Rinzivillo, S. and Wrobel, S. (2011). From movement tracks through events to places: Extracting and characterizing significant places from mobility data. .
  25. Kohlhammer, J., Keim, D., Pohl, M., Santucci, G. and Andrienko, G. (2011). Solving problems with visual analytics. .
  26. Sakr, M., Andrienko, G., Behr, T., Andrienko, N., Güting, R.H. and Hurter, C. (2011). Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system. .
  27. Andrienko, G. and Andrienko, N. (2010). Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube. .
  28. Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Pölitz, C. (2010). Discovering bits of place histories from people's activity traces. .
  29. Kisilevich, S., Krstajic, M., Keim, D., Andrienko, N. and Andrienko, G. (2010). Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections. .
  30. Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Poelitz, C. (2010). Extracting events from spatial time series. .
  31. Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. (2009). Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos). .
  32. Andrienko, G., Andrienko, N., Giannotti, F., Monreale, A. and Pedreschi, D. (2009). Movement data anonymity through generalization. .
  33. Andrienko, G., Andrienko, N., Rinzivillo, S., Nanni, M., Pedreschi, D. and Giannotti, F. (2009). Interactive visual clustering of large collections of trajectories. .
  34. Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. (2009). Demo paper: Analysis of community-contributed space-and time-referenced data (example of Panoramio photos). .
  35. Andrienko, G. and Andrienko, N. (2009). Visual analytics for geographic analysis, exemplified by different types of movement data. .
  36. Andrienko, G. and Andrienko, N. (2009). Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets. .
  37. Orellana, D., Wachowicz, M., Andrienko, N. and Andrienko, G. (2009). Uncovering interaction patterns in mobile outdoor gaming. .
  38. Andrienko, G. and Andrienko, N. (2009). Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data. .
  39. Andrienko, N. and Andrienko, G. (2008). Supporting visual exploration of massive movement data. .
  40. Andrienko, G., Andrienko, N. and Bartling, U. (2008). Interactive visual interfaces for evacuation planning. .
  41. Andrienko, G. and Andrienko, N. (2008). Spatio-temporal aggregation for visual analysis of movements. .
  42. Andrienko, N. and Andrienko, G. (2008). Evacuation trace mini challenge award: Tool integration analysis of movements with geospatial visual analytics toolkit. .
  43. Pelekis, N., Kopanakis, I., Marketos, G., Ntoutsi, I., Andrienko, G. and Theodoridis, Y. (2007). Similarity search in Trajectory Databases. .
  44. Andrienko, G., Andrienko, N. and Bartling, U. (2007). Visual analytics approach to user-controlled evacuation scheduling. .
  45. Andrienko, G. and Andrienko, N. (2007). Coordinated multiple views: A critical view. .
  46. Andreinko, G., Jern, M., Dykes, J., Fabrikant, S. and Weaver, C. (2007). Geovisualization and synergies from Info Vis and Visual Analytics Panel Organizers: GIV07. .
  47. Erbacher, R.F. and Frincke, D.A. (2007). Hierarchical linked views. .
  48. Heijs, A. (2007). Requirements for coordinated multiple view visualization systems for industrial applications. .
  49. Andrienko, N. and Andrienko, G. (2006). Intelligent visualisation and information presentation for civil crisis management. .
  50. Andrienko, N. and Andrienko, G. (2006). A Framework for Using Coordinated Displays for the Analysis of Multidimensional, Spatial, and Temporal Data. .
  51. Andrienko, G. and Andrienko, N. (2005). Visual exploration of the spatial distribution of temporal behaviors. .
  52. Andrienko, G. and Andrienko, N. (2004). Parallel coordinates for exploring properties of subsets. .
  53. Andrienko, N. and Andrienko, G. (2004). Interactive visual tools to explore spatio-temporal variation. .
  54. Gatalsky, P., Andrienko, N. and Andrienko, G. (2004). Interactive analysis of event data using space-time cube. .
  55. Andrienko, N. and Andrienko, G. (2003). Coordinated views for informed spatial decision making. .
  56. Andrienko, N., Andrienko, G. and Gatalsky, P. (2003). Tools for visual comparison of spatial development scenarios. .
  57. Kennedy, P., Folving, S., Munro, A., Paivinen, R., Schuck, A., Richards, T., Kohl, M., Voss, H. and Andrienko, G. (2003). European forest information system - EFIS. A step towards better access to forest information. .
  58. Andrienko, G.L. and Andrienko, N.V. (2002). Interactive visual tools for spatial multicriteria decision making. .
  59. Andrienko, G. and Andrienko, N. (2002). Intelligent support of visual data analysis in Descartes. .
  60. Andrienko, G.L. and Andrienko, N.V. (2001). Interactive visual tools to support spatial multicriteria decision making. .
  61. Andrienko, N., Andrienko, G. and Gatalsky, P. (2000). Visualization of spatio-temporal information in the Internet. .
  62. Andrienko, G. and Andrienko, N. (1999). Data characterization schema for intelligent support in visual data analysis. .
  63. Andrienko, G. and Andrienko, N. (1999). Knowledge-based visualization to support spatial data mining. .
  64. Andrienko, G.L. and Andrienko, N.V. (1998). Intelligent visualization and dynamic manipulation: Two complementary instruments to support data exploration with GIS. .
  65. Andrienko, G.L. and Andrienko, N.V. (1997). Research issues in intelligent data visualisation for exploration and communication. .
  66. Andrienko, G.L. and Andrienko, N.V. (1997). Knowledge-based support for visual exploration of spatial data. .

Journal Articles (116)

  1. Vrotsou, K., Fuchs, G., Andrienko, N. and Andrienko, G. (2017). An Interactive Approach for Exploration of Flows Through Direction-Based Filtering. Journal of Geovisualization and Spatial Analysis, 1(1-2) . doi:10.1007/s41651-017-0001-7.
  2. Andrienko, G., Andrienko, N., Fuchs, G. and Wood, J. (2017). Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data. IEEE transactions on visualization and computer graphics, 23(9), pp. 2120–2136. doi:10.1109/tvcg.2016.2616404.
  3. Sacha, D., Al-Masoudi, F., Stein, M., Schreck, T., Keim, D.A., Andrienko, G. and Janetzko, H. (2017). Dynamic Visual Abstraction of Soccer Movement. Computer Graphics Forum, 36(3), pp. 305–315. doi:10.1111/cgf.13189.
  4. Andrienko, G., Andrienko, N., Budziak, G., Dykes, J., Fuchs, G., von Landesberger, T. and Weber, H. (2017). Visual analysis of pressure in football. Data Mining and Knowledge Discovery pp. 1–47. doi:10.1007/s10618-017-0513-2.
  5. Çöltekin, A., Bleisch, S., Andrienko, G. and Dykes, J. (2017). Persistent challenges in geovisualization – a community perspective. International Journal of Cartography pp. 1–25. doi:10.1080/23729333.2017.1302910.
  6. Andrienko, G., Andrienko, N., Chen, W., Maciejewski, R. and Zhao, Y. (2017). Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions. IEEE Transactions on Intelligent Transportation Systems . doi:10.1109/TITS.2017.2683539.
  7. Andrienko, N., Andrienko, G., Camossi, E., Claramunt, C., Cordero Garcia, J.M., Fuchs, G., Hadzagic, M., Jousselme, A.-.L., Ray, C., Scarlatti, D. and Vouros, G. (2017). Visual exploration of movement and event data with interactive time masks. Visual Informatics, 1(1), pp. 25–39. doi:10.1016/j.visinf.2017.01.004.
  8. Andrienko, N. and Andrienko, G. (2017). State Transition Graphs for Semantic Analysis of Movement Behaviours. Information Visualization pp. 147387161769284–147387161769284. doi:10.1177/1473871617692841.
  9. Andrienko, G., Liu, S., Stasko, J., Elmqvist, N., Lee, B., Ma, K.L., Ahrens, J., Kirby, R.M. and Roerdink, J. (2017). Preface. IEEE Transactions on Visualization and Computer Graphics, 23(1), pp. xi–xv. doi:10.1109/TVCG.2016.2599300.
  10. Shurkhovetskyy, G., Andrienko, N., Andrienko, G. and Fuchs, G. (2017). Data Abstraction for Visualizing Large Time Series. Computer Graphics Forum . doi:10.1111/cgf.13237.
  11. Andrienko, G., Gunopulos, D., Ioannidis, Y., Kalogeraki, V., Katakis, I., Morik, K. and Verscheure, O. (2016). Mining Urban Data (Part B). Information Systems, 57, pp. 75–76. doi:10.1016/j.is.2016.01.001.
  12. Andrienko, N., Andrienko, G., Fuchs, G. and Jankowski, P. (2016). Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces. Information Visualization, 15(2), pp. 117–153. doi:10.1177/1473871615581216.
  13. Von Landesberger, T., Brodkorb, F., Roskosch, P., Andrienko, N., Andrienko, G. and Kerren, A. (2016). MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering. IEEE Transactions on Visualization and Computer Graphics, 22(1), pp. 11–20. doi:10.1109/TVCG.2015.2468111.
  14. Ahrens, J., Andrienko, G., Chen, M., Lee, B., Ma, K.L., Roerdink, J., Tory, M. and Qu, H. (2016). Message from the VIS Paper Chairs and Guest Editors. IEEE Transactions on Visualization and Computer Graphics, 22(1), pp. xi–xv. doi:10.1109/TVCG.2015.2468793.
  15. Andrienko, G., Andrienko, N. and Fuchs, G. (2016). Understanding movement data quality. Journal of Location Based Services, 10(1), pp. 31–46. doi:10.1080/17489725.2016.1169322.
  16. Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J., Robinson, A. and Schumann, H. (2016). GeoVisual analytics: Interactivity, dynamics, and scale. Cartography and Geographic Information Science, 43(1), pp. 1–2. doi:10.1080/15230406.2016.1095006.
  17. Brodkorb, F., Kuijper, A., Andrienko, G., Andrienko, N. and Von Landesberger, T. (2016). Overview with details for exploring geo-located graphs on maps. Information Visualization, 15(3), pp. 214–237. doi:10.1177/1473871615597077.
  18. Andrienko, G., Andrienko, N., Budziak, G., von Landesberger, T. and Weber, H. (2016). Coordinate transformations for characterization and cluster analysis of spatial configurations in football. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9853 LNCS, pp. 27–31. doi:10.1007/978-3-319-46131-1_6.
  19. Andrienko, N., Andrienko, G. and Rinzivillo, S. (2016). Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9853 LNCS, pp. 32–35. doi:10.1007/978-3-319-46131-1_7.
  20. Andrienko, G., Gunopulos, D., Ioannidis, Y., Kalogeraki, V., Katakis, I., Morik, K. and Verscheure, O. (2016). Mining Urban Data (Part C). Information Systems . doi:10.1016/j.is.2016.09.003.
  21. Buchmüller, J., Janetzko, H., Andrienko, G., Andrienko, N., Fuchs, G. and Keim, D.A. (2015). Visual Analytics for Exploring Local Impact of Air Traffic. Computer Graphics Forum, 34(3), pp. 181–190. doi:10.1111/cgf.12630.
  22. Andrienko, N., Andrienko, G. and Rinzivillo, S. (2015). Exploiting spatial abstraction in predictive analytics of vehicle traffic. ISPRS International Journal of Geo-Information, 4(2), pp. 591–606. doi:10.3390/ijgi4020591.
  23. Vrotsou, K., Janetzko, H., Navarra, C., Fuchs, G., Spretke, D., Mansmann, F., Andrienko, N. and Andrienko, G. (2015). SimpliFly: A methodology for simplification and thematic enhancement of trajectories. IEEE Transactions on Visualization and Computer Graphics, 21(1), pp. 107–121. doi:10.1109/TVCG.2014.2337333.
  24. Andrienko, N., Andrienko, G. and Fuchs, G. (2015). Analysis of mobility behaviors in geographic and semantic spaces. 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings pp. 341–342. doi:10.1109/VAST.2014.7042556.
  25. Andrienko, N., Andrienko, G., Fuchs, G. and Stange, H. (2015). Detecting and tracking dynamic clusters of spatial events. 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings pp. 219–220. doi:10.1109/VAST.2014.7042499.
  26. Andrienko, N., Andrienko, G., Fuchs, G., Rinzivillo, S. and Betz, H.D. (2015). Real time detection and tracking of spatial event clusters. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9286, pp. 316–319. doi:10.1007/978-3-319-23461-8_38.
  27. Andrienko, G. and Andrienko, N. (2015). Visualization support to interactive cluster analysis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9286, pp. 337–340. doi:10.1007/978-3-319-23461-8_43.
  28. Andrienko, N., Andrienko, G., Fuchs, G. and Jankowski, P. (2015). Visual analytics methodology for scalable and privacy-respectful discovery of place semantics from episodic mobility data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9286, pp. 254–258. doi:10.1007/978-3-319-23461-8_25.
  29. Andrienko, N., Andrienko, G. and Rinzivillo, S. (2014). Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Information Systems . doi:10.1016/j.is.2015.08.007.
  30. Hurter, C., Alligier, R., Gianazza, D., Puechmorel, S., Andrienko, G. and Andrienko, N. (2014). Wind parameters extraction from aircraft trajectories. Computers, Environment and Urban Systems .
  31. Leonardi, L., Orlando, S., Raffaetà, A., Roncato, A., Silvestri, C., Andrienko, G. and Andrienko, N. (2014). A general framework for trajectory data warehousing and visual OLAP. GeoInformatica, 18(2), pp. 273–312. doi:10.1007/s10707-013-0181-3.
  32. Straumann, R.K., Çöltekin, A. and Andrienko, G. (2014). Towards (re)constructing narratives from georeferenced photographs through visual analytics. Cartographic Journal, 51(2), pp. 152–165. doi:10.1179/1743277414Y.0000000079.
  33. Liebig, T., Andrienko, G. and Andrienko, N. (2014). Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data. Journal of Urban Technology, 21(2), pp. 27–37. doi:10.1080/10630732.2014.888215.
  34. Hurter, C., Alligier, R., Gianazza, D., Puechmorel, S., Andrienko, G. and Andrienko, N. (2014). Wind parameters extraction from aircraft trajectories. Computers, Environment and Urban Systems, 47, pp. 28–43. doi:10.1016/j.compenvurbsys.2014.01.005.
  35. Andrienko, G., Fabrikant, S.I., Griffin, A.L., Dykes, J. and Schiewe, J. (2014). GeoViz: interactive maps that help people think. International Journal of Geographical Information Science, 28(10), pp. 2009–2012. doi:10.1080/13658816.2014.937719.
  36. Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J. and Schumann, H. (2014). Geo visual analytics, time to focus on time. Information Visualization, 13(3), pp. 187–189. doi:10.1177/1473871613487091.
  37. Burch, M., Andrienko, G., Andrienko, N., Höferlin, M., Raschke, M. and Weiskopf, D. (2013). Visual task solution strategies in tree diagrams. IEEE Pacific Visualization Symposium pp. 169–176. doi:10.1109/PacificVis.2013.6596142.
  38. Andrienko, N., Andrienko, G., Barrett, L., Dostie, M. and Henzi, P. (2013). Space transformation for understanding group movement. IEEE Transactions on Visualization and Computer Graphics, 19(12), pp. 2169–2178. doi:10.1109/TVCG.2013.193.
  39. Von Landesberger, T., Andrienko, G., Andrienko, N., Bremm, S., Kirschner, M., Wesarg, S. and Kuijper, A. (2013). Opening up the "black box" of medical image segmentation with statistical shape models. Visual Computer, 29(9), pp. 893–905. doi:10.1007/s00371-013-0852-y.
  40. Parent, C., Spaccapietra, S., Renso, C., Andrienko, G., Andrienko, N., Bogorny, V., Damiani, M.L., Gkoulalas-Divanis, A., Macedo, J., Pelekis, N., Theodoridis, Y. and Yan, Z. (2013). Semantic trajectories modeling and analysis. ACM Computing Surveys, 45(4) .
  41. Andrienko, G., Andrienko, N., Bosch, H., Ertl, T., Fuchs, G., Jankowski, P. and Thom, D. (2013). Thematic patterns in georeferenced tweets through space-time visual analytics. Computing in Science and Engineering, 15(3), pp. 72–82.
  42. Andrienko, N. and Andrienko, G. (2013). A visual analytics framework for spatio-temporal analysis and modelling. Data Mining and Knowledge Discovery, 27(1), pp. 55–83.
  43. Andrienko, G., Andrienko, N., Hurter, C., Rinzivillo, S. and Wrobel, S. (2013). Scalable analysis of movement data for extracting and exploring significant places. IEEE Transactions on Visualization and Computer Graphics, 19(7), pp. 1078–1094.
  44. Andrienko, N. and Andrienko, G. (2013). Visual analytics of movement: An overview of methods, tools and procedures. Information Visualization, 12(1), pp. 3–24.
  45. Ellersiek, T., Andrienko, G., Andrienko, N., Hecker, D., Stange, H. and Mueller, M. (2013). Using Bluetooth to track mobility patterns: Depicting its potential based on various case studies. Proceedings of the 5th ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness, ISA 2013 pp. 1–7. doi:10.1145/2533810.2533813.
  46. Pratesi, F., Monreale, A., Wang, H., Rinzivillo, S., Pedreschi, D., Andrienko, G. and Andrienko, N. (2013). Privacy-aware distributed mobility data analytics. 21st Italian Symposium on Advanced Database Systems, SEBD 2013 pp. 329–342.
  47. Andrienko, N., Andrienko, G., Stange, H., Liebig, T. and Hecker, D. (2012). Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. Künstliche Intelligenz, 26(3), pp. 241–241. doi:10.1007/s13218-.
  48. Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Poelitz, C. (2012). Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 18(5), pp. 675–688. doi:10.1109/TVCG.2011.153.
  49. Tominski, C., Schumann, H., Andrienko, G. and Andrienko, N. (2012). Stacking-based visualization of trajectory attribute data. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2565–2574.
  50. Andrienko, G., Andrienko, N., Burch, M. and Weiskopf, D. (2012). Visual analytics methodology for eye movement studies. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2889–2898.
  51. Pelekis, N., Andrienko, G., Andrienko, N., Kopanakis, I., Marketos, G. and Theodoridis, Y. (2012). Visually exploring movement data via similarity-based analysis. Journal of Intelligent Information Systems, 38(2), pp. 343–391.
  52. Ooms, K., Andrienko, G., Andrienko, N., De Maeyer, P. and Fack, V. (2012). Analysing the spatial dimension of eye movement data using a visual analytic approach. Expert Systems with Applications, 39(1), pp. 1324–1332.
  53. Scheepens, R., Willems, N., Van De Wetering, H., Andrienko, G., Andrienko, N. and Van Wijk, J.J. (2011). Composite density maps for multivariate trajectories. IEEE Transactions on Visualization and Computer Graphics, 17(12), pp. 2518–2527.
  54. Andrienko, G., Andrienko, N. and Heurich, M. (2011). An event-based conceptual model for context-aware movement analysis. International Journal of Geographical Information Science, 25(9), pp. 1347–1370.
  55. Andrienko, G., Andrienko, N., Keim, D., MacEachren, A.M. and Wrobel, S. (2011). Challenging problems of geospatial visual analytics. Journal of Visual Languages and Computing, 22(4), pp. 251–256.
  56. Andrienko, G., Andrienko, N., Bak, P., Keim, D., Kisilevich, S. and Wrobel, S. (2011). A conceptual framework and taxonomy of techniques for analyzing movement. Journal of Visual Languages and Computing, 22(3), pp. 213–232.
  57. Andrienko, G.L., Dykes, J., Jiang, B. and Schiewe, J. (2011). GeoViz - Linking Geovisualization with Spatial Analysis and Modelling. Cartographica, 46, pp. 209–210. doi:10.3138/carto.46.4.209.
  58. Raffaetà, A., Leonardi, L., Marketos, G., Andrienko, G., Andrienko, N., Frentzos, E., Giatrakos, N., Orlando, S., Pelekis, N., Roncato, A. and Silvestri, C. (2011). Visual mobility analysis using T-warehouse. International Journal of Data Warehousing and Mining, 7(1), pp. 1–23.
  59. Adrienko, N. and Adrienko, G. (2011). Spatial generalization and aggregation of massive movement data. IEEE Transactions on Visualization and Computer Graphics, 17(2), pp. 205–219. doi:10.1109/TVCG.2010.44.
  60. Weiskopf, D., Andrienko, G., Andrienko, N. and Bak, P. (2010). Visual movement analysis in video and geo data. Informatik-Spektrum, 33(6), pp. 580–588. doi:10.1007/s00287-010-0490-y.
  61. Dykes, J., Andrienko, G., Andrienko, N., Paelke, V. and Schiewe, J. (2010). Editorial - GeoVisualization and the Digital City. Computers, Environment and Urban Systems, 34(6), pp. 443–451. doi:10.1016/j.compenvurbsys.2010.09.001.
  62. Andrienko, G., Andrienko, N., Demsar, U., Dransch, D., Dykes, J., Fabrikant, S.I., Jern, M., Kraak, M.J., Schumann, H. and Tominski, C. (2010). Space, time and visual analytics. International Journal of Geographical Information Science, 24(10), pp. 1577–1600. doi:10.1080/13658816.2010.508043.
  63. Weiskopf, D., Andrienko, G., Andrienko, N. and Bak, P. (2010). Visual movement analysis in video and geo data. Informatik-Spektrum, 33(6), pp. 580–588.
  64. Jankowski, P., Andrienko, N., Andrienko, G. and Kisilevich, S. (2010). Discovering Landmark Preferences and Movement Patterns from Photo Postings. Transactions in GIS, 14(6), pp. 833–852.
  65. Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J. and Schumann, H. (2010). Geova(t) - geospatial visual analytics: Focus on time special issue of the international cartographic association commission on geovisualization. International Journal of Geographical Information Science, 24(10), pp. 1453–1457.
  66. Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J. and Schumann, H. (2010). GeoVA(t) - Geospatial visual analytics: Focus on time. Journal of Location Based Services, 4(3), pp. 141–146.
  67. Andrienko, G., Andrienko, N., Bak, P., Bremm, S., Keim, D., von Landesberger, T., Pölitz, C. and Schreck, T. (2010). A framework for using self-organising maps to analyse spatiotemporal patterns, exemplified by analysis of mobile phone usage. Journal of Location Based Services, 4(3), pp. 200–221.
  68. Monreale, A., Andrienko, G., Andrienko, N., Giannotti, F., Pedreschi, D., Rinzivillo, S. and Wrobel, S. (2010). Movement data anonymity through generalization. Transactions on Data Privacy, 3(2), pp. 91–121.
  69. Andrienko, G., Andrienko, N., Bremm, S., Schreck, T., Von Landesberger, T., Bak, P. and Keim, D. (2010). Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns. Computer Graphics Forum, 29(3), pp. 913–922.
  70. Andrienko, G. and Andrienko, N. (2010). A general framework for using aggregation in visual exploration of movement data. Cartographic Journal, 47(1), pp. 22–40.
  71. Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.-.J. and Schumann, H. (2010). GeoVA(t) - Geospatial Visual Analytics: Focus on Time Special issue of the International Cartographic Association Commission on GeoVisualization. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 24(10), pp. 1453–1457. doi:10.1080/13658816.2010.519147.
  72. Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. (2009). Analysis of community-contributed space- and time-referenced data by example of panoramio photos. VMV 2009 - Proceedings of the Vision, Modeling, and Visualization Workshop 2009 pp. 323–329.
  73. Andrienko, G. and Andrienko, N. (2009). Interactive cumulative curves for exploratory classification maps. pp. 261–271. doi:10.1007/978-3-540-33236-7_20.
  74. Andrienko, G., Andrienko, N., Jankowski, P. and Kraak, M.-.J. (2009). Special issue: Geospatial visual analytics. Cartography and Geographic Information Science, 36(3), pp. 223–224.
  75. Andrienko, G., Andrienko, N., Dykes, J., Fabrikant, S.I. and Wachowicz, M. (2008). Geovisualization of dynamics, movement and change: Key issues and developing approaches in visualization research. Information Visualization, 7(3-4), pp. 173–180. doi:10.1057/ivs.2008.23.
  76. Andrienko, N., Andrienko, G., Pelekis, N. and Spaccapietra, S. (2008). Basic concepts of movement data. pp. 15–38. doi:10.1007/978-3-540-75177-9_2.
  77. Andrienko, G., Andrienko, N., Kopanakis, I., Ligtenberg, A. and Wrobel, S. (2008). Visual analytics methods for movement data. pp. 375–410. doi:10.1007/978-3-540-75177-9_14.
  78. Rinzivillo, S., Pedreschi, D., Nanni, M., Giannotti, F., Andrienko, N. and Andrienko, G. (2008). Visually driven analysis of movement data by progressive clustering. Information Visualization, 7(3-4), pp. 225–239.
  79. Fabrikant, S.I., Rebich-Hespanha, S., Andrienko, N., Andrienko, G. and Montello, D.R. (2008). Novel method to measure inference affordance in static small-multiple map displays representing dynamic processes. Cartographic Journal, 45(3), pp. 201–215.
  80. Andrienko, G., Andrienko, N. and Bartling, U. (2008). Visual analytics approach to user-controlled evacuation scheduling. Information Visualization, 7(1), pp. 89–103.
  81. Andrienko, G. and Andrienko, N. (2007). Multimodal analytical visualisation of spatio-temporal data. pp. 327–346. doi:10.1007/978-3-540-36651-5_23.
  82. Burkhard, R.A., Andrienko, G., Andrienko, N., Dykes, J., Koutamanis, A., Kienreich, W., Phaal, R., Blackwell, A., Eppler, M., Huang, J., Meagher, M., Grün, A., Lang, S., Perrin, D., Weber, W., Vande Moere, A., Herr, B., Börner, K., Fekete, J.-.D. and Brodbeck, D. (2007). Visualization Summit 2007: Ten research goals for 2010. Information Visualization, 6(3), pp. 169–188.
  83. Andrienko, N. and Andrienko, G. (2007). Intelligent visualisation and information presentation for civil crisis management. Transactions in GIS, 11(6), pp. 889–909.
  84. Andrienko, G., Roberts, J.C. and Weaver, C. (2007). Fifth International Conference on Coordinated & Multiple Views in Exploratory Visualizaion CMV 2007: Preface. Proceedings - Fifth International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2007 pp. VII–VIII.
  85. Andrienko, N. and Andrienko, G. (2007). Designing visual analytics methods for massive collections of movement data. Cartographica, 42(2), pp. 117–138.
  86. Palenova, M., Korotkov, V., Chumachenko, S., Politov, D., Andrienko, G. and Andrienko, N. (2007). The use of simulation model FORRUS-S in the ecological management in forestry: Strategic and tactics planning. Scientia Forestalis/Forest Sciences, (73), pp. 73–89.
  87. Andrienko, G., Andrienko, N., Jankowski, P., Keim, D., Kraak, M.-.J., MacEachren, A. and Wrobel, S. (2007). Geovisual analytics for spatial decision support: Setting the research agenda. International Journal of Geographical Information Science, 21(8), pp. 839–857.
  88. Andrienko, G. and Andrienko, N. (2007). Extracting patterns of individual movement behaviour from a massive collection of tracked positions. CEUR Workshop Proceedings, 296, pp. 1–16.
  89. Schuck, A., Green, T., Andrienko, G., Andrienko, N., Fedorec, A., Requardt, A., Richards, T., Mills, R., Mikkola, E., Päivinen, R., Köhl, M. and San-Miguel-Ayanz, J. (2007). Towards a European forest information system. European Forest Institute Research Reports, 20, pp. 1–125.
  90. Andrienko, G., Roberts, J.C. and Weaver, C. (2006). Proceedings: Fourth International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV 2006): Preface. Proceedings - Fourth International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2006, 2006 .
  91. Andrienko, G., Andrienko, N., Fischer, R., Mues, V. and Schuck, A. (2006). Reactions to geovisualization: An experience from a European project. International Journal of Geographical Information Science, 20(10), pp. 1149–1171.
  92. Andrienko, G., Malerba, D., May, M. and Teisseire, M. (2006). Mining spatio-temporal data. Journal of Intelligent Information Systems, 27(3), pp. 187–190.
  93. Andrienko, N. and Andrienko, G. (2005). A concept of an intelligent decision support for crisis management in the OASIS project. pp. 669–682. doi:10.1007/3-540-27468-5_48.
  94. Chertov, O., Komarov, A., Mikhailov, A., Andrienko, G., Andrienko, N. and Gatalsky, P. (2005). Geovisualization of forest simulation modelling results: A case study of carbon sequestration and biodiversity. Computers and Electronics in Agriculture, 49(1), pp. 175–191.
  95. Andrienko, G. and Andrienko, N. (2005). Blending aggregation and selection: Adapting parallel coordinates for the visualization of large datasets. Cartographic Journal, 42(1), pp. 49–60.
  96. Schuck, A., Andrienko, G., Andrienko, N., Folving, S., Köhl, M., Miina, S., Päivinen, R., Richards, T. and Voss, H. (2005). The European Forest Information System - An Internet based interface between information providers and the user community. Computers and Electronics in Agriculture, 47(3), pp. 185–206.
  97. Gitis, V.G., Andrienko, G.L. and Andrienko, N.V. (2004). Exploration of seismological information in analytical Web GIS. Izvestiya, Physics of the Solid Earth, 40(3), pp. 216–225.
  98. Andrienko, N. and Andrienko, G. (2004). Cumulative Curves for Exploration of Demographic Data: A Case Study of Northwest England. Computational Statistics, 19(1), pp. 9–28.
  99. Andrienko, N., Andrienko, G. and Gatalsky, P. (2003). Exploratory spatio-temporal visualization: An analytical review. Journal of Visual Languages and Computing, 14(6), pp. 503–541.
  100. Andrienko, G., Andrienko, N. and Gitis, V. (2003). Interactive maps for visual exploration of grid and vector geodata. ISPRS Journal of Photogrammetry and Remote Sensing, 57(5-6), pp. 380–389.
  101. Andrienko, G., Andrienko, N. and Voss, H. (2003). GIS for Everyone: The CommonGIS Project and Beyond. Maps and the Internet pp. 131–146. doi:10.1016/B978-008044201-3/50010-4.
  102. Andrienko, G., Andrienko, N. and Jankowski, P. (2003). Building spatial decision support tools for individuals and groups. Journal of Decision Systems, 12(2), pp. 193–208. doi:10.3166/jds.12.193-208.
  103. Andrienko, N., Andrienko, G., Voss, H., Bernardo, F., Hipolito, J. and Kretchmer, U. (2002). Testing the usability of interactive maps in commonGIS. Cartography and Geographic Information Science, 29(4), pp. 325–342.
  104. Chertov, O., Komarov, A., Andrienko, G., Andrienko, N. and Gatalsky, P. (2002). Integrating forest simulation models and spatial - Temporal interactive visualisation for decision making at landscape level. Ecological Modelling, 148(1), pp. 47–65.
  105. Andrienko, N., Andrienko, G. and Gatalsky, P. (2001). Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics. Computational Statistics, 16(3), pp. 417–433.
  106. Andrienko, N., Andrienko, G., Savinov, A., Voss, H. and Wettschereck, D. (2001). Exploratory analysis of spatial data using interactive maps and data mining. Cartography and Geographic Information Science, 28(3), pp. 151–165.
  107. Jankowski, P., Andrienko, N. and Andrienko, G. (2001). Map-centred exploratory approach to multiple criteria spatial decision making. International Journal of Geographical Information Science, 15(2), pp. 101–127.
  108. Fairbairn, D., Andrienko, G., Andrienko, N., Buziek, G. and Dykes, J. (2001). Representation and its relationship with cartographic visualization. Cartography and Geographic Information Science, 28(1), pp. 13–28.
  109. Andrienko, G. and Andrienko, N. (2001). Exploring spatial data with dominant attribute map and parallel coordinates. Computers, Environment and Urban Systems, 25(1), pp. 5–15.
  110. Andrienko, N., Andrienko, G. and Gatalsky, P. (2000). Supporting visual exploration of object movement. Proceedings of the Workshop on Advanced Visual Interfaces pp. 217–220.
  111. Andrienko, G.L. and Andrienko, N.V. (1999). Interactive maps for visual data exploration. International Journal of Geographical Information Science, 13(4), pp. 355–374.
  112. Andrienko, G., Andrienko, N., Voss, H. and Carter, J. (1999). Internet mapping for dissemination of statistical information. Computers, Environment and Urban Systems, 23(6), pp. 425–441.
  113. Andrienko, G.L. and Andrienko, N.V. (1998). Dynamic Categorization for Visual Study of Spatial Information. Programming and Computer Software, 24(3), pp. 108–115.
  114. Andrienko, G.L. and Andrienko, N.V. (1997). Intelligent Cartographic Visualization for Supporting Data Exploration in the IRIS System. Programming and Computer Software, 23(5), pp. 268–281.
  115. Andrienko, G.L. and Andrienko, N.V. (1996). Information Retrieval and Representation in a Multimedia System: A Knowledge-based Approach. Programming and Computer Software, 22(1), pp. 45–52.
  116. Andrienko, G.L. and Andrienko, N.V. (1995). The design of information-analytical multimedia-systems based on knowledges. Problemy Upravleniya I Informatiki (Avtomatika), (5), pp. 160–172.

Other (7)

  1. von Landesberger, T., Andrienko, G., Andrienko, N., Bremm, S., Kirschner, M., Wesarg, S. and Kuijper, A. (2013). Opening up the "black box" of medical image segmentation with statistical shape models.
  2. Vrotsou, K., Andrienko, N., Andrienko, G. and Jankowski, P. (2011). Exploring city structure from georeferenced photos using graph centrality measures.
  3. Pelekis, N., Andrienko, G., Andrienko, N., Kopanakis, I., Marketos, G. and Theodoridis, Y. (2011). Visually exploring movement data via similarity-based analysis.
  4. Andrienko, G., Andrienko, N., Rinzivillo, S., Nanni, M. and Pedreschi, D. (2009). A visual analytics toolkit for cluster-based classification of mobility data.
  5. Andrienko, G. and Andrienko, N. (2008). A visual analytics approach to exploration of large amounts of movement data.
  6. Keim, D., Andrienko, G., Fekete, J.-.D., Görg, C., Kohlhammer, J. and Melançon, G. (2008). Visual analytics: Definition, process, and challenges.
  7. Andrienko, G., Andrienko, N. and Gatalsky, P. (2004). Visual mining of spatial time series data.

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City, University of London is an independent member institution of the University of London. Established by Royal Charter in 1836, the University of London consists of 18 independent member institutions with outstanding global reputations and several prestigious central academic bodies and activities.