Natalia V. Andrienko

Natalia V. Andrienko, Gennady L. Andrienko: A visual analytics framework for spatio-temporal analysis and modelling. Data Min. Knowl. Discov. 27(1): 55-83 (2013)

Natalia V. Andrienko, Gennady L. Andrienko: Visual analytics of movement: An overview of methods, tools and procedures. Information Visualization 12(1): 3-24 (2013)

Kristien Ooms, Gennady L. Andrienko, Natalia V. Andrienko, Philippe De Maeyer, Veerle Fack: Analysing the spatial dimension of eye movement data using a visual analytic approach. Expert Syst. Appl. 39(1): 1324-1332 (2012)

Nikos Pelekis, Gennady L. Andrienko, Natalia V. Andrienko, Ioannis Kopanakis, Gerasimos Marketos, Yannis Theodoridis: Visually exploring movement data via similarity-based analysis. J. Intell. Inf. Syst. 38(2): 343-391 (2012)

Natalia V. Andrienko, Gennady L. Andrienko, Hendrik Stange, Thomas Liebig, Dirk Hecker: Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. KI 26(3): 241-251 (2012)

Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz: Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE Trans. Vis. Comput. Graph. 18(5): 675-688 (2012)

Christian Tominski, Heidrun Schumann, Gennady L. Andrienko, Natalia V. Andrienko: Stacking-Based Visualization of Trajectory Attribute Data. IEEE Trans. Vis. Comput. Graph. 18(12): 2565-2574 (2012)

Gennady L. Andrienko, Natalia V. Andrienko, Michael Burch, Daniel Weiskopf: Visual Analytics Methodology for Eye Movement Studies. IEEE Trans. Vis. Comput. Graph. 18(12): 2889-2898 (2012)

Katerina Vrotsou, Haolin Zhi, Iulian Peca, Gennady L. Andrienko, Natalia V. Andrienko: Interactive exploration of events and presence of people in space and time through KD-photomap. AVI 2012: 804-805

Tatiana von Landesberger, Sebastian Bremm, Natalia V. Andrienko, Gennady L. Andrienko, Maria Tekusova: Visual analytics methods for categoric spatio-temporal data. IEEE VAST 2012: 183-192

Gennady L. Andrienko, Natalia V. Andrienko, Marco Heurich: An event-based conceptual model for context-aware movement analysis. International Journal of Geographical Information Science 25(9): 1347-1370 (2011)

Alessandra Raffaetà, Luca Leonardi, Gerasimos Marketos, Gennady L. Andrienko, Natalia V. Andrienko, Elias Frentzos, Nikos Giatrakos, Salvatore Orlando, Nikos Pelekis, Alessandro Roncato, Claudio Silvestri: Visual Mobility Analysis using T-Warehouse. IJDWM 7(1): 1-23 (2011)

Natalia V. Andrienko, Gennady L. Andrienko: Spatial Generalization and Aggregation of Massive Movement Data. IEEE Trans. Vis. Comput. Graph. 17(2): 205-219 (2011)

Roeland Scheepens, Niels Willems, Huub van de Wetering, Gennady L. Andrienko, Natalia V. Andrienko, Jarke J. van Wijk: Composite Density Maps for Multivariate Trajectories. IEEE Trans. Vis. Comput. Graph. 17(12): 2518-2527 (2011)

Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Daniel A. Keim, Slava Kisilevich, Stefan Wrobel: A conceptual framework and taxonomy of techniques for analyzing movement. J. Vis. Lang. Comput. 22(3): 213-232 (2011)

Gennady L. Andrienko, Natalia V. Andrienko, Daniel A. Keim, Alan M. MacEachren, Stefan Wrobel: Challenging problems of geospatial visual analytics. J. Vis. Lang. Comput. 22(4): 251-256 (2011)

Hendrik Stange, Thomas Liebig, Dirk Hecker, Gennady L. Andrienko, Natalia V. Andrienko: Analytical workflow of monitoring human mobility in big event settings using Bluetooth. ISA 2011: 51-58

Ahmed Jawad, Kristian Kersting, Natalia V. Andrienko: Where traffic meets DNA: mobility mining using biological sequence analysis revisited. GIS 2011: 357-360

Mahmoud Attia Sakr, Gennady L. Andrienko, Thomas Behr, Natalia V. Andrienko, Ralf Hartmut Güting, Christophe Hurter: Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system. GIS 2011: 505-508

Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel: From movement tracks through events to places: Extracting and characterizing significant places from mobility data. IEEE VAST 2011: 161-170

Iulian Peca, Haolin Zhi, Katerina Vrotsou, Natalia V. Andrienko, Gennady L. Andrienko: KD-photomap: Exploring photographs in space and time. IEEE VAST 2011: 291-292

Katerina Vrotsou, Natalia V. Andrienko, Gennady L. Andrienko, Piotr Jankowski: Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures. ECML/PKDD (3) 2011: 654-657

Gennady L. Andrienko, Natalia V. Andrienko, Sebastian Bremm, Tobias Schreck, Tatiana von Landesberger, Peter Bak, Daniel A. Keim: Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns. Comput. Graph. Forum 29(3): 913-922 (2010)

Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Menno-Jan Kraak, Heidrun Schumann: GeoVA(t) - Geospatial Visual Analytics: Focus on Time. International Journal of Geographical Information Science 24(10): 1453-1457 (2010)

Gennady L. Andrienko, Natalia V. Andrienko, Urska Demsar, Doris Dransch, Jason Dykes, Sara Irina Fabrikant, Mikael Jern, Menno-Jan Kraak, Heidrun Schumann, Christian Tominski: Space, time and visual analytics. International Journal of Geographical Information Science 24(10): 1577-1600 (2010)

Daniel Weiskopf, Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak: Visuelle Bewegungsanalyse in Video- und Geodaten. Informatik Spektrum 33(6): 580-588 (2010)

Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Menno-Jan Kraak, Heidrun Schumann: GeoVA(t) - Geospatial visual analytics: focus on time. J. Location Based Services 4(3&4): 141-146 (2010)

Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Sebastian Bremm, Daniel A. Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck: A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage. J. Location Based Services 4(3&4): 200-221 (2010)

Anna Monreale, Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel: Movement Data Anonymity through Generalization. Transactions on Data Privacy 3(2): 91-121 (2010)

Piotr Jankowski, Natalia V. Andrienko, Gennady L. Andrienko, Slava Kisilevich: Discovering Landmark Preferences and Movement Patterns from Photo Postings. T. GIS 14(6): 833-852 (2010)

Jason Dykes, Gennady L. Andrienko, Natalia V. Andrienko, Volker Paelke, Jochen Schiewe: Editorial - GeoVisualization and the Digital City. Computers, Environment and Urban Systems 34(6): 443-451 (2010)

Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz: Discovering bits of place histories from people's activity traces. IEEE VAST 2010: 59-66

Gennady L. Andrienko, Natalia V. Andrienko: Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube. IEEE VAST 2010: 213-214

Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz: Extracting Events from Spatial Time Series. IV 2010: 48-53

Slava Kisilevich, Milos Krstajic, Daniel A. Keim, Natalia V. Andrienko, Gennady L. Andrienko: Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections. IV 2010: 289-296

Gennady L. Andrienko, Natalia V. Andrienko: Interactive cluster analysis of diverse types of spatiotemporal data. SIGKDD Explorations 11(2): 19-28 (2009)

Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Anna Monreale, Dino Pedreschi: Movement data anonymity through generalization. SPRINGL 2009: 27-31

Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Slava Kisilevich, Daniel A. Keim: Analysis of community-contributed space-and time-referenced data (example of Panoramio photos). GIS 2009: 540-541

Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi, Fosca Giannotti: Interactive visual clustering of large collections of trajectories. IEEE VAST 2009: 3-10

Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Slava Kisilevich, Daniel A. Keim: Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos). IEEE VAST 2009: 213-214

Gennady L. Andrienko, Natalia V. Andrienko: Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data. IF&GIS 2009: 3-17

Gennady L. Andrienko, Natalia V. Andrienko: Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets. KDD Workshop on Visual Analytics and Knowledge Discovery 2009: 5-11

Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi: A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. SSTD 2009: 432-435

Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Slava Kisilevich, Daniel A. Keim: Analysis of Community-contributed Space- and Timereferenced Data by Example of Panoramio Photos. VMV 2009: 323-330

Gennady L. Andrienko, Natalia V. Andrienko, Ulrich Bartling: Visual analytics approach to user-controlled evacuation scheduling. Information Visualization 7(1): 89-103 (2008)

Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Sara Irina Fabrikant, Monica Wachowicz: Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research. Information Visualization 7(3-4): 173-180 (2008)

Salvatore Rinzivillo, Dino Pedreschi, Mirco Nanni, Fosca Giannotti, Natalia V. Andrienko, Gennady L. Andrienko: Visually driven analysis of movement data by progressive clustering. Information Visualization 7(3-4): 225-239 (2008)

Gennady L. Andrienko, Natalia V. Andrienko, Ulrich Bartling: Interactive visual interfaces for evacuation planning. AVI 2008: 472-473

Natalia V. Andrienko, Gennady L. Andrienko: Supporting visual exploration of massive movement data. AVI 2008: 474-475

Gennady L. Andrienko, Natalia V. Andrienko: Spatio-temporal aggregation for visual analysis of movements. IEEE VAST 2008: 51-58

Natalia V. Andrienko, Gennady L. Andrienko: Evacuation trace Mini Challenge award: Tool integration analysis of movements with Geospatial Visual Analytics Toolkit. IEEE VAST 2008: 205-206

Gennady L. Andrienko, Natalia V. Andrienko: A Visual Analytics Approach to Exploration of Large Amounts of Movement Data. VISUAL 2008: 1-4

Natalia V. Andrienko, Gennady L. Andrienko, Nikos Pelekis, Stefano Spaccapietra: Basic Concepts of Movement Data. Mobility, Data Mining and Privacy 2008: 15-38

Gennady L. Andrienko, Natalia V. Andrienko, Ioannis Kopanakis, Arend Ligtenberg, Stefan Wrobel: Visual Analytics Methods for Movement Data. Mobility, Data Mining and Privacy 2008: 375-410

Andreas Schuck, Tim Green, Gennady L. Andrienko, Natalia V. Andrienko, Alexander M. Fedorec, Aljoscha Requardt, Tim Richards, Roger Mills, Eero Mikkola, Risto Päivinen, Michael Köhl, Jesus San-Miguel-Ayanz: Towards a European Forest Information System. European Forest Institute Research Report 20, VSP 2007, isbn 978-90-04-16150-4, pp. 1-109

Natalia V. Andrienko, Gennady L. Andrienko: Designing Visual Analytics Methods for Massive Collections of Movement Data. Cartographica 42(2): 117-138 (2007)

Gennady L. Andrienko, Natalia V. Andrienko, Piotr Jankowski, Daniel A. Keim, Menno-Jan Kraak, Alan M. MacEachren, Stefan Wrobel: Geovisual analytics for spatial decision support: Setting the research agenda. International Journal of Geographical Information Science 21(8): 839-857 (2007)

Remo Aslak Burkhard, Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Alexander Koutamanis, Wolfgang Kienreich, Robert Phaal, Alan F. Blackwell, Martin J. Eppler, Jeffrey Huang, Mark Meagher, Armin Grün, Silke Lang, Daniel Perrin, Wibke Weber, Andrew Vande Moere, Bruce W. Herr, Katy Börner, Jean-Daniel Fekete, Dominique Brodbeck: Visualization Summit 2007: ten research goals for 2010. Information Visualization 6(3): 169-188 (2007)

Gennady L. Andrienko, Natalia V. Andrienko, Stefan Wrobel: Visual analytics tools for analysis of movement data. SIGKDD Explorations 9(2): 38-46 (2007)

Natalia V. Andrienko, Gennady L. Andrienko: Intelligent Visualisation and Information Presentation for Civil Crisis Management. T. GIS 11(6): 889-909 (2007)

Gennady L. Andrienko, Natalia V. Andrienko, Ulrich Bartling: Visual Analytics Approach to User-Controlled Evacuation Scheduling. IEEE VAST 2007: 43-50

Gennady L. Andrienko, Natalia V. Andrienko: Extracting Patterns of Individual Movement Behaviour from a Massive Collection of Tracked Positions. BMI 2007: 1-16

Natalia V. Andrienko, Gennady L. Andrienko: A Framework for Decision-Centred Visualisation in Civil Crisis Management. Location Based Services and TeleCartography 2007: 461-477

Natalia V. Andrienko, Gennady L. Andrienko: Exploratory analysis of spatial and temporal data - a systematic approach. Springer 2006, isbn 978-3-540-25994-7, pp. I-XV, 1-703

Gennady L. Andrienko, Natalia V. Andrienko, Richard Fischer, Volker Mues, Andreas Schuck: Reactions to geovisualization: an experience from a European project. International Journal of Geographical Information Science 20(10): 1149-1171 (2006)

Gennady L. Andrienko, Natalia V. Andrienko: Visual Exploration of the Spatial Distribution of Temporal Behaviors. IV 2005: 799-806

Natalia V. Andrienko, Gennady L. Andrienko: Interactive visual tools to explore spatio-temporal variation. AVI 2004: 417-420

Peter Gatalsky, Natalia V. Andrienko, Gennady L. Andrienko: Interactive Analysis of Event Data Using Space-Time Cube. IV 2004: 145-152

Gennady L. Andrienko, Natalia V. Andrienko, Peter Gatalsky: Visual Mining of Spatial Time Series Data. PKDD 2004: 524-527

Natalia V. Andrienko, Gennady L. Andrienko: Informed spatial decisions through coordinated views. Information Visualization 2(4): 270-285 (2003)

Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky: Exploratory spatio-temporal visualization: an analytical review. J. Vis. Lang. Comput. 14(6): 503-541 (2003)

Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky: Tools for Visual Comparison of Spatial Development Scenarios. IV 2003: 237-244

Piotr Jankowski, Natalia V. Andrienko, Gennady L. Andrienko: Map-centred exploratory approach to multiple criteria spatial decision making. International Journal of Geographical Information Science 15(2): 101-127 (2001)

Gennady L. Andrienko, Natalia V. Andrienko: Interactive Visual Tools to Support Spatial Multicriteria Decision Making. UIDIS 2001: 127-131

Natalia V. Andrienko, Gennady L. Andrienko: Intelligent Visual Data Analysis Service in the Internet. WISE (2) 2001: 85-91

Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky: Supporting Visual Exploration of Object Movement. Advanced Visual Interfaces 2000: 217-220

Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky: Visualization of Spatio-Temporal Information in the Internet. DEXA Workshop 2000: 577-585

Gennady L. Andrienko, Natalia V. Andrienko: Interactive maps for visual data exploration. International Journal of Geographical Information Science 13(4): 355-374 (1999)

Gennady L. Andrienko, Natalia V. Andrienko: Data Characterization Schema for Intelligent Support in Visual Data Analysis. COSIT 1999: 349-365

Gennady L. Andrienko, Natalia V. Andrienko: Knowledge Engineering for Automated Map Design in DESCARTES. ACM-GIS 1999: 66-72

Gennady L. Andrienko, Natalia V. Andrienko: Knowledge-Based Visualization to Support Spatial Data Mining. IDA 1999: 149-160

Gennady L. Andrienko, Natalia V. Andrienko: Data Mining with C4.5 and Interactive Cartographic Visualization. UIDIS 1999: 162-165

Gennady L. Andrienko, Natalia V. Andrienko: Intelligent visualization and dynamic manipulation: two complementary instruments to support data exploration with GIS. AVI 1998: 66-75

Gennady L. Andrienko, Natalia V. Andrienko: Knowledge-Based Support for Visual Exploration of Spatial Data. CHI Extended Abstracts 1997: 16-17

Gennady L. Andrienko, Natalia V. Andrienko: Research Issues in Intelligent Data Visualisation for Exploration and Communication. CHI Extended Abstracts 1997: 40-41

Gennady L. Andrienko, Natalia V. Andrienko: AFORIZM Approach: Creating Situations to Facilitate Expertise Transfer. EKAW 1994: 244-261