Journal papers
  1. Natalia Andrienko, Gennady Andrienko and Gota Shirato
    Episodes and Topics in Multivariate Temporal Data
    Computer Graphics Forum, 2023, vol. ?(?), pp.??? (accepted)
    published version: http://doi.org/10.1111/cgf.14926 (open access)
  2. George Papadopoulos, Alevizos Bastas, George A Vouros, Ian Crook, Natalia Andrienko, Gennady Andrienko and Jose Manuel Cordero
    Deep Reinforcement Learning in service of Air Traffic Controllers to resolve tactical conflicts
    Expert Systems with Applications , 2023, vol. ?(?), pp.??? (accepted)
    published version: https://doi.org/10.1016/j.eswa.2023.121234
  3. Linara Adilova, Michael Kamp, Gennady Andrienko and Natalia Andrienko
    Re-interpreting Rules Interpretability
    International Journal of Data Science and Analytics , 2023, vol. ?(?), pp.??? (accepted)
    published version: https://doi.org/10.1007/s41060-023-00398-5 (open access)
  4. Natalia Andrienko and Gennady Andrienko
    It's about Time: Analytical Time Periodization
    Computer Graphics Forum, 2023, vol. ?(?), pp.??? (accepted)
    published version: http://doi.org/10.1111/cgf.14845 (open access)
  5. Lindsey Conrow, Cheng Fub, Haosheng Huang, Natalia Andrienko, Gennady Andrienko, and Robert Weibel
    A conceptual framework for developing dashboards for big mobility data
    Cartography and Geographic Information Science
    2023, v.?(?), pp.??? (accepted)
    published version: http://dx.doi.org/10.1080/15230406.2023.2190164 (open access)
  6. Stef van den Elzen, Gennady Andrienko, Natalia Andrienko, Brian D. Fisher, Rafael M. Martins, Jakko Peltonen, Alexandru C. Telea, and Michel Verleyse
    The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications
    IEEE Computer Graphics & Applications, 2023, vol. 43(2), pp.78-88
    published version: https://doi.org/10.1109/MCG.2023.3237286
  7. Gota Shirato, Natalia Andrienko, and Gennady Andrienko
    Identifying, exploring, and interpreting time series shapes in multivariate time intervals
    Visual Informatics, 2023, vol. 7(1), pp.77-91
    published version: https://doi.org/10.1016/j.visinf.2023.01.001 (open access)
  8. Jie Li, Yongjian Sun, Zhenhuan Lei, Siming Chen, Gennady Andrienko, Natalia Andrienko, and Wei Chen
    A hybrid prediction and search approach for flexible and efficient exploration of big data
    Journal of Visualization, 2023, vol. 26(2), pp.457-475
    published version: https://doi.org/10.1007/s12650-022-00887-y (open access)
  9. Theocharis Kravaris, Konstantinos Lentzos, Georgios Santipantakis, George Vouros, Gennady Andrienko, Natalia Andrienko, Ian Crook, Jose Manuel Cordero Garcia, and Enrique Iglesias Martinez
    Explaining Deep Reinforcement Learning Decisions in Complex Multiagent Settings: Towards Enabling Automation in Air Traffic Flow Management
    Applied Intelligence, 2023, vol. 53, pp.4063-4098
    published version: https://doi.org/10.1007/s10489-022-03605-1 (open access)
  10. Natalia Andrienko, Gennady Andrienko, Siming Chen, and Brian Fisher
    Seeking patterns of visual pattern discovery for knowledge building
    Computer Graphics Forum, 2022, vol. 41(6), pp.124-148
    pre-print; published version: https://doi.org/10.1111/cgf.14515 (open access)
  11. Gennady Andrienko, Natalia Andrienko, Jose Manuel Cordero Garcia, Dirk Hecker, and George Vouros
    Supporting Visual Exploration of Iterative Job Scheduling
    IEEE Computer Graphics & Applications, 2022, vol. 42(3), pp.74-86
    pre-print; published version: https://doi.org/10.1109/MCG.2022.3163437
  12. Natalia Andrienko, Gennady Andrienko, Linara Adilova, and Stefan Wrobel
    Visual Analytics for Human-Centered Machine Learning
    IEEE Computer Graphics & Applications, 2022, vol. 42(1), pp.123-133
    pre-print; published version: https://doi.org/10.1109/MCG.2021.3130314
  13. Yongjian Sun, Jie Li, Siming Chen, Gennady Andrienko, Natalia Andrienko, and Kang Zhang
    A learning-based approach for efficient visualization construction
    Visual Informatics, 2022, vol. 6(1), pp.14-25
    published version: https://doi.org/10.1016/j.visinf.2022.01.001 (open access)
  14. Christian Tominski, Gennady Andrienko, Natalia Andrienko, Susanne Bleisch, Sara Irina Fabrikant, Eva Mayr, Silvia Miksch, Margit Pohl, Andre Skupin
    Toward flexible visual analytics augmented through smooth display transitions
    Visual Informatics, 2021, vol. 5(3) pp.28-38
    published version: https://doi.org/10.1016/j.visinf.2021.06.004 (open access)
  15. Natalia Andrienko, Gennady Andrienko, Silvia Miksch, Heidrun Schumann, and Stefan Wrobel
    A theoretical model for pattern discovery in visual analytics
    Visual Informatics, 2021, vol. 5(1) pp.23-42
    published version: https://doi.org/10.1016/j.visinf.2020.12.002 (open access)
  16. Gennady Andrienko, Natalia Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, and Stefan Wrobel
    Constructing Spaces and Times for Tactical Analysis in Football
    IEEE Transactions on Visualization and Computer Graphics, 2021, vol. 27(4), pp.2280-2297
    pre-print, published version: https://doi.org/10.1109/TVCG.2019.2952129
  17. Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li and Xiaoru Yuan
    Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams
    IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2020), 2021, vol. 27(2), pp.1612-1622
    pre-print, published version: https://doi.org/10.1109/TVCG.2020.3030411
  18. Gennady Andrienko, Natalia Andrienko, Ibad Kureshi, Kieran Lee, Ian Smith, and Toni Staykova
    Automating and utilizing equal-distribution data classification
    International Journal of Cartography, 2021, vol. 7(1), pp.100-115
    pre-print, published version: https://doi.org/10.1080/23729333.2020.1863000
  19. Gennady Andrienko, Natalia Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi and Roberto Trasarti
    (So) Big Data and the transformation of the city.
    International Journal of Data Science and Analytics, 2020, vol. 11(4), pp.311-340
    published version: https://doi.org/10.1007/s41060-020-00207-3 (open access)
  20. Alina Sîrbu, Gennady Andrienko, Natalia Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi & Rajesh Sharma
    Human migration: the big data perspective.
    International Journal of Data Science and Analytics, 2020, vol. 11(4), pp.341-360
    published version: https://doi.org/10.1007/s41060-020-00213-5 (open access)
  21. Natalia Andrienko, Gennady Andrienko
    Spatio-temporal visual analytics: a vision for 2020s
    Journal of Spatial Information Science, 2020, number 20, pp.87-95
    published version: https://doi.org/10.5311/JOSIS.2020.20.661 (open access)
  22. Davide Ceneda, Natalia Andrienko, Gennady Andrienko, Theresia Gschwandtner, Silvia Miksch, Nikolaus Piccolotto, Tobias Schreck, Marc Streit, Josef Suschnigg and Christian Tominski
    Guide Me in Analysis: A Framework for Guidance Designers
    Computer Graphics Forum, 2020, vol. 39(6), pp.269-288
    published version: https://doi.org/10.1111/cgf.14017 (open access)
  23. Feng Liu, Gennady Andrienko, Natalia Andrienko, Siming Chen, Davy Janssens, Geert Wets, Yannis Theodoridis
    Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches
    Journal of Geovisualization and Spatial Analysis, 2020, vol. 4(2)
    published version: https://doi.org//10.1007/s41651-020-00057-4
  24. Natalia Andrienko, Gennady Andrienko, Fabian Patterson, Hendrik Stange
    Visual Analysis of Place Connectedness by Public Transport
    IEEE Transactions on Intelligent Transportation Systems, 2020, vol. 21(8), pp.3196-3208
    pre-print, published version: http://dx.doi.org/10.1109/TITS.2019.2924796
  25. Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong H. Nguyen, Olivier Thonnard, and Cagatay Turkay
    LDA Ensembles for Interactive Exploration and Categorization of Behaviors
    IEEE Transactions on Visualization and Computer Graphics, 2020, vol. 26(9), pp.2775-2792
    pre-print, published version: https://doi.org/10.1109/TVCG.2019.2904069
  26. Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, and Cagatay Turkay
    Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
    IEEE Transactions on Visualization and Computer Graphics, 2020, vol. 26(7), pp.2499-2516
    pre-print, published version: https://doi.org/10.1109/TVCG.2018.2889054
  27. Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko
    Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time
    IEEE Transactions on Visualization and Computer Graphics, 2020, vol. 26(4), pp.1789-1806
    pre-print, published version: https://doi.org/10.1109/TVCG.2018.2882449
  28. Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard and Cagatay Turkay
    VASABI: Hierarchical User Profiles for \\Interactive Visual User Behaviour Analytics
    IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2019), 2020, vol. 26(1), pp.77-86
    pre-print, published version: http://dx.doi.org/10.1109/TVCG.2019.2934609
  29. George A. Vouros, Georgios M. Santipantakis, Christos Doulkeridis, Akrivi Vlachou, Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia, Miguel Garcia Martinez
    The datAcron Ontology for the Specification of Semantic Trajectories. Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics
    Journal of Data Semantics, 2019, vol. 8(4), pp.235-262
    published version: https://doi.org/10.1007/s13740-019-00108-0
  30. Alexander Dunkel, Gennady Andrienko, Natalia Andrienko, Dirk Burghardt, Eva Hauthal and Ross Purves
    A conceptual framework for studying collective reactions to events in location-based social media
    International Journal of Geographical Information Science, 2019, vol. 33(4), pp.780-804
    published version: https://doi.org/10.1080/13658816.2018.1546390 (open access)
  31. Phong H. Nguyen, Cagatay Turkay, Gennady Andrienko, Natalia Andrienko, Olivier Thonnard, and Jihane Zouaoui
    Understanding User Behaviour through Action Sequences: from the Usual to the Unusual
    IEEE Transactions on Visualization and Computer Graphics, 2019, vol. 25(9), pp.2838-2852
    pre-print, published version: https://doi.org/10.1109/TVCG.2018.2859969
  32. Jie Li, Siming Chen, Kang Zhang, Gennady Andrienko, and Natalia Andrienko
    COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series
    IEEE Transactions on Visualization and Computer Graphics, 2019, vol. 25(8), pp.2554-2567
    pre-print, published version: https://doi.org/10.1109/TVCG.2018.2851227
  33. Nikola Markovic, Przemyslaw Sekula, Zachary Vander Laan, Gennady Andrienko, Natalia Andrienko
    Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study
    IEEE Transactions on Intelligent Transportation Systems, 2019, vol. 20(5), pp.1858-1869
    published version: http://dx.doi.org/10.1109/TITS.2018.2843298
  34. Natalia Andrienko, Gennady Andrienko, Jose Manuel Cordero Garcia, and David Scarlatti
    Analysis of Flight Variability: a Systematic Approach
    IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2018), 2019, vol. 25(1), pp.54-64
    pre-print, published version: https://doi.org/10.1109/TVCG.2018.2864811
    video and supplementary material: https://ieeexplore.ieee.org/document/8440121/media
    and: papers/vast18appendix.pdf
  35. Shixia Liu, Gennady Andrienko, Yingcai Wu, Nan Cao, Liu Jiang, Conglei Shi, Yu-Shuen Wang, Seokhee Hong
    Steering Data Quality with Visual Analytics: the Complexity Challenge
    Visual Informatics, 2018, vol. 2(4), pp.191-197
    published version: https://doi.org/10.1016/j.visinf.2018.12.001 (open access)
  36. Christopher Collins, Natalia Andrienko, Tobias Schreck, Jing Yang, Jaegul Choo, Ulrich Engelke, Amit Jena, Tim Dwyer
    Guidance in the human-machine analytics process
    Visual Informatics, 2018, vol. 2(3), pp.166-180
    published version: https://doi.org/10.1016/j.visinf.2018.09.003 (open access)
  37. Natalia Andrienko, Tim Lammarsch, Gennady Andrienko, Georg Fuchs, Daniel Keim, Silvia Miksch, and Alexander Rind
    Viewing Visual Analytics as Model Building
    Computer Graphics Forum, 2018, vol. 37(6), pp.275-299
    pre-print, published version: http://dx.doi.org/10.1111/cgf.13324
  38. Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia
    Clustering Trajectories by Relevant Parts for Air Traffic Analysis
    IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2017), 2018, vol. 24(1), pp.34-44
    pre-print, published version: https://doi.org/10.1109/TVCG.2017.2744322
    video and supplementary material: http://ieeexplore.ieee.org/document/8017616/media
    short video preview: https://vimeo.com/groups/480818/videos/230830419
  39. Manuel Stein, Halldór Janetzko, Andreas Lamprecht, Thorsten Breitkreutz, Philipp Zimmermann, Bastian Goldlücke, Tobias Schreck, Gennady Andrienko, Michael Grossniklaus, Daniel Keim
    Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis
    IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2017), 2018, vol. 24(1), pp.13-22
    published version: https://doi.org/10.1109/TVCG.2017.2745181
    short video preview: https://vimeo.com/groups/480818/videos/230830922
  40. Natalia Andrienko and Gennady Andrienko
    State Transition Graphs for Semantic Analysis of Movement Behaviours
    Information Visualization, 2018, vol. 17(1), pp.41-65
    pre-print, published version: http://dx.doi.org/10.1177/1473871617692841
  41. Georgiy Shurkhovetskyy, Natalia Andrienko, Gennady Andrienko, and Georg Fuchs
    Data Abstraction for Visualizing Large Time Series
    Computer Graphics Forum, 2018, vol. 37(1), pp.125-144
    published version: http://dx.doi.org/10.1111/cgf.13237
  42. Gennady Andrienko, Natalia Andrienko, Guido Budziak, Jason Dykes, Georg Fuchs, Tatiana von Landesberger, Hendrik Weber
    Visual Analysis of Pressure in Football
    Data Mining and Knowledge Discovery, 2017, vol. 31(6), pp.1793-1839
    pre-print, published version: http://dx.doi.org/10.1007/s10618-017-0513-2
    poster: http://geoanalytics.net/and/papers/dmkd17poster.pdf
    supplementary material: http://geoanalytics.net/and/dmkd2016/
  43. Gennady Andrienko, Natalia Andrienko, Wei Chen, Ross Maciejewski, and Ye Zhao
    Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
    IEEE Transactions on Intelligent Transportation Systems, 2017, vol. 18(8), pp.2232-2249
    pre-print, published version: http://dx.doi.org/10.1109/TITS.2017.2683539
  44. Natalia Andrienko, Gennady Andrienko, Elena Camossi, Christophe Claramunt, Jose Manuel Cordero Garcia, Georg Fuchs, Melita Hadzagic, Anne-Laure Jousselme, Cyril Ray, David Scarlatti, George Vouros
    Visual Exploration of Movement and Event Data with Interactive Time Masks
    Visual Informatics, 2017, vol. 1(1), pp.25-39
    published version: https://doi.org/10.1016/j.visinf.2017.01.004 (open access)
  45. Katerina Vrotsou, Georg Fuchs, Natalia Andrienko, and Gennady Andrienko
    An Interactive Approach for Exploration of Flows through Direction-Based Filtering
    Journal of Geovisualization and Spatial Analysis, 2017, vol. 1(1), pp.??? (accepted)
    published version: http://dx.doi.org/10.1007/s41651-017-0001-7 (open access)
  46. D.Sacha, F.Al-Masoudi, M.Stein, T.Schreck, D.Keim, G.Andrienko, and H.Janetzko
    Dynamic Visual Abstraction of Soccer Movement
    Computer Graphics Forum (proceedings EuroVis 2017, honourable mention award), 2017, vol. 36(3), pp.305-315
    pre-print, published version: http://dx.doi.org/10.1111/cgf.13189
    supplementary video: https://www.youtube.com/watch?v=AXEJU5nW_A4
  47. Gennady Andrienko, Natalia Andrienko, Georg Fuchs, and Jo Wood
    Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data
    IEEE Transactions on Visualization and Computer Graphics, 2017, vol. 23(9), pp.2120-2136
    pre-print, published version: http://dx.doi.org/10.1109/TVCG.2016.2616404
  48. Arzu Coltekin, Susanne Bleisch, Gennady Andrienko, and Jason Dykes
    Persistent problems in geovisualization - a community perspective
    International Journal of Cartography, 2017, vol. 3(?), pp.115-139
    published version: http://dx.doi.org/10.1080/23729333.2017.1302910
  49. Gennady Andrienko, Natalia Andrienko, Georg Fuchs
    Understanding Movement Data Quality
    Journal of Location Based Services, 2016, vol. 10(1), pp.31-46
    pre-print, published version: http://dx.doi.org/10.1080/17489725.2016.1169322
  50. Gennady Andrienko, Natalia Andrienko, Alexander Ryumkin, Valery Ryumkin, Gennady Kravchenko, Evegeny Tyabaev, Dmitry Khloptsov, Svetlana Trofimova
    Exploration and Refinement of Regression Tree Models with Interactive Maps and Spatial Data Transformations
    International Journal of Cartography, 2016, vol. 2(1), pp.59-76
    pre-print, published version: http://dx.doi.org/10.1080/23729333.2016.1184551
  51. Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch, Natalia Andrienko, Gennady Andrienko, Andreas Kerren
    MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering
    IEEE Transactions on Visualization and Computer Graphics, 2016, vol. 22(1), pp.11-20
    published version: http://dx.doi.org/10.1109/TVCG.2015.2468111 , video: https://vimeo.com/136303590
  52. Natalia Andrienko, Gennady Andrienko, and Salvatore Rinzivillo
    Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics
    Information Systems, 2016, vol. 57(1), pp.172-194
    pre-print, published version: http://dx.doi.org/10.1016/j.is.2015.08.007
    Appendix: http://geoanalytics.net/and/is2015/
  53. Natalia Andrienko, Gennady Andrienko, Georg Fuchs, and Piotr Jankowski
    Scalable and Privacy-respectful Interactive Discovery of Place Semantics from Human Mobility Traces
    Information Visualization, 2016, vol. 15(2), pp.117-153
    pre-print, published version: http://dx.doi.org/10.1177/1473871615581216
    Appendix: http://geoanalytics.net/and/papers/placeSemantics/
  54. Felix Brodkorb, Arjan Kuijper, Gennady Andrienko, Natalia Andrienko, and Tatiana von Landesberger
    Overview with Details for Exploring Geo-located Graphs on Maps
    Information Visualization, 2016, vol. 15(3), pp.214-237
    published version: http://dx.doi.org/10.1177/1473871615597077
  55. J.Buchmuller, H.Janetzko, G.Andrienko, N.Andrienko, G.Fuchs, and D.A.Keim
    Visual Analytics for Exploring Local Impact of Air Traffic
    Computer Graphics Forum (proceedings EuroVis 2015), 2015, vol. 34(3), pp.181-190
    pre-print, published version: http://dx.doi.org/10.1111/cgf.12630
  56. M.Luboschik, M.Rohlig, A.T.Bittig, N.Andrienko, H.Schumann, and C.Tominski
    Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement
    Computer Graphics Forum (proceedings EuroVis 2015, best paper award), 2015, vol. 34(3), pp.421-430<
    pre-print, published version: http://dx.doi.org/10.1111/cgf.12654
  57. Natalia Andrienko, Gennady Andrienko, and Salvatore Rinzivillo
    Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic
    ISPRS International Journal of Geo-Information, 2015, vol. 4(2), pp.591-606
    published version (open access): http://dx.doi.org/10.3390/ijgi4020591
  58. Katerina Vrotsou, Halldor Janetzko, Carlo Navarra, Georg Fuchs, David Spretke, Florian Mansmann, Natalia Andrienko, and Gennady Andrienko
    SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories
    IEEE Transactions on Visualization and Computer Graphics, 2015, vol. 21(1), pp.107-121
    pre-print: http://bib.dbvis.de/uploadedFiles/tabs.pdf, published version: http://dx.doi.org/10.1109/TVCG.2014.2337333
  59. Georg Fuchs, Hendrik Stange, Ahmad Samiei, Gennady Andrienko, Natalia Andrienko
    A semi-supervised method for topic extraction from micro postings
    it - Information Technology, 2015, vol. 57(1), pp.49-56
    pre-print, published version: http://dx.doi.org/10.1515/itit-2014-1078
  60. C.Hurter, R.Alligier, D.Gianazza, S.Puechmorel, G.Andrienko, N.Andrienko
    Wind parameters extraction from aircraft trajectories
    Computers, Environment and Urban Systems, vol. 47(1), pp.28-43, September 2014
    pre-print, published version: http://dx.doi.org/10.1016/j.compenvurbsys.2014.01.005
  61. Luca Leonardi, Salvatore Orlando, Alessandra Raffaet`a, Alessandro Roncato, Claudio Silvestri, Gennady Andrienko, Natalia Andrienko
    A General Framework for Trajectory DataWarehousing and Visual OLAP
    pre-print, Geoinformatica, 2014, v.18(2), pp.273-312
    published version: http://dx.doi.org/10.1007/s10707-013-0181-3
  62. Thomas Liebig, Gennady Andrienko, and Natalia Andrienko
    Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data
    Journal of Urban Technology, vol. 21(2), pp.27-37
    published version: http://dx.doi.org/10.1080/10630732.2014.888215
  63. Natalia Andrienko, Gennady Andrienko, Louise Barrett, Marcus Dostie, Peter Henzi
    Space Transformation for Understanding Group Movement
    IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE VAST 2013), vol. 19(12), pp.2169-2178, Dec. 2013
    pre-print, published version: http://dx.doi.org/10.1109/TVCG.2013.193
  64. Gennady Andrienko, Aris Gkoulalas-Divanis, Marco Gruteser, Christine Kopp, Thomas Liebig, Klaus Rechert
    The Liberation of Mobile Location Data and its Implications for Privacy Research
    pre-print, ACM SIGMOBILE Mobile Computing and Communication review, 2013, v.17(2), pp.7-18
    published version: http://dx.doi.org/10.1145/2505395.2505398
  65. Tatiana von Landesberger, Gennady Andrienko, Natalia Andrienko, Sebastian Bremm, Matthias Kirschner, Stefan Wesarg, Arjan Kuijper
    Opening up the "black box" of Medical Image Segmentation with Statistical Shape Models
    The Visual Computer, 2013, v.29(9), pp.893-905
    published version: http://dx.doi.org/10.1007/s00371-013-0852-y
  66. Gennady Andrienko, Natalia Andrienko, Harald Bosch, Thomas Ertl, Georg Fuchs, Piotr Jankowski, Dennis Thom
    Discovering Thematic Patterns in Geo-Referenced Tweets through Space-Time Visual Analytics
    Computing in Science and Engineering, 2013, v.15(3), pp.72-82
    pre-print, published version: http://doi.ieeecomputersociety.org/10.1109/MCSE.2013.70
  67. Gennady Andrienko, Natalia Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
    Scalable Analysis of Movement Data for Extracting and Exploring Significant Places
    IEEE Transactions on Visualization and Computer Graphics, 2013, v. 19(7), pp.1078-1094
    pre-print, published version: http://dx.doi.org/10.1109/TVCG.2012.311
  68. C.Parent, S.Spaccapietra, C.Renso, G.Andrienko, N.Andrienko, V.Bogorny, M.L.Damiani, A.Gkoulalas-divanis, J.Macedo, N.Pelekis, Y.Theodoridis, Z.Yan
    Semantic Trajectories Modeling and Analysis
    ACM Computing Surveys, 2013, v.45(4), article 42
    published version: http://dx.doi.org/10.1145/2501654.2501656
  69. Natalia Andrienko, Gennady Andrienko
    A Visual Analytics Framework for Spatio-temporal Analysis and Modelling
    Data Mining and Knowledge Discovery, vol. 27(1), pp.55-83, 2013
    pre-print, published version: http://dx.doi.org/10.1007/s10618-012-0285-7
  70. Natalia Andrienko, Gennady Andrienko
    Visual Analytics of Movement: an Overview of Methods, Tools, and Procedures
    Information Visualization, vol. 12(1), pp.3-24, 2013
    pre-print, published version: http://dx.doi.org/10.1177/1473871612457601
  71. Gennady Andrienko, Natalia Andrienko, Michael Burch, Daniel Weiskopf
    Visual Analytics Methodology for Eye Movement Studies
    IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE VAST 2012, best paper award), vol. 18(12), pp.2889-2898, Dec. 2012
    pre-print, supplementary material, published version: http://dx.doi.org/10.1109/TVCG.2012.276
  72. Christian Tominski, Heidrun Schumann, Gennady Andrienko, Natalia Andrienko
    Stacking-Based Visualization of Trajectory Attribute Data
    IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE Information Visualization 2012), vol. 18(12), pp.2565-2574, Dec. 2012
    pre-print, published version: http://dx.doi.org/10.1109/TVCG.2012.265
  73. Gennady Andrienko, Natalia Andrienko, Martin Mladenov, Michael Mock, Christian Poelitz
    Identifying Place Histories from Activity Traces with an Eye to Parameter Impact
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 2012, v.18 (5), pp.675-688
    pre-print, published version: http://dx.doi.org/10.1109/TVCG.2011.153
  74. Nikos Pelekis, Gennady Andrienko, Natalia Andrienko, Ioannis Kopanakis, Gerasimos Marketos, Yannis Theodoridis
    Visually Exploring Movement Data via Similarity-based Analysis
    Journal of Intelligent Information Systems, 2012, v.38 (2), pp.343-391
    pre-print, published version: http://dx.doi.org/10.1007/s10844-011-0159-2
  75. Natalia Andrienko, Gennady Andrienko, Hendrik Stange, Thomas Liebig, Dirk Hecker
    Visual Analytics for Understanding Spatial Situations from Episodic Movement Data
    Künstliche Intelligenz, 2012, v.26 (3), pp.241-251
    pre-print published version: http://dx.doi.org/10.1007/s13218-012-0177-4
  76. Kristien Ooms, Gennady Andrienko, Natalia Andrienko, Philippe De Maeyer, Veerle Fack
    Analysing the spatial dimension of eye movement data using a visual analytic approach
    Expert Systems with Applications, 2012, v.39 (1), pp.1324-1332
    published version: http://dx.doi.org/10.1016/j.eswa.2011.08.013
  77. Gennady Andrienko, Natalia Andrienko, Marco Heurich
    An Event-Based Conceptual Model for Context-Aware Movement Analysis
    International Journal Geographical Information Science, 2011, v.25 (9), pp.1347-1370
    pre-print, published version: http://www.tandfonline.com/doi/abs/10.1080/13658816.2011.556120
  78. Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Slava Kisilevich, Stefan Wrobel
    A Conceptual Framework and Taxonomy of Techniques for Analyzing Movement
    Journal of Visual Languages and Computing, 2011, v.22 (3), pp.213-232
    pre-print, published version: http://dx.doi.org/10.1016/j.jvlc.2011.02.003
  79. Natalia Andrienko, Gennady Andrienko
    Spatial Generalization and Aggregation of Massive Movement Data
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 2011, v.17 (2), pp.205-219
    pre-print, published version: http://doi.ieeecomputersociety.org/10.1109/TVCG.2010.44
  80. Gennady Andrienko, Natalia Andrienko, Daniel Keim, Alan MacEachren, Stefan Wrobel
    Challenging Problems of Geospatial Visual Analytics
    Journal of Visual Languages and Computing, 2011, v.22 (4), pp.251-256
    pre-print, published version: http://dx.doi.org/10.1016/j.jvlc.2011.04.001
  81. Roeland Scheepens, Niels Willems, Huub van de Wetering, Gennady Andrienko, Natalia Andrienko, Jarke J. van Wijk
    Composite Density Maps for Multivariate Trajectories
    IEEE Transactions on Visualization and Computer Graphics, 2011, v.17 (12), pp.2518-2527
    published version: http://doi.ieeecomputersociety.org/10.1109/TVCG.2011.181
  82. A. Raffaetŕ, L. Leonardi, G. Marketos, G. Andrienko, N. Andrienko, E. Frentzos, N. Giatrakos, S. Orlando, N. Pelekis, A. Roncato, C. Silvestri
    Visual Mobility Analysis using T-Warehouse
    International Journal of Data Warehousing and Mining, 2011, v.7 (1), pp.1-23
    pre-print, published version: http://www.igi-global.com/Bookstore/Article.aspx?TitleId=49638
  83. Gennady Andrienko, Natalia Andrienko, Urška Demšar, Doris Dransch, Jason Dykes, Sara Fabrikant, Mikael Jern, Menno-Jan Kraak, Heidrun Schumann, Christian Tominski
    Space, Time, and Visual Analytics
    International Journal Geographical Information Science, 2010, v.24 (10), pp. 1577-1600
    pre-print; published version: http://dx.doi.org/10.1080/13658816.2010.508043
  84. Gennady Andrienko, Natalia Andrienko, Peter Bak, Sebastian Bremm, Daniel Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck
    A Framework for Using Self-Organizing Maps to Analyze Spatio-Temporal Patterns, Exemplified by Analysis of Mobile Phone Usage
    Journal of Location Based Services, 2010, v.4 (3/4), pp. 200-221
    pre-print; published version: http://dx.doi.org/10.1080/17489725.2010.532816
  85. Gennady Andrienko, Natalia Andrienko, Sebastian Bremm, Tobias Schreck, Tatiana von Landesberger, Peter Bak, Daniel Keim
    Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns
    Computer Graphics Forum, 2010, v.29 (3), pp. 913-922
    pre-print; published version: http://dx.doi.org/10.1111/j.1467-8659.2009.01664.x
  86. Gennady Andrienko, Natalia Andrienko
    A General Framework for Using Aggregation in Visual Exploration of Movement Data
    The Cartographic Journal, 2010, v.47 (1), pp. 22-40
    pre-print; published version: http://dx.doi.org/10.1179/000870409X12525737905042
  87. Piotr Jankowski, Natalia Andrienko, Gennady Andrienko, Slava Kisilevich
    Discovering Landmark Preferences and Movement Patterns from Photo Postings
    Transaction in GIS, 2010, v.4 (6), pp.833-852
    pre-print published version: http://dx.doi.org/10.1111/j.1467-9671.2010.01235.x
  88. D.Weiskopf, G.Andrienko, N.Andrienko and P.Bak
    Visuelle Bewegungsanalyse in Video- und Geodaten
    Informatik-Spektrum, 2010, v.33 (6), pp.580-588
    published version: http://dx.doi.org/10.1007/s00287-010-0490-y
  89. Anna Monreale, Gennady Andrienko, Natalia Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel
    Movement Data Anonymity through Generalization
    Transactions on Data Privacy, 2010, v.3 (3), pp. 91-121
    published version: http://www.tdp.cat/issues/abs.a045a10.php
  90. Gennady Andrienko, Natalia Andrienko
    Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data
    ACM SIGKDD Explorations, 2009, v.11 (2), pp. 19-28
    published version: https://doi.org/10.1145/1809400.1809405; preprint: http://www.hiit.fi/vakd09/si.html
  91. Gennady Andrienko, Natalia Andrienko, Jason Dykes, Sara Irina Fabrikant, Monica Wachowicz
    Geovisualization of Dynamics, Movement and Change: Key Issues and Developing Approaches in Visualization Research
    Information Visualization, 2008, v.7 (3/4), pp. 173-180
    pre-print; published version: http://dx.doi.org/10.1057/ivs.2008.23
  92. Salvatore Rinzivillo, Dino Pedreschi, Mirco Nanni, Fosca Giannotti, Natalia Andrienko, Gennady Andrienko
    Visually–driven analysis of movement data by progressive clustering
    Information Visualization, 2008, v.7 (3/4), pp. 225-239
    pre-print; published version: http://dx.doi.org/10.1057/palgrave.ivs.9500183
  93. Sara I. Fabrikant, Stacy Rebich-Hespanha, Natalia Andrienko, Gennady Andrienko, and Daniel R. Montello
    Novel method to measure inference affordance in static small-multiple map displays representing dynamic processes
    The Cartographic Journal, 2008, v.45 (3), pp. 201-215
    published version: http://www.ingentaconnect.com/content/maney/caj/2008/00000045/00000003/art00006
  94. Gennady Andrienko, Natalia Andrienko, Ulrich Bartling
    Visual Analytics Approach to User-Controlled Evacuation Scheduling
    Information Visualization, 2008, v.7 (1), pp. 89-103
    pre-print; published version: http://dx.doi.org/10.1057/palgrave.ivs.9500174
  95. Gennady Andrienko, Natalia Andrienko, Stefan Wrobel
    Visual Analytics Tools for Analysis of Movement Data
    ACM SIGKDD Explorations, 2007, v.9 (2), pp.38-46
    pre-print; published version: http://www.sigkdd.org/explorations/issues/9-2-2007-12/5_Adrienko_Geo.pdf
  96. Remo Aslak Burkhard, Gennady Andrienko, Natalia Andrienko, Jason Dykes, Alexander Koutamanis, Wolfgang Kienreich, Robert Phaal, Alan Blackwell, Martin Eppler, Jeffrey Huang, Mark Meagher, Armin Grün, Silke Lang, Daniel Perrin, Wibke Weber, Andrew Vande Moere, Bruce Herr, Katy Börner, Jean-Daniel Fekete, Dominique Brodbeck,
    Visualization Summit 2007: ten research goals for 2010
    Information Visualization, 2007, v.6 (3), pp. 169-188
    Published version: http://dx.doi.org/10.1057/palgrave.ivs.9500158
  97. Natalia Andrienko and Gennady Andrienko
    Intelligent Visualisation and Information Presentation for Civil Crisis Management
    Transactions in GIS, 2007, v.11 (6), pp. 889-909
    pre-print; Published version: https://dx.doi.org/10.1111/j.1467-9671.2007.01078.x
  98. Gennady Andrienko, Natalia Andrienko, Piotr Jankowski, Menno-Jan Kraak, Daniel Keim, Alan MacEachren, Stefan Wrobel
    Geovisual Analytics for Spatial Decision Support. Setting the Research Agenda
    International Journal of Geographical Information Science, 2007, v.21 (8), pp. 839-857
    pre-print
  99. Natalia Andrienko and Gennady Andrienko
    Designing visual analytics methods for massive collections of movement data
    Cartographica, 2007, v.42 (2), pp. 117-138
    pre-print
  100. Maria Palenova, Vladimir Korotkov, Sergey Chumachenko, Dmitri Politov, Gennady Andrienko, Natalia Andrienko
    The use of simulation model FORRUS-S in the ecological management in forestry: strategic and tactics planning
    Scientia Forestalis, 2007, v.73, pp.73-90
  101. Gennady Andrienko, Natalia Andrienko, Richard Fischer, Volker Mues and Andreas Schuck
    Reactions to geovisualization: an experience from a European project
    International Journal of Geographical Information Science, 2006, v.20 (10), pp. 1149-1171
    pre-print
  102. Gennady Andrienko and Natalia Andrienko
    Blending Aggregation and Selection:
    Adapting Parallel Coordinates for the Visualisation of Large Datasets
    The Cartographic Journal, 2005, v.42 (1), pp. 49-60
    pre-print; Published version: https://doi.org/10.1179/000870405X57284
  103. O.Chertov, A.Komarov, A.Mikhailov, G.Andrienko, N.Andrienko, and P.Gatalsky
    Geovisualization of forest simulation modelling results:
    a case study of carbon sequestration and biodiversity
    Computers and Electronics in Agriculture, 2005, v.49 (1), pp. 175-191
    pre-print
  104. A. Schuck , G. Andrienko, N. Andrienko, S. Folving, M. Kohl, S. Miina, R. Paivinen, T. Richards, H. Voss
    The European Forest Information System - an Internet based interface
    between information providers and the user community
    Computers and Electronics in Agriculture, 2005, v.47 (3), pp. 185-206
  105. Natalia Andrienko and Gennady Andrienko
    Cumulative Curves for Exploration of Demographic Data:
    a Case Study of Northwest England
    Computational Statistics, 2004, v.19 (1), pp. 9-28
    pre-print
  106. Gitis, V., Andrienko, G., Andrienko, N.
    Exploration of seismological information in analytical Web-GIS
    Izvestiya, Phisika Zemli
    2004, v.? (3), pp. 43-53. ISSN 1069-3513 (in Russian)
    English translation: in Izvestya Physics of the Solid Earth
    2004, v.40 (3), pp. 216-225
  107. Andrienko, N., Andrienko, G.
    Informed Spatial Decisions through Coordinated Views
    Information Visualization
    2003, v.2 (4), pp. 270-285. ISSN 1473-8716.
    pre-print; published version: https://doi.org/10.1057/palgrave.ivs.9500058
  108. Natalia Andrienko, Gennady Andrienko, and Peter Gatalsky
    Exploratory Spatio-Temporal Visualization: an Analytical Review
    Journal of Visual Languages and Computing, special issue on Visual Data Mining
    December 2003, v.14 (6), pp. 503-541
    pre-print
  109. Gennady Andrienko, Natalia Andrienko, and Piotr Jankowski
    Building Spatial Decision Support Tools for Individuals and Groups
    Journal of Decision Systems
    2003, v.12 (2), pp. 193-208. ISSN 1246-0125
    pre-print
  110. Andrienko, G., Andrienko, N., and Gitis, V.
    Interactive Maps for Visual Exploration of Grid and Vector Geodata
    ISPRS Journal of Photogrammetry and Remote Sensing
    2003, v.57 (5-6), pp. 380-389
    pre-print
  111. N. Andrienko, G. Andrienko
    Visuele exploratie van gegevens met interactieve kaarten en cumulatieve grafieken
    Kartografisch Tijdschrift, uitgave van de nederlandse vereniging voor kartografie
    2003, jaargang XXIX (2), pp. 10-13. ISSN 0167-5788
  112. Andrienko, N., Andrienko, G., Voss, H., Bernardo, F., Hipolito, J., and Kretchmer, U.
    Testing the Usability of Interactive Maps in CommonGIS
    Cartography and Geographic Information Science
    2002, v.29 (4), pp. 325-342
    pre-print; published version: http://dx.doi.org/10.1559/152304002782008369
  113. Chertov, O., Komarov, A., Andrienko, G., Andrienko, N. and Gatalsky, P.
    Integrating forest simulation models and spatial-temporal interactive visualisation for decision making at landscape level
    Ecological Modelling
    2002, v.148 (1), pp.47-65
    pre-print
  114. Andrienko, N. and Andrienko, G.
    Intelligent Support for Geographic Data Analysis and Decision Making in the Web
    Journal of Geographic Information and Decision Analysis
    2001, v.5 (2), pp.115-128
    published version
  115. Gatalsky, P., Voss, H., Andrienko, G., Andrienko, N.
    Visualisierung und interaktive Analyse von raumbezogenen Zeitreihendaten
    Kartographische Nachrichten
    2001, Jg.51 (4), pp. 175-180. ISSN 0022-9164
  116. Andrienko, N., Andrienko, G., Savinov, A., Voss, H., and Wettschereck, D.
    Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining
    Cartography and Geographic Information Science
    2001, v.28 (3), pp. 151-165
    pre-print; published version: http://dx.doi.org/10.1559/152304001782153035
  117. Andrienko, N., Andrienko, G., and Gatalsky, P.
    Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics
    Computational Statistics
    Special Issue on "Data Mining and Statistics"
    2001, v.16 (3), pp.417-433
    pre-print
  118. Fairbain, D., Andrienko, G., Andrienko, N., Buziek, G., and Dykes, J.
    Representation and its relationship with cartographic visualization: a research agenda
    Cartography and Geographic Information Science
    Special Issue "Research Challenges in Geovisualization" Edited by A.M.MacEachren and M.-J.Kraak
    2001, v.28 (1), pp.13-28
    pre-print
  119. Andrienko, G. and Andrienko, N.
    Exploring Spatial Data with Dominant Attribute Map and Parallel Coordinates
    Computers, Environment and Urban Systems (Elsevier Science), special issue on GIS Reaearch UK'2000
    2001, v.25 (1), pp.5-15
    pre-print
  120. Jankowski, P., Andrienko, N., and Andrienko, G.
    Map-Centered Exploratory Approach to Multiple Criteria Spatial Decision Making
    International Journal Geographical Information Science
    2001, v.15 (2), pp.101-127
    published version
  121. Voss, H., Andrienko, N., Andrienko, G., and Gatalsky, P.
    Web-based Spatio-Temporal Presentation and Analysis of Thematic Maps
    The Journal of Cities and Regions, Journal of SCORUS, the Standing Committee on Regional and Urban Statistics and Research, November 2000, pp.51-61. ISSN 1568-167X
    pre-print
  122. Andrienko, G. and Andrienko, N.
    Interactive Maps for Visual Data Exploration
    International Journal Geographical Information Science
    Special Issue on Visualization for exploration of Spatial data,
    1999, v.13 (4), pp.355-374
    published version
  123. Andrienko, G., Andrienko, N., Voss, H., and Carter, J.
    Internet Mapping for Dissemination of Statistical Information
    Computers, Environment and Urban Systems (Elsevier Science),
    1999, v.23 (6), pp.425-441
    pre-print
  124. Andrienko, G. and Andrienko, N.
    Dynamic Categorization for Visual Study of Spatial Information
    Programming and Computer Software
    1998, v.24 (3), pp.108-115
  125. Andrienko, G. and Andrienko, N.
    Intelligent Cartographic Visualization for Supporting Data Exploration in the IRIS System
    Programming and Computer Software
    1997, v.23 (5), pp 268-282
  126. Andrienko, G. and Andrienko, N.
    Information retrieval and presentation in multimedia system: knowledge-based approach
    Programming and Computer Software
    1996, v.22 (1), pp.45-52
  127. Andrienko, G. and Andrienko, N.
    Building information and analytical knowledge-based multimedia systems
    Transactions of Russian Academy of Sciences, Theory and Systems of Control
    1995, N.5, pp.160-172 (in Russian)
  128. Andrienko, G. and Andrienko, N.
    The intellectual hypertext for knowledge transfer
    Computer Science Journal of Moldova
    1994, 2 (2), pp.151-160
  129. Andrienko, G., Andrienko, N., Ginkul, G., and Soloview, S.
    Automatized systems for knowledge acquisition
    Computer Science Journal of Moldova
    1993, 1 (3), pp.42-50
Last updated: October 11, 2022