-
Linara Adilova, Michael Kamp, Gennady Andrienko and Natalia Andrienko
Re-interpreting Rules Interpretability
International Journal of Data Science and Analytics
,
2023, vol. ?(?), pp.??? (accepted)
-
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)
-
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
-
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
-
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)
-
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)
-
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)
-
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)
-
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
-
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
-
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)
-
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)
-
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)
-
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
-
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
-
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
-
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)
-
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)
-
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)
-
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)
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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)
-
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
-
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
-
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
-
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
-
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)
-
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)
-
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
-
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
-
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
-
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
-
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
-
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/
-
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
-
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)
-
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)
-
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
-
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
-
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
-
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
-
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
-
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
-
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/
-
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/
-
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
-
J.Buchmuller, H.Janetzko, G.Andrienko, N.Andrienko, G.Fuchs, and D.A.Keim
Visual Analytics for Exploring Local Impact of Air Traffic
Compurter Graphics Forum (proceedings EuroVis 2015),
2015, vol. 34(3), pp.181-190
pre-print,
published version:
http://dx.doi.org/10.1111/cgf.12630
-
M.Luboschik, M.Rohlig, A.T.Bittig, N.Andrienko, H.Schumann, and C.Tominski
Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement
Compurter 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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Andrienko, G. and Andrienko, N.
Dynamic Categorization
for Visual Study of Spatial Information
Programming and
Computer Software
1998, v.24 (3), pp.108-115
-
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
-
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
-
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)
-
Andrienko, G. and Andrienko, N.
The intellectual
hypertext for knowledge transfer
Computer Science Journal of Moldova
1994, 2 (2), pp.151-160
-
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 |