Andrienko.

Journal Papers

Natalia Andrienko & Gennady Andrienko – Publication List

2026
142
Interactive Visual Exploration of Rule-Based Model Logic
Natalia Andrienko, Gennady Andrienko, and Bahavathy Kathirgamanathan
IEEE Transactions on Visualization and Computer Graphics, 2026 (accepted)
DOI: 10.1109/TVCG.2026.3689736 Pre-print Supplementary
141
Detecting Stable Cross-Impact Patterns in Bivariate Time Series
Gennady Andrienko, Natalia Andrienko, Maram Akila, Bahavathy Kathirgamanathan, and Miguel Ponce-de-Leon
IEEE Transactions on Visualization and Computer Graphics, 2026 (accepted)
DOI: 10.1109/TVCG.2026.3676810 Pre-print
2025
140
Techniques for interactive visual examination of vessel performance
Natalia Andrienko, Gennady Andrienko, Dimitris Zissis, Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos
Big Data Research, 2025, vol. 43, paper 100575
DOI: 10.1016/j.bdr.2025.100575 Open Access
139
Integrating human knowledge for explainable AI
Eleonora Cappuccio, Bahavathy Kathirgamanathan, Salvatore Rinzivillo, Gennady Andrienko, Natalia Andrienko
Machine Learning, 2025, vol. 114, paper 250
DOI: 10.1007/s10994-025-06879-x Open Access
138
Designing for Collaboration: Visualization to Enable Human-LLM Analytical Partnership
Mai Elshehaly, Radu Jianu, Aidan Slingsby, Gennady Andrienko, Natalia Andrienko
IEEE Computer Graphics & Applications, 2025, vol. 45(5), pp.107–116
DOI: 10.1109/MCG.2025.3583451
137
Visually-supported topic modeling for understanding behavioral patterns from spatio-temporal events
Laleh Moussavi, Gennady Andrienko, Natalia Andrienko, Aidan Slingsby
Computers & Graphics, 2025, vol. 129, paper 104245
DOI: 10.1016/j.cag.2025.104245 Open Access
136
Visualizing game dynamics at a specific time: Influence of the players' poses for tactical analyses in padel
Mohammadreza Javadiha, Carlos Andujar, Enrique Lacasa, Gota Shirato, Natalia Andrienko, Gennady Andrienko
Visual Informatics, 2025, vol. 9(3), paper 100256
DOI: 10.1016/j.visinf.2025.100256 Open Access
135
Geovisualization: past, present, and future
Natalia Andrienko, Gennady Andrienko
International Journal of Cartography, 2025, vol. 11(2), pp.224–234
DOI: 10.1080/23729333.2025.2475410
134
Contextualized visual analytics for multivariate events
Lei Peng, Ziyue Lin, Natalia Andrienko, Gennady Andrienko, Siming Chen
Visual Informatics, 2025, vol. 9(2), paper 100234
DOI: 10.1016/j.visinf.2025.100234 Open Access
133
Re-interpreting Rules Interpretability
Linara Adilova, Michael Kamp, Gennady Andrienko and Natalia Andrienko
International Journal of Data Science and Analytics, 2025, vol. 20(1), pp.25–45
DOI: 10.1007/s41060-023-00398-5 Open Access
2024
132
Topic modeling for spatial insights: uncovering space use from movement data
Gennady Andrienko, Natalia Andrienko, Dirk Hecker
Computers & Graphics, 2024, vol. 122, paper 103989
DOI: 10.1016/j.cag.2024.103989 Open Access
131
Human-in-the-Loop: Visual Analytics for Building Models Recognising Behavioural Patterns in Time Series
Natalia Andrienko, Gennady Andrienko, Alexander Artikis, Periklis Mantenoglou, Salvatore Rinzivillo
IEEE Computer Graphics & Applications, 2024, vol. 44(3), pp.14–29
DOI: 10.1109/MCG.2024.3379851
130
Mobility Data Science: Perspectives and Challenges
Mohamed F. Mokbel, Mahmoud Sakr, Li Xiong, Andreas Züfle, et al.
ACM Transactions on Spatial Algorithms and Systems, 2024, vol. 10(2), pp.1–35
DOI: 10.1145/3652158 arXiv Open Access
129
Deep Reinforcement Learning in service of Air Traffic Controllers to resolve tactical conflicts
George Papadopoulos, Alevizos Bastas, George A Vouros, Ian Crook, Natalia Andrienko, Gennady Andrienko and Jose Manuel Cordero
Expert Systems with Applications, 2024, vol. 236, pp.121234
DOI: 10.1016/j.eswa.2023.121234
2023
128
Exploring and visualizing temporal relations in multivariate time series
Gota Shirato, Natalia Andrienko, and Gennady Andrienko
Visual Informatics, 2023, vol. 7(4), pp.57–72
DOI: 10.1016/j.visinf.2023.09.001 Open Access
127
Episodes and Topics in Multivariate Temporal Data
Natalia Andrienko, Gennady Andrienko and Gota Shirato
Computer Graphics Forum, 2023, vol. 42(6), e14926
DOI: 10.1111/cgf.14926 Open Access
126
It's about Time: Analytical Time Periodization
Natalia Andrienko and Gennady Andrienko
Computer Graphics Forum, 2023, vol. 42(6), e14845
DOI: 10.1111/cgf.14845 Open Access
125
A conceptual framework for developing dashboards for big mobility data
Lindsey Conrow, Cheng Fu, Haosheng Huang, Natalia Andrienko, Gennady Andrienko, and Robert Weibel
Cartography and Geographic Information Science, 2023, vol. 50(5), pp.495–514
DOI: 10.1080/15230406.2023.2190164 Open Access
124
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications
Stef van den Elzen, Gennady Andrienko, Natalia Andrienko, Brian D. Fisher, Rafael M. Martins, Jakko Peltonen, Alexandru C. Telea, and Michel Verleysen
IEEE Computer Graphics & Applications, 2023, vol. 43(2), pp.78–88
DOI: 10.1109/MCG.2023.3237286
123
Identifying, exploring, and interpreting time series shapes in multivariate time intervals
Gota Shirato, Natalia Andrienko, and Gennady Andrienko
Visual Informatics, 2023, vol. 7(1), pp.77–91
DOI: 10.1016/j.visinf.2023.01.001 Open Access
122
A hybrid prediction and search approach for flexible and efficient exploration of big data
Jie Li, Yongjian Sun, Zhenhuan Lei, Siming Chen, Gennady Andrienko, Natalia Andrienko, and Wei Chen
Journal of Visualization, 2023, vol. 26(2), pp.457–475
DOI: 10.1007/s12650-022-00887-y Open Access
121
Explaining Deep Reinforcement Learning Decisions in Complex Multiagent Settings: Towards Enabling Automation in Air Traffic Flow Management
Theocharis Kravaris, Konstantinos Lentzos, Georgios Santipantakis, George Vouros, Gennady Andrienko, Natalia Andrienko, Ian Crook, Jose Manuel Cordero Garcia, and Enrique Iglesias Martinez
Applied Intelligence, 2023, vol. 53, pp.4063–4098
DOI: 10.1007/s10489-022-03605-1 Open Access
2022
120
Seeking patterns of visual pattern discovery for knowledge building
Natalia Andrienko, Gennady Andrienko, Siming Chen, and Brian Fisher
Computer Graphics Forum, 2022, vol. 41(6), pp.124–148
DOI: 10.1111/cgf.14515 Pre-print Open Access
119
Supporting Visual Exploration of Iterative Job Scheduling
Gennady Andrienko, Natalia Andrienko, Jose Manuel Cordero Garcia, Dirk Hecker, and George Vouros
IEEE Computer Graphics & Applications, 2022, vol. 42(3), pp.74–86
DOI: 10.1109/MCG.2022.3163437 Pre-print
118
Visual Analytics for Human-Centered Machine Learning
Natalia Andrienko, Gennady Andrienko, Linara Adilova, and Stefan Wrobel
IEEE Computer Graphics & Applications, 2022, vol. 42(1), pp.123–133
DOI: 10.1109/MCG.2021.3130314 Pre-print
117
A learning-based approach for efficient visualization construction
Yongjian Sun, Jie Li, Siming Chen, Gennady Andrienko, Natalia Andrienko, and Kang Zhang
Visual Informatics, 2022, vol. 6(1), pp.14–25
DOI: 10.1016/j.visinf.2022.01.001 Open Access
2021
116
Toward flexible visual analytics augmented through smooth display transitions
Christian Tominski, Gennady Andrienko, Natalia Andrienko, Susanne Bleisch, Sara Irina Fabrikant, Eva Mayr, Silvia Miksch, Margit Pohl, Andre Skupin
Visual Informatics, 2021, vol. 5(3), pp.28–38
DOI: 10.1016/j.visinf.2021.06.004 Open Access
115
A theoretical model for pattern discovery in visual analytics
Natalia Andrienko, Gennady Andrienko, Silvia Miksch, Heidrun Schumann, and Stefan Wrobel
Visual Informatics, 2021, vol. 5(1), pp.23–42
DOI: 10.1016/j.visinf.2020.12.002 Open Access
114
Constructing Spaces and Times for Tactical Analysis in Football
Gennady Andrienko, Natalia Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, and Stefan Wrobel
IEEE Transactions on Visualization and Computer Graphics, 2021, vol. 27(4), pp.2280–2297
DOI: 10.1109/TVCG.2019.2952129 Pre-print
113
Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams
Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li and Xiaoru Yuan
IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2020), 2021, vol. 27(2), pp.1612–1622
DOI: 10.1109/TVCG.2020.3030411 Pre-print
112
Automating and utilizing equal-distribution data classification
Gennady Andrienko, Natalia Andrienko, Ibad Kureshi, Kieran Lee, Ian Smith, and Toni Staykova
International Journal of Cartography, 2021, vol. 7(1), pp.100–115
DOI: 10.1080/23729333.2020.1863000 Pre-print
2020
111
(So) Big Data and the transformation of the city
Gennady Andrienko, Natalia Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, et al.
International Journal of Data Science and Analytics, 2020, vol. 11(4), pp.311–340
DOI: 10.1007/s41060-020-00207-3 Open Access
110
Human migration: the big data perspective
Alina Sîrbu, Gennady Andrienko, Natalia Andrienko, Chiara Boldrini, Marco Conti, et al.
International Journal of Data Science and Analytics, 2020, vol. 11(4), pp.341–360
DOI: 10.1007/s41060-020-00213-5 Open Access
109
Spatio-temporal visual analytics: a vision for 2020s
Natalia Andrienko, Gennady Andrienko
Journal of Spatial Information Science, 2020, number 20, pp.87–95
DOI: 10.5311/JOSIS.2020.20.661 Open Access
108
Guide Me in Analysis: A Framework for Guidance Designers
Davide Ceneda, Natalia Andrienko, Gennady Andrienko, Theresia Gschwandtner, Silvia Miksch, Nikolaus Piccolotto, Tobias Schreck, Marc Streit, Josef Suschnigg and Christian Tominski
Computer Graphics Forum, 2020, vol. 39(6), pp.269–288
DOI: 10.1111/cgf.14017 Open Access
107
Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches
Feng Liu, Gennady Andrienko, Natalia Andrienko, Siming Chen, Davy Janssens, Geert Wets, Yannis Theodoridis
Journal of Geovisualization and Spatial Analysis, 2020, vol. 4(2)
DOI: 10.1007/s41651-020-00057-4
106
Visual Analysis of Place Connectedness by Public Transport
Natalia Andrienko, Gennady Andrienko, Fabian Patterson, Hendrik Stange
IEEE Transactions on Intelligent Transportation Systems, 2020, vol. 21(8), pp.3196–3208
DOI: 10.1109/TITS.2019.2924796 Pre-print
105
LDA Ensembles for Interactive Exploration and Categorization of Behaviors
Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong H. Nguyen, Olivier Thonnard, and Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics, 2020, vol. 26(9), pp.2775–2792
DOI: 10.1109/TVCG.2019.2904069 Pre-print
104
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, and Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics, 2020, vol. 26(7), pp.2499–2516
DOI: 10.1109/TVCG.2018.2889054 Pre-print
103
Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time
Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko
IEEE Transactions on Visualization and Computer Graphics, 2020, vol. 26(4), pp.1789–1806
DOI: 10.1109/TVCG.2018.2882449 Pre-print
102
VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics
Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard and Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2019), 2020, vol. 26(1), pp.77–86
DOI: 10.1109/TVCG.2019.2934609 Pre-print
2019
101
The datAcron Ontology for the Specification of Semantic Trajectories
George A. Vouros, Georgios M. Santipantakis, Christos Doulkeridis, Akrivi Vlachou, Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia, Miguel Garcia Martinez
Journal of Data Semantics, 2019, vol. 8(4), pp.235–262
DOI: 10.1007/s13740-019-00108-0
100
A conceptual framework for studying collective reactions to events in location-based social media
Alexander Dunkel, Gennady Andrienko, Natalia Andrienko, Dirk Burghardt, Eva Hauthal and Ross Purves
International Journal of Geographical Information Science, 2019, vol. 33(4), pp.780–804
DOI: 10.1080/13658816.2018.1546390 Open Access
99
Understanding User Behaviour through Action Sequences: from the Usual to the Unusual
Phong H. Nguyen, Cagatay Turkay, Gennady Andrienko, Natalia Andrienko, Olivier Thonnard, and Jihane Zouaoui
IEEE Transactions on Visualization and Computer Graphics, 2019, vol. 25(9), pp.2838–2852
DOI: 10.1109/TVCG.2018.2859969 Pre-print
98
COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series
Jie Li, Siming Chen, Kang Zhang, Gennady Andrienko, and Natalia Andrienko
IEEE Transactions on Visualization and Computer Graphics, 2019, vol. 25(8), pp.2554–2567
DOI: 10.1109/TVCG.2018.2851227 Pre-print
97
Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study
Nikola Markovic, Przemyslaw Sekula, Zachary Vander Laan, Gennady Andrienko, Natalia Andrienko
IEEE Transactions on Intelligent Transportation Systems, 2019, vol. 20(5), pp.1858–1869
DOI: 10.1109/TITS.2018.2843298
96
Analysis of Flight Variability: a Systematic Approach
Natalia Andrienko, Gennady Andrienko, Jose Manuel Cordero Garcia, and David Scarlatti
IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2018), 2019, vol. 25(1), pp.54–64
DOI: 10.1109/TVCG.2018.2864811 Pre-print Supplementary
2018
95
Steering Data Quality with Visual Analytics: the Complexity Challenge
Shixia Liu, Gennady Andrienko, Yingcai Wu, Nan Cao, Liu Jiang, Conglei Shi, Yu-Shuen Wang, Seokhee Hong
Visual Informatics, 2018, vol. 2(4), pp.191–197
DOI: 10.1016/j.visinf.2018.12.001 Open Access
94
Guidance in the human-machine analytics process
Christopher Collins, Natalia Andrienko, Tobias Schreck, Jing Yang, Jaegul Choo, Ulrich Engelke, Amit Jena, Tim Dwyer
Visual Informatics, 2018, vol. 2(3), pp.166–180
DOI: 10.1016/j.visinf.2018.09.003 Open Access
93
Viewing Visual Analytics as Model Building
Natalia Andrienko, Tim Lammarsch, Gennady Andrienko, Georg Fuchs, Daniel Keim, Silvia Miksch, and Alexander Rind
Computer Graphics Forum, 2018, vol. 37(6), pp.275–299
DOI: 10.1111/cgf.13324 Pre-print
92
Clustering Trajectories by Relevant Parts for Air Traffic Analysis
Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia
IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2017), 2018, vol. 24(1), pp.34–44
DOI: 10.1109/TVCG.2017.2744322 Pre-print Video
91
Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis
Manuel Stein, Halldór Janetzko, Andreas Lamprecht, Thorsten Breitkreutz, Philipp Zimmermann, Bastian Goldlücke, Tobias Schreck, Gennady Andrienko, Michael Grossniklaus, Daniel Keim
IEEE Transactions on Visualization and Computer Graphics (proceedings IEEE VAST 2017), 2018, vol. 24(1), pp.13–22
DOI: 10.1109/TVCG.2017.2745181 Video
90
State Transition Graphs for Semantic Analysis of Movement Behaviours
Natalia Andrienko and Gennady Andrienko
Information Visualization, 2018, vol. 17(1), pp.41–65
DOI: 10.1177/1473871617692841 Pre-print
89
Data Abstraction for Visualizing Large Time Series
Georgiy Shurkhovetskyy, Natalia Andrienko, Gennady Andrienko, and Georg Fuchs
Computer Graphics Forum, 2018, vol. 37(1), pp.125–144
DOI: 10.1111/cgf.13237
2017
88
Visual Analysis of Pressure in Football
Gennady Andrienko, Natalia Andrienko, Guido Budziak, Jason Dykes, Georg Fuchs, Tatiana von Landesberger, Hendrik Weber
Data Mining and Knowledge Discovery, 2017, vol. 31(6), pp.1793–1839
DOI: 10.1007/s10618-017-0513-2 Pre-print Supplementary
87
Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
Gennady Andrienko, Natalia Andrienko, Wei Chen, Ross Maciejewski, and Ye Zhao
IEEE Transactions on Intelligent Transportation Systems, 2017, vol. 18(8), pp.2232–2249
DOI: 10.1109/TITS.2017.2683539 Pre-print
86
Visual Exploration of Movement and Event Data with Interactive Time Masks
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 Informatics, 2017, vol. 1(1), pp.25–39
DOI: 10.1016/j.visinf.2017.01.004 Open Access
85
An Interactive Approach for Exploration of Flows through Direction-Based Filtering
Katerina Vrotsou, Georg Fuchs, Natalia Andrienko, and Gennady Andrienko
Journal of Geovisualization and Spatial Analysis, 2017, vol. 1(1)
DOI: 10.1007/s41651-017-0001-7 Open Access
84
Dynamic Visual Abstraction of Soccer Movement
D. Sacha, F. Al-Masoudi, M. Stein, T. Schreck, D. Keim, G. Andrienko, and H. Janetzko
Computer Graphics Forum (proceedings EuroVis 2017, honourable mention award), 2017, vol. 36(3), pp.305–315
DOI: 10.1111/cgf.13189 Video
83
Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data
Gennady Andrienko, Natalia Andrienko, Georg Fuchs, and Jo Wood
IEEE Transactions on Visualization and Computer Graphics, 2017, vol. 23(9), pp.2120–2136
DOI: 10.1109/TVCG.2016.2616404 Pre-print
82
Persistent problems in geovisualization – a community perspective
Arzu Coltekin, Susanne Bleisch, Gennady Andrienko, and Jason Dykes
International Journal of Cartography, 2017, vol. 3, pp.115–139
DOI: 10.1080/23729333.2017.1302910
2016
81
Understanding Movement Data Quality
Gennady Andrienko, Natalia Andrienko, Georg Fuchs
Journal of Location Based Services, 2016, vol. 10(1), pp.31–46
DOI: 10.1080/17489725.2016.1169322 Pre-print
80
Exploration and Refinement of Regression Tree Models with Interactive Maps and Spatial Data Transformations
Gennady Andrienko, Natalia Andrienko, Alexander Ryumkin, Valery Ryumkin, Gennady Kravchenko, Evegeny Tyabaev, Dmitry Khloptsov, Svetlana Trofimova
International Journal of Cartography, 2016, vol. 2(1), pp.59–76
DOI: 10.1080/23729333.2016.1184551 Pre-print
79
MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering
Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch, Natalia Andrienko, Gennady Andrienko, Andreas Kerren
IEEE Transactions on Visualization and Computer Graphics, 2016, vol. 22(1), pp.11–20
DOI: 10.1109/TVCG.2015.2468111 Video
78
Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics
Natalia Andrienko, Gennady Andrienko, and Salvatore Rinzivillo
Information Systems, 2016, vol. 57(1), pp.172–194
DOI: 10.1016/j.is.2015.08.007 Pre-print Appendix
77
Scalable and Privacy-respectful Interactive Discovery of Place Semantics from Human Mobility Traces
Natalia Andrienko, Gennady Andrienko, Georg Fuchs, and Piotr Jankowski
Information Visualization, 2016, vol. 15(2), pp.117–153
DOI: 10.1177/1473871615581216 Pre-print
76
Overview with Details for Exploring Geo-located Graphs on Maps
Felix Brodkorb, Arjan Kuijper, Gennady Andrienko, Natalia Andrienko, and Tatiana von Landesberger
Information Visualization, 2016, vol. 15(3), pp.214–237
DOI: 10.1177/1473871615597077
2015
75
Visual Analytics for Exploring Local Impact of Air Traffic
J. Buchmuller, H. Janetzko, G. Andrienko, N. Andrienko, G. Fuchs, and D.A. Keim
Computer Graphics Forum (proceedings EuroVis 2015), 2015, vol. 34(3), pp.181–190
DOI: 10.1111/cgf.12630 Pre-print
74
Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement
M. Luboschik, M. Rohlig, A.T. Bittig, N. Andrienko, H. Schumann, and C. Tominski
Computer Graphics Forum (proceedings EuroVis 2015, best paper award), 2015, vol. 34(3), pp.421–430
DOI: 10.1111/cgf.12654
73
Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic
Natalia Andrienko, Gennady Andrienko, and Salvatore Rinzivillo
ISPRS International Journal of Geo-Information, 2015, vol. 4(2), pp.591–606
DOI: 10.3390/ijgi4020591 Open Access
72
SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories
Katerina Vrotsou, Halldor Janetzko, Carlo Navarra, Georg Fuchs, David Spretke, Florian Mansmann, Natalia Andrienko, and Gennady Andrienko
IEEE Transactions on Visualization and Computer Graphics, 2015, vol. 21(1), pp.107–121
DOI: 10.1109/TVCG.2014.2337333
71
A semi-supervised method for topic extraction from micro postings
Georg Fuchs, Hendrik Stange, Ahmad Samiei, Gennady Andrienko, Natalia Andrienko
it – Information Technology, 2015, vol. 57(1), pp.49–56
DOI: 10.1515/itit-2014-1078 Pre-print
2014
70
Wind parameters extraction from aircraft trajectories
C. Hurter, R. Alligier, D. Gianazza, S. Puechmorel, G. Andrienko, N. Andrienko
Computers, Environment and Urban Systems, 2014, vol. 47(1), pp.28–43
DOI: 10.1016/j.compenvurbsys.2014.01.005
69
A General Framework for Trajectory Data Warehousing and Visual OLAP
Luca Leonardi, Salvatore Orlando, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri, Gennady Andrienko, Natalia Andrienko
Geoinformatica, 2014, vol. 18(2), pp.273–312
DOI: 10.1007/s10707-013-0181-3 Pre-print
68
Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data
Thomas Liebig, Gennady Andrienko, and Natalia Andrienko
Journal of Urban Technology, 2014, vol. 21(2), pp.27–37
DOI: 10.1080/10630732.2014.888215
2013
67
Space Transformation for Understanding Group Movement
Natalia Andrienko, Gennady Andrienko, Louise Barrett, Marcus Dostie, Peter Henzi
IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE VAST 2013), 2013, vol. 19(12), pp.2169–2178
DOI: 10.1109/TVCG.2013.193 Pre-print
66
The Liberation of Mobile Location Data and its Implications for Privacy Research
Gennady Andrienko, Aris Gkoulalas-Divanis, Marco Gruteser, Christine Kopp, Thomas Liebig, Klaus Rechert
ACM SIGMOBILE Mobile Computing and Communication Review, 2013, vol. 17(2), pp.7–18
DOI: 10.1145/2505395.2505398 Pre-print
65
Opening up the "black box" of Medical Image Segmentation with Statistical Shape Models
Tatiana von Landesberger, Gennady Andrienko, Natalia Andrienko, Sebastian Bremm, Matthias Kirschner, Stefan Wesarg, Arjan Kuijper
The Visual Computer, 2013, vol. 29(9), pp.893–905
DOI: 10.1007/s00371-013-0852-y
64
Discovering Thematic Patterns in Geo-Referenced Tweets through Space-Time Visual Analytics
Gennady Andrienko, Natalia Andrienko, Harald Bosch, Thomas Ertl, Georg Fuchs, Piotr Jankowski, Dennis Thom
Computing in Science and Engineering, 2013, vol. 15(3), pp.72–82
DOI: 10.1109/MCSE.2013.70 Pre-print
63
Scalable Analysis of Movement Data for Extracting and Exploring Significant Places
Gennady Andrienko, Natalia Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
IEEE Transactions on Visualization and Computer Graphics, 2013, vol. 19(7), pp.1078–1094
DOI: 10.1109/TVCG.2012.311 Pre-print
62
Semantic Trajectories Modeling and Analysis
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
ACM Computing Surveys, 2013, vol. 45(4), article 42
DOI: 10.1145/2501654.2501656
61
A Visual Analytics Framework for Spatio-temporal Analysis and Modelling
Natalia Andrienko, Gennady Andrienko
Data Mining and Knowledge Discovery, 2013, vol. 27(1), pp.55–83
DOI: 10.1007/s10618-012-0285-7 Pre-print
60
Visual Analytics of Movement: an Overview of Methods, Tools, and Procedures
Natalia Andrienko, Gennady Andrienko
Information Visualization, 2013, vol. 12(1), pp.3–24
DOI: 10.1177/1473871612457601 Pre-print
2012
59
Visual Analytics Methodology for Eye Movement Studies
Gennady Andrienko, Natalia Andrienko, Michael Burch, Daniel Weiskopf
IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE VAST 2012, best paper award), 2012, vol. 18(12), pp.2889–2898
DOI: 10.1109/TVCG.2012.276 Pre-print Supplementary
58
Stacking-Based Visualization of Trajectory Attribute Data
Christian Tominski, Heidrun Schumann, Gennady Andrienko, Natalia Andrienko
IEEE Transactions on Visualization and Computer Graphics (Proceedings IEEE InfoVis 2012), 2012, vol. 18(12), pp.2565–2574
DOI: 10.1109/TVCG.2012.265
57
Identifying Place Histories from Activity Traces with an Eye to Parameter Impact
Gennady Andrienko, Natalia Andrienko, Martin Mladenov, Michael Mock, Christian Poelitz
IEEE Transactions on Visualization and Computer Graphics, 2012, vol. 18(5), pp.675–688
DOI: 10.1109/TVCG.2011.153 Pre-print
56
Visually Exploring Movement Data via Similarity-based Analysis
Nikos Pelekis, Gennady Andrienko, Natalia Andrienko, Ioannis Kopanakis, Gerasimos Marketos, Yannis Theodoridis
Journal of Intelligent Information Systems, 2012, vol. 38(2), pp.343–391
DOI: 10.1007/s10844-011-0159-2 Pre-print
55
Visual Analytics for Understanding Spatial Situations from Episodic Movement Data
Natalia Andrienko, Gennady Andrienko, Hendrik Stange, Thomas Liebig, Dirk Hecker
Künstliche Intelligenz, 2012, vol. 26(3), pp.241–251
DOI: 10.1007/s13218-012-0177-4 Pre-print
54
Analysing the spatial dimension of eye movement data using a visual analytic approach
Kristien Ooms, Gennady Andrienko, Natalia Andrienko, Philippe De Maeyer, Veerle Fack
Expert Systems with Applications, 2012, vol. 39(1), pp.1324–1332
DOI: 10.1016/j.eswa.2011.08.013
2011
53
An Event-Based Conceptual Model for Context-Aware Movement Analysis
Gennady Andrienko, Natalia Andrienko, Marco Heurich
International Journal of Geographical Information Science, 2011, vol. 25(9), pp.1347–1370
DOI: 10.1080/13658816.2011.556120 Pre-print
52
A Conceptual Framework and Taxonomy of Techniques for Analyzing Movement
Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Slava Kisilevich, Stefan Wrobel
Journal of Visual Languages and Computing, 2011, vol. 22(3), pp.213–232
DOI: 10.1016/j.jvlc.2011.02.003 Pre-print
51
Spatial Generalization and Aggregation of Massive Movement Data
Natalia Andrienko, Gennady Andrienko
IEEE Transactions on Visualization and Computer Graphics, 2011, vol. 17(2), pp.205–219
DOI: 10.1109/TVCG.2010.44 Pre-print
50
Challenging Problems of Geospatial Visual Analytics
Gennady Andrienko, Natalia Andrienko, Daniel Keim, Alan MacEachren, Stefan Wrobel
Journal of Visual Languages and Computing, 2011, vol. 22(4), pp.251–256
DOI: 10.1016/j.jvlc.2011.04.001 Pre-print
49
Composite Density Maps for Multivariate Trajectories
Roeland Scheepens, Niels Willems, Huub van de Wetering, Gennady Andrienko, Natalia Andrienko, Jarke J. van Wijk
IEEE Transactions on Visualization and Computer Graphics, 2011, vol. 17(12), pp.2518–2527
DOI: 10.1109/TVCG.2011.181
48
Visual Mobility Analysis using T-Warehouse
A. Raffaetà, L. Leonardi, G. Marketos, G. Andrienko, N. Andrienko, E. Frentzos, N. Giatrakos, S. Orlando, N. Pelekis, A. Roncato, C. Silvestri
International Journal of Data Warehousing and Mining, 2011, vol. 7(1), pp.1–23
DOI: 10.4018/jdwm.2011010101
2010
47
Space, Time, and Visual Analytics
Gennady Andrienko, Natalia Andrienko, Urška Demšar, Doris Dransch, Jason Dykes, Sara Fabrikant, Mikael Jern, Menno-Jan Kraak, Heidrun Schumann, Christian Tominski
International Journal of Geographical Information Science, 2010, vol. 24(10), pp.1577–1600
DOI: 10.1080/13658816.2010.508043 Pre-print
46
A Framework for Using Self-Organizing Maps to Analyze Spatio-Temporal Patterns, Exemplified by Analysis of Mobile Phone Usage
Gennady Andrienko, Natalia Andrienko, Peter Bak, Sebastian Bremm, Daniel Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck
Journal of Location Based Services, 2010, vol. 4(3/4), pp.200–221
DOI: 10.1080/17489725.2010.532816 Pre-print
45
Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns
Gennady Andrienko, Natalia Andrienko, Sebastian Bremm, Tobias Schreck, Tatiana von Landesberger, Peter Bak, Daniel Keim
Computer Graphics Forum, 2010, vol. 29(3), pp.913–922
DOI: 10.1111/j.1467-8659.2009.01664.x Pre-print
44
A General Framework for Using Aggregation in Visual Exploration of Movement Data
Gennady Andrienko, Natalia Andrienko
The Cartographic Journal, 2010, vol. 47(1), pp.22–40
DOI: 10.1179/000870409X12525737905042 Pre-print
43
Discovering Landmark Preferences and Movement Patterns from Photo Postings
Piotr Jankowski, Natalia Andrienko, Gennady Andrienko, Slava Kisilevich
Transactions in GIS, 2010, vol. 14(6), pp.833–852
DOI: 10.1111/j.1467-9671.2010.01235.x
42
Visuelle Bewegungsanalyse in Video- und Geodaten
D. Weiskopf, G. Andrienko, N. Andrienko and P. Bak
Informatik-Spektrum, 2010, vol. 33(6), pp.580–588
DOI: 10.1007/s00287-010-0490-y
41
Movement Data Anonymity through Generalization
Anna Monreale, Gennady Andrienko, Natalia Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel
Transactions on Data Privacy, 2010, vol. 3(3), pp.91–121
Link: tdp.cat/issues/abs.a045a10
2009
40
Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data
Gennady Andrienko, Natalia Andrienko
ACM SIGKDD Explorations, 2009, vol. 11(2), pp.19–28
DOI: 10.1145/1809400.1809405
2008
39
Geovisualization of Dynamics, Movement and Change: Key Issues and Developing Approaches in Visualization Research
Gennady Andrienko, Natalia Andrienko, Jason Dykes, Sara Irina Fabrikant, Monica Wachowicz
Information Visualization, 2008, vol. 7(3/4), pp.173–180
DOI: 10.1057/ivs.2008.23 Pre-print
38
Visually-driven analysis of movement data by progressive clustering
Salvatore Rinzivillo, Dino Pedreschi, Mirco Nanni, Fosca Giannotti, Natalia Andrienko, Gennady Andrienko
Information Visualization, 2008, vol. 7(3/4), pp.225–239
DOI: 10.1057/palgrave.ivs.9500183 Pre-print
37
Novel method to measure inference affordance in static small-multiple map displays representing dynamic processes
Sara I. Fabrikant, Stacy Rebich-Hespanha, Natalia Andrienko, Gennady Andrienko, and Daniel R. Montello
The Cartographic Journal, 2008, vol. 45(3), pp.201–215
DOI: 10.1179/000870408X311396
36
Visual Analytics Approach to User-Controlled Evacuation Scheduling
Gennady Andrienko, Natalia Andrienko, Ulrich Bartling
Information Visualization, 2008, vol. 7(1), pp.89–103
DOI: 10.1057/palgrave.ivs.9500174 Pre-print
2007
35
Visual Analytics Tools for Analysis of Movement Data
Gennady Andrienko, Natalia Andrienko, Stefan Wrobel
ACM SIGKDD Explorations, 2007, vol. 9(2), pp.38–46
DOI: 10.1145/1345448.1345455 Pre-print
34
Visualization Summit 2007: ten research goals for 2010
Remo Aslak Burkhard, Gennady Andrienko, Natalia Andrienko, Jason Dykes, et al.
Information Visualization, 2007, vol. 6(3), pp.169–188
DOI: 10.1057/palgrave.ivs.9500158
33
Intelligent Visualisation and Information Presentation for Civil Crisis Management
Natalia Andrienko and Gennady Andrienko
Transactions in GIS, 2007, vol. 11(6), pp.889–909
DOI: 10.1111/j.1467-9671.2007.01078.x Pre-print
32
Geovisual Analytics for Spatial Decision Support. Setting the Research Agenda
Gennady Andrienko, Natalia Andrienko, Piotr Jankowski, Menno-Jan Kraak, Daniel Keim, Alan MacEachren, Stefan Wrobel
International Journal of Geographical Information Science, 2007, vol. 21(8), pp.839–857
DOI: 10.1080/13658810701349011 Pre-print
31
Designing visual analytics methods for massive collections of movement data
Natalia Andrienko and Gennady Andrienko
Cartographica, 2007, vol. 42(2), pp.117–138
DOI: 10.3138/carto.42.2.117 Pre-print
30
The use of simulation model FORRUS-S in the ecological management in forestry: strategic and tactics planning
Maria Palenova, Vladimir Korotkov, Sergey Chumachenko, Dmitri Politov, Gennady Andrienko, Natalia Andrienko
Scientia Forestalis, 2007, vol. 73, pp.73–90
DOI not available
2006
29
Reactions to geovisualization: an experience from a European project
Gennady Andrienko, Natalia Andrienko, Richard Fischer, Volker Mues and Andreas Schuck
International Journal of Geographical Information Science, 2006, vol. 20(10), pp.1149–1171
DOI: 10.1080/13658810600816524 Pre-print
2005
28
Blending Aggregation and Selection: Adapting Parallel Coordinates for the Visualisation of Large Datasets
Gennady Andrienko and Natalia Andrienko
The Cartographic Journal, 2005, vol. 42(1), pp.49–60
DOI: 10.1179/000870405X57284 Pre-print
27
Geovisualization of forest simulation modelling results: a case study of carbon sequestration and biodiversity
O. Chertov, A. Komarov, A. Mikhailov, G. Andrienko, N. Andrienko, and P. Gatalsky
Computers and Electronics in Agriculture, 2005, vol. 49(1), pp.175–191
DOI: 10.1016/j.compag.2005.02.010 Pre-print
26
The European Forest Information System – an Internet based interface between information providers and the user community
A. Schuck, G. Andrienko, N. Andrienko, S. Folving, M. Kohl, S. Miina, R. Paivinen, T. Richards, H. Voss
Computers and Electronics in Agriculture, 2005, vol. 47(3), pp.185–206
DOI: 10.1016/j.compag.2004.12.004
2004
25
Cumulative Curves for Exploration of Demographic Data: a Case Study of Northwest England
Natalia Andrienko and Gennady Andrienko
Computational Statistics, 2004, vol. 19(1), pp.9–28
DOI: 10.1007/BF02915274 Pre-print
24
Exploration of seismological information in analytical Web-GIS
Gitis, V., Andrienko, G., Andrienko, N.
Izvestiya, Physics of the Solid Earth, 2004, vol. 40(3), pp.216–225
DOI not reliably determined
2003
23
Informed Spatial Decisions through Coordinated Views
Andrienko, N., Andrienko, G.
Information Visualization, 2003, vol. 2(4), pp.270–285
DOI: 10.1057/palgrave.ivs.9500058 Pre-print
22
Exploratory Spatio-Temporal Visualization: an Analytical Review
Natalia Andrienko, Gennady Andrienko, and Peter Gatalsky
Journal of Visual Languages and Computing, 2003, vol. 14(6), pp.503–541
DOI: 10.1016/S1045-926X(03)00046-6 Pre-print
21
Building Spatial Decision Support Tools for Individuals and Groups
Gennady Andrienko, Natalia Andrienko, and Piotr Jankowski
Journal of Decision Systems, 2003, vol. 12(2), pp.193–208
DOI: 10.3166/jds.12.193-208 Pre-print
20
Interactive Maps for Visual Exploration of Grid and Vector Geodata
Andrienko, G., Andrienko, N., and Gitis, V.
ISPRS Journal of Photogrammetry and Remote Sensing, 2003, vol. 57(5–6), pp.380–389
DOI: 10.1016/S0924-2716(02)00166-1 Pre-print
19
Visuele exploratie van gegevens met interactieve kaarten en cumulatieve grafieken
N. Andrienko, G. Andrienko
Kartografisch Tijdschrift, 2003, vol. XXIX(2), pp.10–13
DOI not available
2002
18
Testing the Usability of Interactive Maps in CommonGIS
Andrienko, N., Andrienko, G., Voss, H., Bernardo, F., Hipolito, J., and Kretchmer, U.
Cartography and Geographic Information Science, 2002, vol. 29(4), pp.325–342
DOI: 10.1559/152304002782008369 Pre-print
17
Integrating forest simulation models and spatial-temporal interactive visualisation for decision making at landscape level
Chertov, O., Komarov, A., Andrienko, G., Andrienko, N. and Gatalsky, P.
Ecological Modelling, 2002, vol. 148(1), pp.47–65
DOI: 10.1016/S0304-3800(01)00437-9 Pre-print
2001
16
Intelligent Support for Geographic Data Analysis and Decision Making in the Web
Andrienko, N. and Andrienko, G.
Journal of Geographic Information and Decision Analysis, 2001, vol. 5(2), pp.115–128
Published version DOI not available
15
Visualisierung und interaktive Analyse von raumbezogenen Zeitreihendaten
Gatalsky, P., Voss, H., Andrienko, G., Andrienko, N.
Kartographische Nachrichten, 2001, vol. 51(4), pp.175–180
DOI not available
14
Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining
Andrienko, N., Andrienko, G., Savinov, A., Voss, H., and Wettschereck, D.
Cartography and Geographic Information Science, 2001, vol. 28(3), pp.151–165
DOI: 10.1559/152304001782153035 Pre-print
13
Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics
Andrienko, N., Andrienko, G., and Gatalsky, P.
Computational Statistics, 2001, vol. 16(3), pp.417–433
DOI: 10.1007/s001800100076 Pre-print
12
Representation and its relationship with cartographic visualization: a research agenda
Fairbain, D., Andrienko, G., Andrienko, N., Buziek, G., and Dykes, J.
Cartography and Geographic Information Science, 2001, vol. 28(1), pp.13–28
DOI: 10.1559/152304001782174005 Pre-print
11
Exploring Spatial Data with Dominant Attribute Map and Parallel Coordinates
Andrienko, G. and Andrienko, N.
Computers, Environment and Urban Systems, 2001, vol. 25(1), pp.5–15
DOI: 10.1016/S0198-9715(00)00037-5 Pre-print
10
Map-Centered Exploratory Approach to Multiple Criteria Spatial Decision Making
Jankowski, P., Andrienko, N., and Andrienko, G.
International Journal of Geographical Information Science, 2001, vol. 15(2), pp.101–127
DOI: 10.1080/13658810010005525 Published version
2000
9
Web-based Spatio-Temporal Presentation and Analysis of Thematic Maps
Voss, H., Andrienko, N., Andrienko, G., and Gatalsky, P.
The Journal of Cities and Regions (SCORUS), November 2000, pp.51–61
Pre-print DOI not available
1999
8
Interactive Maps for Visual Data Exploration
Andrienko, G. and Andrienko, N.
International Journal of Geographical Information Science, 1999, vol. 13(4), pp.355–374
DOI: 10.1080/136588199241247 Published version
7
Internet Mapping for Dissemination of Statistical Information
Andrienko, G., Andrienko, N., Voss, H., and Carter, J.
Computers, Environment and Urban Systems, 1999, vol. 23(6), pp.425–441
DOI: 10.1016/S0198-9715(99)00044-7 Pre-print
1998
6
Dynamic Categorization for Visual Study of Spatial Information
Andrienko, G. and Andrienko, N.
Programming and Computer Software, 1998, vol. 24(3), pp.108–115
DOI not reliably determined
1997
5
Intelligent Cartographic Visualization for Supporting Data Exploration in the IRIS System
Andrienko, G. and Andrienko, N.
Programming and Computer Software, 1997, vol. 23(5), pp.268–282
DOI not reliably determined
1996
4
Information retrieval and presentation in multimedia system: knowledge-based approach
Andrienko, G. and Andrienko, N.
Programming and Computer Software, 1996, vol. 22(1), pp.45–52
DOI not reliably determined
1995
3
Building information and analytical knowledge-based multimedia systems
Andrienko, G. and Andrienko, N.
Transactions of Russian Academy of Sciences, Theory and Systems of Control, 1995, N.5, pp.160–172 (in Russian)
DOI not available
1994
2
The intellectual hypertext for knowledge transfer
Andrienko, G. and Andrienko, N.
Computer Science Journal of Moldova, 1994, vol. 2(2), pp.151–160
DOI not available
1993
1
Automatized systems for knowledge acquisition
Andrienko, G., Andrienko, N., Ginkul, G., and Soloview, S.
Computer Science Journal of Moldova, 1993, vol. 1(3), pp.42–50
DOI not available