Selected Refereed Conference Papers

Natalia Andrienko & Gennady Andrienko

2026
153
Semantic Trace Topics: Text-Based Encodings for Interpretable Multi-Faceted Process Exploration
Gennady Andrienko, Natalia Andrienko, Manuel Resinas, Stef van den Elzen, Barbara Weber
VIPRA 2026: EuroVis Workshop on Visualization in Process Analytics, EUROVIS 2026, The Eurographics Association
152
Going Beyond Model-Centric XAI towards Human-Centric Explanations
Bahavathy Kathirgamanathan, Gennady Andrienko, Natalia Andrienko
EuroVA 2026: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association
151
Seeing and Understanding Process Ecosystems: A Case Study on Conference Submission Handling
Natalia Andrienko, Gennady Andrienko, Iris Beerepoot, Lena Cibulski, Claudio Di Ciccio, Giovanni Meroni, Cagatay Turkay, Tatiana von Landesberger
EuroVA 2026: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association
150
Discovering City-Scale Mobility Reconfigurations via Topic Modelling of Extreme Flows
Laleh Moussavi, Gennady Andrienko, Natalia Andrienko, Aidan Slingsby
CGVC 2026: EG UK Computer Graphics & Visual Computing (2026)
149
Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-in-The-Loop Monitoring: A Case Study at the Ports of Brittany
Cristiano Landi, Natalia Andrienko, Gennady Andrienko
In: Koprinska, I., Mendes-Moreira, J., Branco, P. (Eds.) Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2025. Communications in Computer and Information Science, vol 2842. Springer, Cham, pp.621–631.
148
Developing Human-Centric Machine Learning Models for Temporal Data
Bahavathy Kathirgamanathan, Eleonora Cappuccio, Salvatore Rinzivillo, Gennady Andrienko, Natalia Andrienko
In: Cerrato, M., Kalinauskaitė, D., Lukoševičius, M., Pechenizkiy, M., Šutienė, K. (Eds.) Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2024. Communications in Computer and Information Science, vol 2559. Springer, Cham, pp.174–188.
147
Generating Explanatory Rules for Temporal Data Using Prior Knowledge
Cappuccio, E., Kathirgamanathan, B., Rinzivillo, S., Andrienko, G., Andrienko, N.
In: Cerrato, M., Kalinauskaite, D., Lukoševičius, M., Pechenizkiy, M., Šutienė, K. (Eds.) Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2024. Communications in Computer and Information Science, vol 2558. Springer, Cham. pp.428-443.
2025
146
Mind-Mapping Data Analysis with LLMs: From Vision to First Steps
Radu Jianu, Maeve Hutchinson, Natalia Andrienko, Gennady Andrienko, Mai Elshehaly, and Aidan Slingsby
CGVC 2025: EG UK Computer Graphics & Visual Computing (2025)
145
Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-In-The-Loop Monitoring
Cristiano Landi, Natalia Andrienko, and Gennady Andrienko
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL '25), pp.880–883. ACM, 2025
2024
144
Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns
Andrienko, N., Andrienko, G., Artikis, A., Mantenoglou, P., Rinzivillo, S.
In: Meo, R., Silvestri, F. (Eds.) Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2023. Communications in Computer and Information Science, vol 2134. Springer, Cham. pp.231-238
143
Exploring Relationships between Events in Context
Natalia Andrienko and Gennady Andrienko
EuroVA 2024: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The EuroGraphics Association. Odense, Denmark, May 27–31, 2024
142
Creating Quasi-Maps for Uncovering Space-Time Patterns
Natalia Andrienko and Gennady Andrienko
Abstracts of the International Cartographic Association, Vol.8, #3, 2024. ICA Workshop on AI, Geovisualization, and Analytical Reasoning – CartoVis24, 7 September 2024, University of Warsaw, Poland
141
Mapping Time Lags in Epidemics
Gennady Andrienko, Natalia Andrienko and Miguel Ponce-de-Leon
Abstracts of the International Cartographic Association, Vol.8, #2, 2024. ICA Workshop on AI, Geovisualization, and Analytical Reasoning – CartoVis24, 7 September 2024, University of Warsaw, Poland
140
Interplay of Visual Analytics and Topic Modeling in Gameplay Analysis
Laleh Moussavi, Gennady Andrienko, Natalia Andrienko and Aidan Slingsby
CGVC 2024: EG UK Computer Graphics & Visual Computing (2024)
2023
139
Extracting Movement-based Topics for Analysis of Space Use
Gennady Andrienko, Natalia Andrienko, Dirk Hecker
EuroVA 2023: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The EuroGraphics Association. Leipzig, Germany, June 12–16, 2023
2022
138
Impact of Temporally Downsampling Movement Data on Interpretation
Laleh Moussavi, Aidan Slingsby, Gennady Andrienko
Abstracts of the International Cartographic Association, 5, 62, 2022. Proceedings of EuroCarto 2022, Vienna, September 2022
2021
137
What are the topics in football? Extracting time-series topics from game episodes
Gota Shirato, Natalia Andrienko, Gennady Andrienko
IEEE VIS 2021, poster
2019
136
Moving Together: Towards a Formalization of Collective Movement
J. Buchmüller, E. Cakmak, N. Andrienko, G. Andrienko, J. W. Jolles, D. A. Keim
EuroVA 2019: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The EuroGraphics Association. Porto, Portugal, June 3–7, 2019
135
Contextualized Analysis of Movement Events
Siming Chen, Gennady Andrienko, Natalia Andrienko, Christos Doulkeridis, Athanasios Koumparos
EuroVA 2019: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The EuroGraphics Association. Porto, Portugal, June 3–7, 2019
2018
134
Creating maps of artificial spaces to explore trajectories
Gennady Andrienko and Natalia Andrienko
AVI 2018: Proceedings of the 2018 International Conference on Advanced Visual Interfaces, ACM Press, Article No.53. Castiglione della Pescaia, Italy, May 29 – June 1, 2018
133
Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity
Jie Li, Siming Chen, Gennady Andrienko and Natalia Andrienko
EuroVA 2018: Proceedings of EuroVis Workshop on Visual Analytics (EuroVA), The EuroGraphics Association. Brno, Czech Republic, June 4–8, 2018
132
TopicWave: Interactive Visual Analytics of Spatiotemporal Topics Distribution of People's Reactions to Events from Geo-tagged Social Media
Siming Chen, Jie Li, Natalia Andrienko and Gennady Andrienko
AGILE 2018: Proceedings of the 21st AGILE International Conference on Geographic Information Science. Lund, Sweden, June 12–15, 2018
131
Time-aware Sub-Trajectory Clustering in Hermes@PostgreSQL
Panagiotis Tampakis, Nikos Pelekis, Yannis Theodoridis, Natalia Andrienko, Gennady Andrienko, Georg Fuchs
2018 IEEE 34th International Conference on Data Engineering (ICDE)
130
Visual Analytics of Flight Trajectories for Uncovering Decision Making Strategies
Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Stefan Rüping, Jose Manuel Cordero Garcia, David Scarlatti, George Vouros, Ricardo Herranz, Rodrigo Marcos
Eighth SESAR Innovation Days, 3–7 December 2018, Salzburg, Austria
2017
129
Visual Analysis of Dyslexia on Search
A. MacFarlane, G. Buchanan, A. Al-Wabil, G. Andrienko, N. Andrienko
Proceedings of the 2017 ACM Conference on Human Information Interaction and Retrieval (CHIIR'17), Oslo, Norway, March 7–11, 2017
128
Maritime Data Integration and Analysis: Recent Progress and Research Challenges (vision paper)
Christophe Claramunt, Cyril Ray, Loïc Salmon, Elena Camossi, Melita Hadzagic, Anne-Laure Jousselme, Gennady Andrienko, Natalia Andrienko, Yannis Theodoridis, George A. Vouros
International Conference on Extending Database Technology (EDBT), March 21–24, 2017, Venice, Italy
127
A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis
Phong Nguyen, Cagatay Turkay, Gennady Andrienko, Natalia Andrienko, Olivier Thonnard
EuroVis Workshop on Visual Analytics (EuroVA), June 12–13, 2017, Barcelona, Spain
126
Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology
Georgios M. Santipantakis, George A. Vouros, Christos Doulkeridis, Akrivi Vlachou, Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia, Miguel Garcia Martinez
Semantics2017: Proceedings of the 13th International Conference on Semantic Systems, ACM Press, pp.17–24. Amsterdam, Netherlands, September 11–14, 2017
2016
125
Identification of disaster-affected areas using exploratory visual analysis of georeferenced Tweets: application to a flood event
Valentina Cerutti, Georg Fuchs, Gennady Andrienko, Natalia Andrienko, Frank Ostermann
AGILE 2016, short papers
124
Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics
Natalia Andrienko, Gennady Andrienko, and Salvatore Rinzivillo
ECML PKDD 2016, Part III, LNAI 9853, pp.32–35
123
Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football
Gennady Andrienko, Natalia Andrienko, Guido Budziak, Tatiana von Landesberger, and Hendrik Weber
ECML PKDD 2016, Part III, LNAI 9853, pp.27–31
122
Big Data Analytics for a Passenger-Centric Air Traffic Management System
Pedro García, Ricardo Herranz, José Javier Ramasco, Gennady Andrienko, Nicole Adler, Carla Ciruelos
6th SESAR Innovation Days, 8–10 November 2016. Technical University of Delft, the Netherlands
121
Visual Analytics and Machine Learning for Air Traffic Management Performance Modelling. Preliminary Findings of the INTUIT Project and Prospects for Future Research
Rodrigo Marcos, David Toribio, Ricardo Herranz, Laia Garrigó, Núria Alsina, Natalia Andrienko, Gennady Andrienko, Luca Piovano, Thomas Blondiau
6th SESAR Innovation Days, 8–10 November 2016. Technical University of Delft, the Netherlands
2015
120
Twitter Floods when it Rains: A Case Study of the UK Floods in early 2014
Antonia Saravanou, George Valkanas, Dimitrios Gunopulos, Gennady Andrienko
WWW (Companion Volume) 2015, pp.1233–1238
119
Visualization Support to Interactive Cluster Analysis
Gennady Andrienko, Natalia Andrienko
ECML PKDD 2015, Part III, LNAI 9286, pp.337–340
118
Real Time Detection and Tracking of Spatial Event Clusters
Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
ECML PKDD 2015, Part III, LNAI 9286, pp.316–319
117
Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data
Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Piotr Jankowski
ECML PKDD 2015, Part III, LNAI 9286, pp.254–258
116
Detection, Tracking, and Visualization of Spatial Event Clusters for Real Time Monitoring
Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
IEEE/ACM Data Science and Advanced Analytics (DSAA), pp.1–10, 2015
2014
115
Experiences from Supporting Predictive Analytics of Vehicle Traffic
Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
Workshop Visualization for Predictive Analytics at IEEE VIS 2014, Proceedings
114
Detecting and Tracking Dynamic Clusters of Spatial Events
Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Hendrik Stange
IEEE VAST 2014, poster
113
Analysis of Mobility Behaviors in Geographic and Semantic Spaces
Natalia Andrienko, Gennady Andrienko, Georg Fuchs
VAST Challenge @ IEEE VAST 2014
2013
112
Visual Task Solution Strategies in Tree Diagrams
Michael Burch, Gennady Andrienko, Natalia Andrienko, Markus Höferlin, Michael Raschke, Daniel Weiskopf
IEEE Pacific Visualization 2013, Proceedings, IEEE Computer Society Press, pp.169–176
111
Multi-perspective analysis of D4D fine resolution data
Gennady Andrienko, Natalia Andrienko, Georg Fuchs
Data for Development (D4D 2013), Proceedings
110
Spatio-temporal analysis of flows in CDC 2013 data
Gennady Andrienko, Natalia Andrienko
AGILE CDC workshop (2013), Proceedings
109
Extracting Personal Behavioral Patterns from Geo-Referenced Tweets
Georg Fuchs, Natalia Andrienko, Gennady Andrienko
AGILE (2013), Proceedings (short paper)
108
Privacy-preserving Distributed Movement Data Aggregation
Anna Monreale, Wendy Hui Wang, Francesca Pratesi, Salvatore Rinzivillo, Dino Pedreschi, Gennady Andrienko, Natalia Andrienko
AGILE (2013), Proceedings, Springer (full paper)
107
Towards Privacy-Preserving Semantic Mobility Analysis
Natalia Andrienko, Gennady Andrienko, Georg Fuchs
EuroVA 2013, International Workshop on Visual Analytics, Proceedings, EuroGraphics
106
Exploring traffic in Brest harbor by trajectory aggregation
Natalia Andrienko, Gennady Andrienko
MOVE COSTS AIS workshop, Brest (2013), Proceedings
105
Exploring trajectory attributes in Brest harbor
Gennady Andrienko, Natalia Andrienko
MOVE COSTS AIS workshop, Brest (2013), Proceedings
104
Extracting semantics of individual places from movement data by analyzing temporal patterns of visits
Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Ana-Maria Olteanu Raimond, Juergen Symanzik and Cezary Ziemlicki
ACM SIGSPATIAL Workshop on Computational Models of Place 2013, Proceedings
103
Tracing the German Centennial Flood in the Stream of Tweets: First Lessons Learned
Georg Fuchs, Natalia Andrienko, Gennady Andrienko, Sebastian Bothe, Hendrik Stange
2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD) 2013, Proceedings
2012
102
Interactive Exploration of Events and Presence of People in Space and Time through KD-photomap
Katerina Vrotsou, Haolin Zhi, Iulian Peca, Gennady Andrienko, Natalia Andrienko
AVI'12, Proceedings of the International Working Conference on Advanced Visual Interfaces, ACM Press, pp.804–805
101
Scalable Cluster Analysis of Spatial Events
Iulian Peca, Georg Fuchs, Katerina Vrotsou, Natalia Andrienko, Gennady Andrienko
EuroVA 2012, International Workshop on Visual Analytics, Proceedings, EuroGraphics, pp.19–23
100
Visual Analytics Methods for Categoric Spatio-Temporal Data
Tatiana von Landesberger, Sebastian Bremm, Natalia Andrienko, Gennady Andrienko, Maria Tekusova
IEEE Visual Analytics Science and Technology (VAST 2012), Proceedings, IEEE Computer Society Press, pp.183–192
2011
99
Interactive Analysis of Object Group Changes over Time
S. Bremm, T. von Landesberger, G. Andrienko, N. Andrienko, and T. Schreck
International Workshop on Visual Analytics (EuroVA 2011), Proceedings, EuroGraphics, pp.41–44
98
Dynamic Time Transformations for Visualizing Multiple Trajectories in Interactive Space-Time Cube
Gennady Andrienko, Natalia Andrienko
International Cartographic Conference (ICC 2011), Proceedings
97
Privacy Issues in Geospatial Visual Analytics
Gennady Andrienko, Natalia Andrienko
8th Symposium on Location-Based Services (LBS 2011), Proceedings, Springer, pp.239–246
96
Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures
Katerina Vrotsou, Natalia Andrienko, Gennady Andrienko, and Piotr Jankowski
Machine Learning and Knowledge Discovery in Databases (PKDD 2011), LNCS vol. 6913, pp.654–657
95
Analytical workflow of monitoring human mobility in big event settings using Bluetooth
Hendrik Stange, Thomas Liebig, Dirk Hecker, Gennady Andrienko, Natalia Andrienko
ISA'11 – 3rd ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness, pp.51–58
94
Exploring Spatiotemporal Patterns By Integrating Visual Analytics With A Moving Objects Database System
Mahmoud Sakr, Thomas Behr, Ralf Hartmut Güting, Gennady Andrienko, Natalia Andrienko, Christophe Hurter
ACM GIS 2011 – 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Proceedings, pp.505–508
93
KD-Photomap: Exploring Photographs in Space and Time
Iulian Peca, Haolin Zhi, Katerina Vrotsou, Natalia Andrienko, Gennady Andrienko
IEEE Visual Analytics Science and Technology (VAST 2011), Proceedings, IEEE Computer Society Press, pp.291–292
92
From Movement Tracks through Events to Places: Extracting and Characterizing Significant Places from Mobility Data
Gennady Andrienko, Natalia Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
IEEE Visual Analytics Science and Technology (VAST 2011), Proceedings, IEEE Computer Society Press, pp.161–170
2010
91
A Generalisation-based Approach to Anonymising Movement Data
Gennady Andrienko, Natalia Andrienko, Fosca Giannotti, Anna Monreale, Dino Pedreschi, Salvatore Rinzivillo
In: Painho, M., Santos, M.Y., Pundt, H. (Eds.) Geospatial Thinking, AGILE 2010 proceedings, pp.1–10. ISBN: 978-989-20-1953-6
90
Finding arbitrary shaped clusters with related extents in space and time
Christian Poelitz, Gennady Andrienko, Natalia Andrienko
EuroVAST 2010, International Symposium on Visual Analytics Science and Technology, Proceedings, pp.19–25. ISBN: 978-3-905673-74-6
89
Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections
Slava Kisilevich, Milos Krstajic, Daniel Keim, Natalia Andrienko, Gennady Andrienko
IV 2010. 14th International Conference on Information Visualization, Proceedings, 27–29 July 2010, London, UK. IEEE Computer Society, pp.289–296
88
Extracting Events from Spatial Time Series
Gennady Andrienko, Natalia Andrienko, Martin Mladenov, Michael Mock, Christian Poelitz
IV 2010. 14th International Conference on Information Visualization, Proceedings, 27–29 July 2010, London, UK. IEEE Computer Society, pp.48–53
87
Sammon's Projection for Clustering Complex Geographical Objects
Gennady Andrienko, Natalia Andrienko
GIScience 2010, short papers, Proceedings
86
Poster: Dynamic Time Transformation for Interpreting Clusters of Trajectories with Space-Time Cube
Gennady Andrienko, Natalia Andrienko
IEEE Visual Analytics Science and Technology (VAST 2010), Proceedings, IEEE Computer Society Press, pp.213–214
85
Discovering Bits of Place Histories from People's Activity Traces
Gennady Andrienko, Natalia Andrienko, Martin Mladenov, Michael Mock, Christian Poelitz
IEEE Visual Analytics Science and Technology (VAST 2010), Proceedings, IEEE Computer Society Press, pp.59–66
2009
84
Uncovering Interaction Patterns in Mobile Outdoor Gaming
Orellana, Daniel; Wachowicz, Monica; Andrienko, Natalia; Andrienko, Gennady
Advanced Geographic Information Systems & Web Services (GEOWS '09), Proceedings, IEEE Computer Society Press, pp.51–58
83
A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data
Gennady Andrienko, Natalia Andrienko, Salvatore Rinzivillo, Mirco Nanni and Dino Pedreschi
Advances in Spatial and Temporal Databases, Proceedings 11th SSTD, Aalborg, July 2009. LNCS vol. 5644, Springer, pp.432–435
82
Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data
Gennady Andrienko, Natalia Andrienko
Information Fusion and Geographic Information Systems, Proceedings of the Fourth International Workshop (IF&GIS'09), 17–20 May 2009, St. Petersburg. LNGC, Springer, pp.3–17
81
Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets
Gennady Andrienko, Natalia Andrienko
Integrating Automated Analysis with Interactive Exploration, Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery (VAKD '09), Paris, France, July 28, 2009. ACM, New York, pp.5–11
80
Building Visual Summaries of Clusters of Trajectories
Gennady Andrienko, Natalia Andrienko
IEEE Information Visualization (InfoVis 2009), Companion proceedings (poster)
79
Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos)
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel Keim
IEEE Visual Analytics Science and Technology (VAST 2009), Proceedings, IEEE Computer Society Press, pp.213–214
78
Interactive Visual Clustering of Large Collections of Trajectories
Gennady Andrienko, Natalia Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi, Fosca Giannotti
IEEE Visual Analytics Science and Technology (VAST 2009), Proceedings, IEEE Computer Society Press, pp.3–10
77
Demo paper: Analysis of community-contributed space- and time-referenced data
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel Keim
ACM GIS – 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2009), November 4–6, Seattle, Washington
76
Movement Data Anonymity through Generalization
Gennady Andrienko, Natalia Andrienko, Fosca Giannotti, Anna Monreale and Dino Pedreschi
SPRINGL 2009 – 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, November 3, 2009, Seattle, WA, USA
75
Analysis of community-contributed space- and time-referenced data by example of Panoramio photos
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel Keim
VMV – Proceedings of Vision, Modeling, and Visualization Workshop 2009, 16–18 November 2009, Braunschweig, Germany
2008
74
Exploration of Massive Movement Data: a Visual Analytics Approach
Gennady Andrienko, Natalia Andrienko
AGILE 2008, CD-ROM Proceedings
73
Interactive Visual Interfaces for Evacuation Planning
Gennady Andrienko, Natalia Andrienko, Ulrich Bartling
Working Conference on Advanced Visual Interfaces AVI 2008, Proceedings, ACM Press, pp.472–473
72
Supporting Visual Exploration of Massive Movement Data
Natalia Andrienko, Gennady Andrienko
Working Conference on Advanced Visual Interfaces AVI 2008, Proceedings, ACM Press, pp.474–475
71
A Visual Analytics Approach to Exploration of Large Amounts of Movement Data
Gennady Andrienko and Natalia Andrienko
In: Sebillo, M., Vitiello, G., Schaefer, G. (Eds.) Visual Information Systems, 10th International Conference, VISUAL 2008, LNCS vol. 5188, Springer, pp.1–4
70
Uncovering Interactions between Moving Objects
Natalia Andrienko, Gennady Andrienko, Monica Wachowicz, Daniel Orellana
In: Cova, T.J., Miller, H.J., Beard, K., Frank, A.U., Goodchild, M.F. (Eds.) GIScience, 5th International Conference, Proceedings, pp.16–26
69
Evacuation Trace Mini Challenge Award: Tool Integration. Analysis of Movements with Geospatial Visual Analytics Toolkit
Natalia Andrienko, Gennady Andrienko
IEEE Visual Analytics Science and Technology (VAST 2008), Proceedings, IEEE Computer Society Press, pp.205–206
68
Spatio-temporal aggregation for visual analysis of movements
Gennady Andrienko, Natalia Andrienko
IEEE Visual Analytics Science and Technology (VAST 2008), Proceedings, IEEE Computer Society Press, pp.51–58
2007
67
Similarity Search in Trajectory Databases
Pelekis, N.; Kopanakis, I.; Marketos, G.; Ntoutsi, I.; Andrienko, G.; Theodoridis, Y.
14th International Symposium on Temporal Representation and Reasoning (TIME 2007), Proceedings, IEEE Computer Society Press, pp.129–140
66
Geovisualization and synergies from InfoVis and Visual Analytics
Andrienko, G.; Jern, M.; Dykes, J.; Fabrikant, S.I.; Weaver, C.
11th International Conference Information Visualization IV 2007, Proceedings, IEEE Computer Society Press, pp.485–488
65
Coordinated Multiple Views: a Critical View
Gennady Andrienko and Natalia Andrienko
In: Andrienko, G., Roberts, J., Weaver, C. (Eds.) Coordinated & Multiple Views in Exploratory Visualization 2007, Proceedings, IEEE Computer Society Press, pp.72–74
64
Implementing Visual Analytics Methods for Massive Collections of Movement Data
Gennady Andrienko and Natalia Andrienko
GeoComputation 2007, CD-ROM Proceedings, 7 pages
63
Extracting Patterns of Individual Movement Behaviour from a Massive Collection of Tracked Positions
Andrienko, G. and Andrienko, N.
In: Gottfried, B. (Ed.) Workshop on Behaviour Modelling and Interpretation, Technical Report 42, TZI, Universität Bremen, 2007, pp.1–16
62
Visual Analytics Approach to User-Controlled Evacuation Scheduling
Gennady Andrienko, Natalia Andrienko, Ulrich Bartling
IEEE Visual Analytics Science and Technology (VAST 2007), Proceedings, IEEE Computer Society Press, pp.43–50
2006
61
Intelligent Visualisation and Information Presentation for Civil Crisis Management
N. Andrienko, G. Andrienko
In: Suares, J. and Markus, B. (Eds.) AGILE 2006, 9th AGILE Conference on Geographic Information Science, Proceedings, pp.291–298. ISBN 963-229-422-X
60
Envisioning Research Challenges in Visual Analytics
M. Jern, E. Banissi, G. Andrienko, W. Mueller, D. Keim
Information Visualization 2006, Proceedings, pp.5–7. IEEE Computer Society Press. ISBN 978-0-7695-2602-7
59
The complexity challenge to creating useful and usable geovisualization tools
N. Andrienko, G. Andrienko
In: Raubal, M., Miller, H.J., Frank, A.U., Goodchild, M.F. (Eds.) GIScience, 4th International Conference, Proceedings, pp.23–27. IFGI, Münster (IFGI Prints, Vol. 28). ISBN 3-936616-25-6
2005
58
Geo-visualisation support for environmental modelling and decision making
G. Andrienko, N. Andrienko
In: Komarov, A. (Ed.) ECEM 2005. 5th European Conference on Ecological Modelling, Proceedings, 19–23 September 2005, Pushchino, Russia. Russian Academy of Sciences, pp.17–20
57
Visual exploration of the spatial distribution of temporal behaviours
G. Andrienko, N. Andrienko
IV 2005. 9th International Conference on Information Visualization, Proceedings, 6–8 July 2005, London, UK. IEEE Computer Society, pp.799–806. ISBN 0-7695-2397-8
56
A framework for decision-centred visualisation in civil crisis management
N. Andrienko, G. Andrienko
In: Gartner, G. (Ed.) Location Based Services & TeleCartography, Proceedings of the Symposium 2005, Geowissenschaftliche Mitteilungen, Heft 74, pp.201–206. Vienna University of Technology. ISSN 1811-8380
2004
55
Bridging the Gap between LBS, GeoVisualisation, and Decision Support
Andrienko, G., Andrienko, N.
In: Gartner, G. (Ed.) Location Based Services and Telecartography, Proceedings of the Symposium 2004, Geowissenschaftliche Mitteilungen, Heft 66, pp.225–226. Vienna University of Technology.
54
Dynamic aggregation on grids for interactive analysis of multidimensional spatial information
Andrienko, G., Andrienko, N., and Denisovich, I.
In: Toppen, F., Prastacos, P. (Eds.) AGILE 2004, 7th Conference on Geographic Information Science, Proceedings, Crete University Press, pp.207–212. ISBN 9-60524-176-5
53
Interactive visual tools to explore spatio-temporal variation
Andrienko, N. and Andrienko, G.
In: Costabile, M.F. (Ed.) Proceedings of the Working Conference on Advanced Visual Interfaces AVI 2004, Gallipoli, Italy, May 25–28, 2004. ACM Press, pp.417–420
52
Geo-visualization support for multidimensional clustering
Andrienko, G. and Andrienko, N.
In: Brandt, S.A. (Ed.) Geoinformatics 2004, 12th International Conference on Geoinformatics, Proceedings, Gävle University Press, vol.1, pp.329–335. ISBN 91-974948-1-X
51
Parallel Coordinates for Exploring Properties of Subsets
Andrienko, G., Andrienko, N.
In: Roberts, J. (Ed.) CMV 2004. International Conference on Coordinated & Multiple Views in Exploratory Visualization, Proceedings, IEEE Computer Society, pp.93–104
50
Interactive Analysis of Event Data using Space-Time Cube
P. Gatalsky, N. Andrienko, and G. Andrienko
IV 2004. 8th International Conference on Information Visualization, Proceedings, 14–16 July 2004, London, UK. IEEE Computer Society, pp.145–152
49
Visual Mining of Spatial Time Series Data
G. Andrienko, N. Andrienko, and P. Gatalsky
In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (Eds.) Knowledge Discovery in Databases: PKDD 2004, LNAI vol. 3202, Springer, pp.524–527
2003
48
Usability Tests with Interactive Maps
Natalia Andrienko and Gennady Andrienko
In: Stephanidis, C., Jacko, J. (Eds.) Human-Computer Interaction: Theory and Practice (Part II), Vol. 2 of Proceedings of HCI International 2003, Crete, Greece. Lawrence Erlbaum, pp.1153–1157
47
Coordinated Views for Informed Spatial Decision Making
Andrienko, N., Andrienko, G.
In: Roberts, J. (Ed.) CMV 2003. International Conference on Coordinated & Multiple Views in Exploratory Visualization, Proceedings, IEEE Computer Society, pp.44–54
46
Visual Data Exploration using Space-Time Cube
N. Andrienko, G. Andrienko, and P. Gatalsky
Proceedings of the 21st International Cartographic Conference (ICC), Durban, South Africa, 10–16 August 2003, pp.1981–1983. ISBN: 0-958-46093-0
45
Tools for Visual Comparison of Spatial Development Scenarios
N. Andrienko, G. Andrienko, and P. Gatalsky
IV 2003. 7th International Conference on Information Visualization, Proceedings, 16–18 July 2003, London, UK. IEEE Computer Society, pp.237–244
2002
44
Organization of Mapping Services in the Internet: Possible Solutions
Andrienko, G., Andrienko, N., and Voss, H.
In: Ruiz, M., Gould, M., Ramon, J. (Eds.) 5th AGILE Conference on Geographic Information Science, April 25–27, 2002, Palma, Balearic Islands, Spain, pp.537–546. ISBN 84-7632-734-X
43
Computer cartography and cartographic knowledge
Gennady Andrienko, Natalia Andrienko, and Hans Voss
Proceedings of the International Conference on GIS for Sustainable Development of Territories, St. Petersburg, Russia, 2002, pp.114–117
42
Interactive Visual Tools for Spatial Multicriteria Decision Making
Andrienko, N. and Andrienko, G.
In: De Marsico, M., Levialdi, S., Panizzi, E. (Eds.) Proceedings of the Working Conference on Advanced Visual Interfaces AVI 2002, Trento, Italy, May 22–24, 2002. ACM Press, pp.129–132
41
Intelligent Support of Visual Data Analysis in Descartes
Andrienko, G. and Andrienko, N.
In: Butz, A., Krüger, A., Oliver, P., Schlechtweg, S., Zhou, M. (Eds.) 2nd International Symposium on Smart Graphics, Hawthorne, New York, USA, June 11–13, 2002. ACM Press, pp.21–26
40
DESCARTES & EFIMOD: An Integrated System for Simulation Modelling and Exploration Data Analysis for Decision Support in Sustainable Forestry
Komarov, A., Chertov, O., Andrienko, G., Andrienko, N., Mikhailov, A., Gatalsky, P.
In: Rizzoli, A. and Jakeman, A. (Eds.) Integrated Assessment and Decision Support, Proceedings IEMSS 2002, 24–27 June, Lugano, Switzerland, Vol.1, pp.239–244. ISBN 88-900787-0-7
39
Building Spatial Decision Support Tools for Individuals and Groups
Andrienko, G., Andrienko, N., and Jankowski, P.
In: Adam, F., Brézillon, P., Humphreys, P., Pomerol, J.-Ch. (Eds.) Decision Making and Decision Support in the Internet Age, Proceedings of DSIage2002, Cork, Ireland, 4–7 July 2002, pp.439–445. ISBN 1-86076-246-8
38
Grid Data Analysis in the CommonGIS System: an Example from Forestry
Andrienko, G., Andrienko, N.
In: Gartner, G. (Ed.) Maps and the Internet 2002, Geowissenschaftliche Mitteilungen, Heft 60, pp.89–99. Vienna University of Technology.
37
Geoinformational Analysis of Seismological Data
Andrienko, G., Andrienko, N., Gitis, V., and Vainchtok, A.
CAI-2002, Proceedings of the 8th National Conference on Artificial Intelligence, Kolomna City, Russia, October 7–11, 2002, pp.78–86 (in Russian)
2001
36
EuroFigures – a digital portrait of the EU's General Statistics
Andrienko, N., Andrienko, G., Gatalsky, P., Voss, H., Schmidt, D., van Liedekerke, M., and Guittet, C.
In: Munro, A. (Ed.) The Spatial Information Society: Shaping the Future. Proceedings of 6th EC-GI&GIS Workshop, Joint Research Center, European Commission, Ispra, Italy, 3pp (CD-ROM)
35
CommonGIS – Common Access to Geographically Referenced Data
Andrienko, N., Andrienko, G., Peckham, R. and Voss, H.
In: Munro, A. (Ed.) The Spatial Information Society: Shaping the Future. Proceedings of 6th EC-GI&GIS Workshop, Joint Research Center, European Commission, Ispra, Italy, 6pp (CD-ROM)
34
dMaps for Internet publishing of statistical maps
Voss, H., Rinner, C., Andrienko, G., and Schmidt, D.
In: Wilkinson, D., Murphy, D., Nanopoulos, Ph. (Eds.) ETK-99. Exchange of Technology and Know-How, Statistical Office of the European Communities, Luxembourg, 2001, pp.217–220. ISBN 92-828-7883-X
33
Integration of GIS with data mining
Andrienko, G., Andrienko, N., and Savinov, A.
In: Wilkinson, D., Murphy, D., Nanopoulos, Ph. (Eds.) ETK-99. Exchange of Technology and Know-How, Statistical Office of the European Communities, Luxembourg, 2001, pp.221–225. ISBN 92-828-7883-X
32
Integrating forest simulation models and spatio-temporal interactive visualisation for decision making in ecosystem management at landscape level
Chertov, O., Komarov, A., Andrienko, G., Andrienko, N., and Gatalsky, P.
In: Vuori, K.-M., Kouki, J. (Eds.) 25th International Conference Ecosystem Management in Boreal Forest Landscapes, Koli National Park, Finland, May 27–30, 2001, p.56. ISBN 951-53-1583-2
31
Constructing Parallel Coordinates Plot for Problem Solving
Andrienko, G. and Andrienko, N.
In: Butz, A., Krüger, A., Oliver, P., Zhou, M. (Eds.) 1st International Symposium on Smart Graphics, Hawthorne, New York, USA, March 21–23, 2001. ACM Press, pp.9–14
30
Interactive Cumulative Curves as a Tool for Exploratory Classification
Andrienko, G. and Andrienko, N.
In: Kidner, D.B., Higgs, G. (Eds.) 9th Annual Conference GIS Research in the UK, University of Glamorgan, Wales, April 18–20, 2001, pp.439–442. ISBN 1-840540-26-5
29
Interactive Visual Tools to Support Spatial Multicriteria Decision Making
Andrienko, G. and Andrienko, N.
In: Kapitanios, E., Hinterberger, H. (Eds.) User Interfaces to Data Intensive Systems, 2nd International Workshop, Zurich, Switzerland, 31.5.–1.6.2001. IEEE Computer Society Press, pp.127–131. ISBN 0-7695-0834-0
28
Choropleth Maps: Classification revisited
Andrienko, G., Andrienko, N., and Savinov, A.
Proceedings ICA 2001, Beijing, China, vol.2, pp.1209–1219
27
Interactive Maps for Visual Exploration of Grid Data
G. Andrienko, N. Andrienko, V. Gitis, and I. Denissovitch
International Archives of Photogrammetry and Remote Sensing, Vol. 34, Part 4/W5 "Challenges in Geospatial Analysis, Integration and Visualization", pp.6–9
26
Intelligent Visual Data Analysis Service in the Internet
Andrienko, N. and Andrienko, G.
Web Information Systems Engineering WISE 2001, Conference and Workshop, Kyoto, Japan, 3–6.12.2001. Also in: Proceedings of the 2nd International Conference on Web Information Systems Engineering, Vol. 2 (Workshops), IEEE Computer Society, pp.85–91. ISBN 0-7695-1393-X
2000
25
Spatio-temporal Visualization in Naturdetective and Beyond
Andrienko, N., Andrienko, G., and Gatalsky, P.
In: Fullerton, K. (Ed.) Proceedings of 5th EC-GIS Workshop, Stresa, Italy 28–30 June 1999, report EUR 19018 EN, European Communities, 2000, pp.499–507
24
The Architecture of the CommonGIS System
Andrienko, N., Andrienko, G., Voss, H., and Tuijnman, F.
In: Fullerton, K. (Ed.) Proceedings of 5th EC-GIS Workshop, Stresa, Italy 28–30 June 1999, report EUR 19018 EN, European Communities, 2000, pp.416–426
23
Exploring Spatial Data with Dominant Attribute Map and Parallel Coordinates
Andrienko, G. and Andrienko, N.
GIS Research UK'2000, York, April 5–7, 2000, pp.104–109
22
Towards Exploratory Visualization of Spatio-Temporal Data
Andrienko, N., Andrienko, G., and Gatalsky, P.
3rd AGILE Conference on Geographic Information Science, Helsinki/Espoo, May 25–27, 2000, pp.137–142
21
Java Tools for Exploratory Cartographic Visualization in the Internet
Andrienko, G. and Andrienko, N.
In: Klimenko, S. (Ed.) The 10th International Conference on Computer Graphics & Vision GRAPHICON'2000, Moscow, Russia, August 28 – September 2, 2000. Moscow State University, pp.18–25. ISBN 5-317-00048-3
20
Supporting Visual Exploration of Object Movement
Andrienko, N., Andrienko, G., and Gatalsky, P.
In: Di Gesù, V., Levialdi, S., Tarantino, L. (Eds.) Proceedings of the Working Conference on Advanced Visual Interfaces AVI 2000, Palermo, Italy, May 23–26, 2000. ACM Press, pp.217–220
19
Visualization of Spatio-Temporal Information in the Internet
Andrienko, N., Andrienko, G., and Gatalsky, P.
In: Tjoa, A.M., Wagner, R.R., Al-Zobaidie, A. (Eds.) 2nd International Workshop on Web-Based Information Visualization: WebVis 2000, 11th DEXA Workshop Proceedings, IEEE Computer Society, pp.577–585. ISBN 0-7695-0680
18
Data mining approach to reducing complexity of multiple criteria spatial decision problem
Andrienko, G., Jankowski, P., Andrienko, N.
In: Forer, P., Yeh, A.G.O., He, J. (Eds.) Proceedings of 9th International Symposium on Spatial Data Handling, Beijing, China, 10–12 August 2000. IGU, pp.3a15–3a28
1999
17
Thematic Mapping in the Internet: Exploring Census Data with Descartes
Andrienko, G., Andrienko, N., and Carter, J.
In: Laurini, R. (Ed.) Proceedings of TeleGeo'99 conference, Lyon, May 6–7, 1999, pp.138–145
16
Thematic Internet Maps for Cities: Data Analysis and Publishing with Descartes
Andrienko, G., Andrienko, N., and Voss, H.
In: Fendel, E.M. (Ed.) Proceedings of 21st UDMS'99 Conference, Venice, April 21–23, 1999. Urban Data Management Society, Delft, pp.XII.1.1–XII.1.11
15
Making a GIS Intelligent: CommonGIS Project View
Andrienko, G. and Andrienko, N.
AGILE'99 Conference, Rome, April 15–17, 1999, pp.19–24
14
Data Mining with C4.5 and Cartographic Visualization
Andrienko, G. and Andrienko, N.
In: Paton, N.W., Griffiths, T. (Eds.) User Interfaces to Data Intensive Systems (UIDIS 1999), IEEE Computer Society, pp.162–165. ISBN 0-7695-0262-8
13
GIS Visualization Support to the C4.5 Classification Algorithm of KDD
Andrienko, G. and Andrienko, N.
In: Keller, C.P. (Ed.) 19th International Cartographic Conference, Proceedings, ICA, Ottawa, 1999, pp.747–755. ISBN 0-919088-54-6
12
Knowledge-Based Visualization to Support Spatial Data Mining
Andrienko, G. and Andrienko, N.
In: Hand, D.J., Kok, J.N., Berthold, M.R. (Eds.) Advances in Intelligent Data Analysis (IDA-99), LNCS vol. 1642, Springer, pp.149–160
11
Data Characterization Schema for Intelligent Support in Visual Data Analysis
Andrienko, G. and Andrienko, N.
In: Freksa, C., Mark, D.M. (Eds.) Spatial Information Theory – Cognitive and Computational Foundations of Geographic Information Science (COSIT'99), LNCS vol. 1661, Springer, pp.349–366
10
Knowledge Engineering for Automated Map Design in DESCARTES
Andrienko, G. and Andrienko, N.
In: Medeiros, C.B. (Ed.) Advances in Geographic Information Systems. Proceedings of the 7th International Symposium ACM GIS'99, Kansas City, November 5–6, 1999. ACM Press, pp.66–72
1998
9
IRIS: Intelligent Visualization for Data Exploration Support in GIS
Andrienko, G. and Andrienko, N.
In: Scala, V. (Ed.) Proceedings of WSCG'98: the 6th Int. Conf. in Central Europe on Computer Graphics and Visualization, Plzeň, Czech Republic, February 9–13, 1998, pp.19–26. ISBN 80-7082-359-3
8
Interactive Visual Comparison for Data Exploration with Maps in IRIS
Andrienko, G. and Andrienko, N.
In: Peckham, R. (Ed.) Proceedings of the 4th EC-GIS Workshop, Budapest, Hungary, 24–26 June 1998, JRC ISIS, European Communities, EUR 18667, 1999, pp.72–84
7
Intelligent Visualization and Dynamic Manipulation: Two Complementary Instruments to Support Data Exploration with GIS
Andrienko, G. and Andrienko, N.
Proceedings of AVI'98: Advanced Visual Interfaces, Int. Working Conference, L'Aquila, Italy, May 24–27, 1998. ACM Press, pp.66–75
6
Visual Data Exploration by Dynamic Manipulation of Maps
Andrienko, G. and Andrienko, N.
In: Poiker, T. and Chrisman, N. (Eds.) 8th International Symposium on Spatial Data Handling, SDH'98, July 11–15, 1998, Vancouver, Canada, pp.533–542
1997
5
IRIS: an Intelligent Tool Supporting Visual Exploration of Spatially Referenced Data
Andrienko, G. and Andrienko, N.
Proceedings of 3rd ERCIM Workshop on User Interfaces for All, Obernai, France, 3–4 November 1997. ERCIM, pp.61–74
4
Research Issues in Intelligent Data Visualization for Exploration and Communication
Andrienko, G. and Andrienko, N.
Extended Abstracts of Int. Conf. CHI'97, Atlanta GA. ACM Press, pp.40–41
3
Knowledge-Based Support for Visual Exploration of Spatial Data
Andrienko, G. and Andrienko, N.
Extended Abstracts of Int. Conf. CHI'97, Atlanta GA. ACM Press, pp.16–17
1995
2
Knowledge base framework for retrieval of multimedia ecological information
Andrienko, G. and Andrienko, N.
Proceedings of the International Conference "Internet Applications and Electronic Information Resources in Forestry and Environmental Sciences", European Forest Institute, Joensuu, Finland, 1–5 August 1995, EFI Proceedings No. 10, 1996, pp.109–119
1994
1
AFORIZM approach: creating situations to facilitate expertise transfer
Andrienko, G. and Andrienko, N.
In: Steels, L., Schreiber, G., Van de Velde, W. (Eds.) EKAW'94: A Future for Knowledge Acquisition, LNAI vol. 867, Springer, pp.244–261