Professor Gennady Andrienko • City St George's, University of London

Contact details

Address

Professor Gennady Andrienko A401 , College Building [A]
City St George's, University of London
Northampton Square
London EC1V 0HB
United Kingdom

About
Publications

About

Overview

Gennady Andrienko is a lead scientist at the Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS) and professor at City University London. He co-authored monographs ‘Exploratory Analysis of Spatial and Temporal Data’ (Springer, 2006) and “Visual Analytics of Movement” (Springer, 2013) and 100+ peer-reviewed journal papers. Gennady Andrienko was chairing the ICA Commission on GeoVisualization (2007-2015), co-organized scientific events on visual analytics, geovisualization and visual data mining, and co-edited 14 special issues of journals.Gennady Andrienko is associate editor of several journals, including Information Visualization (since 2012), IEEE Transactions on Visualization and Computer Graphics (2012-2016), and International Journal of Cartography (since 2014), and editorial board member of Cartography and Geographic Information Science and Cartographica.

Publications

Featured publications

Andrienko, G., Andrienko, N., Anzer, G., Bauer, P., Budziak, G., Fuchs, G. … Wrobel, S. (2019). Constructing Spaces and Times for Tactical Analysis in Football. IEEE Transactions on Visualization and Computer Graphics, 27(4), pp. 2280–2097. doi:10.1109/tvcg.2019.2952129.

Publications by category

Books (3)

Vouros, G.A., Andrienko, G., Doulkeridis, C., Pelekis, N., Artikis, A., Jousselme, A.-.L. … Scarlatti, D. (Eds.), (2020). Big Data Analytics for Time-Critical Mobility Forecasting. Springer International Publishing. ISBN 978-3-030-45163-9.
Andrienko, G., Andrienko, N., Bak, P., Keim, D. and Wrobel, S. (2013). Visual Analytics of Movement. Springer. ISBN 978-3-642-37582-8.
Andrienko, N. and Andrienko, G. (2006). Exploratory Analysis of Spatial and Temporal Data. Springer Verlag. ISBN 978-3-540-25994-7.

Chapters (18)

Andrienko, N., Andrienko, G., Artikis, A., Mantenoglou, P. and Rinzivillo, S. (2025). Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns. Communications in Computer and Information Science (pp. 231–238). Springer Nature Switzerland. ISBN 978-3-031-74626-0.
Burghardt, D., Dunkel, A., Hauthal, E., Shirato, G., Andrienko, N., Andrienko, G. … Purves, R. (2023). Extraction and visually driven analysis of VGI for understanding people's behavior in relation to multifaceted context. Volunteered Geographic Information: Interpretation, Visualization and Social Context (pp. 241–264).
Andrienko, G., Andrienko, N., Patterson, F., Chen, S., Weibel, R., Huang, H. … Kureshi, I. (2021). Visual Analytics for Characterizing Mobility Aspects of Urban Context. The Urban Book Series (pp. 727–755). Springer Singapore. ISBN 978-981-15-8982-9.
Andrienko, G., Andrienko, N., Fuchs, G., Rüping, S., Cordero, J.M., Scarlatti, D. … Marcos, R. (2020). Visual Analytics in the Aviation and Maritime Domains. Big Data Analytics for Time-Critical Mobility Forecasting (pp. 59–84). Springer International Publishing. ISBN 978-3-030-45163-9.
Raffaetà, A., Leonardi, L., Marketos, G., Andrienko, G., Andrienko, N., Frentzos, E. … Silvestri, C. (2013). Visual Mobility Analysis using T-Warehouse. Developments in Data Extraction, Management, and Analysis (pp. 1–22). IGI Global.
Andrienko, N. and Andrienko, G. (2013). Visual Analytics of Movement: A Rich Palette of Techniques to Enable Understanding. Mobility Data (pp. 149–173). Cambridge University Press.
Hurter, C., Andrienko, G., Andrienko, N., Güting, R.H. and Sakr, M. (2013). Air Traffic Analysis. Mobility Data (pp. 240–258). Cambridge University Press.
Dykes, J., Laidlaw, D., Mueller, K., Santucci, G., Scheuermann, G., Ward, M. … Weaver, C. (2012). Preface.
Prins, C.F.L. (2007). Towards a European Forest Information System European Forest Institute Research Report 20 Introduction. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (p. 1). ISBN 978-90-04-16150-4.
Prins, C.F.L. (2007). Development of a Metadata Schema. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. 31–62).
Prins, C.F.L. (2007). The Advanced Information System Demonstrator. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. 63–94).
Prins, C.F.L. (2007). The Overall Architecture of a Forest Information System. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. 13–29).
Prins, C.F.L. (2007). Towards a European Forest Information System European Forest Institute Research Report 20 Foreword. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. III–IV).
Prins, C.F.L. (2007). A European Forest Information System - The Way Forward. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. 95–104).
Andrienko, G.L. and Andrienko, N.V. (2006). Interactive maps for visual data exploration. Classics from IJGIS: Twenty years of the International Journal of Geographical Information Science and Systems (pp. 453–474).
Andrienko, G.L. and Andrienko, N.V. (2006). Visual data exploration: Tools, principles, and problems. Classics from IJGIS: Twenty years of the International Journal of Geographical Information Science and Systems (pp. 475–479).
Andrienko, G., Andrienko, N., Dykes, J., Mountain, D., Noy, P., Gahegan, M. … Theus, M. (2005). Creating Instruments for Ideation: Software Approaches to Geovisualization. (pp. 101–125).
Andrienko, N., Andrienko, G. and Gatalsky, P. (2005). Impact of Data and Task Characteristics on Design of Spatio-Temporal Data Visualization Tools. (pp. 201–222).

Conference papers and proceedings (97)

Moussavi, L., Andrienko, G., Andrienko, N. and Slingsby, A. (2024). Interplay of Visual Analytics and Topic Modeling in Gameplay Analysis. Computer Graphics & Visual Computing (CGVC) 12-13 October, London, United Kingdom.doi:10.2312/cgvc.20241213
Andrienko, N. and Andrienko, G. (2024). Exploring Relationships between Events in Context. EuroVis Workshop on Visual Analytics (2024) 27 May, Odense, Denmark. doi:10.2312/eurova.20241114
Andrienko, G., Andrienko, N. and Hecker, D. (2023). Extracting Movement-based Topics for Analysis of Space Use. EuroVA 2023 12 June, Leipzig, Germany. doi:10.2312/eurova.20231091
Lee, K., Adrienko, N., Andrienko, G., Kureshi, I., Staykova, T. and Smith, I. (2021). S129 Social deprivation appears to be a barrier to referral for investigation of obstructive sleep apnoea. British Thoracic Society Winter Meeting, Wednesday 17 to Friday 19 February 2021, Programme and Abstracts. doi:10.1136/thorax-2020-btsabstracts.134
Pitropakis, N., Logothetis, M., Andrienko, G., Stefanatos, J., Karapistoli, E. and Lambrinoudakis, C. (2020). Towards the Creation of a Threat Intelligence Framework for Maritime Infrastructures. doi:10.1007/978-3-030-42048-2_4
Andrienko, G., Andrienko, N., Drucker, S., Fekete, J.D., Fisher, D., Idreos, S. … Sharaf, M.A. (2020). Big data visualization and analytics: Future research challenges and emerging applications.
Chen, S., Chen, S., Andrienko, N., Andrienko, G., Nguyen, P.H., Turkay, C. … Yuan, X. (2019). User Behavior Map: Visual Exploration for Cyber Security Session Data. doi:10.1109/VIZSEC.2018.8709223
Andrienko, N. and Andrienko, G. (2019). A concept of an intelligent decision support for crisis management in the oasis project. doi:10.1007/3-540-27468-5_48
Petrou, P., Nikitopoulos, P., Tampakis, P., Glenis, A., Koutroumanis, N., Santipantakis, G.M. … Vouros, G.A. (2019). Argo: A big data framework for online trajectory prediction. doi:10.1145/3340964.3340988
Buchmüller, J., Cakmak, E., Andrienko, N., Andrienko, G., Jolles, J.W. and Keim, D.A. (2019). Moving Together: Towards a Formalization of Collective Movement. doi:10.2312/eurova.20191122
Chen, S., Andrienko, G., Andrienko, N., Doulkeridis, C. and Koumparos, A. (2019). Contextualized Analysis of Movement Events. doi:10.2312/eurova.20191124
Tampakis, P., Pelekis, N., Andrienko, N., Andrienko, G., Fuchs, G. and Theodoridis, Y. (2018). Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. 2018 IEEE 34th International Conference on Data Engineering (ICDE) 16-19 April. doi:10.1109/icde.2018.00181
Andrienko, G. and Andrienko, N. (2018). Creating maps of artificial spaces to explore trajectories. AVI '18: 2018 International Conference on Advanced Visual Interfaces. doi:10.1145/3206505.3206557
Andrienko, G., Andrienko, N., Budziak, G., von Landesberger, T. and Weber, H. (2018). Exploring pressure in football. AVI '18: 2018 International Conference on Advanced Visual Interfaces. doi:10.1145/3206505.3206558
Vouros, G.A., Doulkeridis, C., Santipantakis, G., Vlachou, A., Pelekis, N., Georgiou, H. … Cordero, J.M. (2018). Big data analytics for time critical maritime and aerial mobility forecasting. doi:10.5441/002/edbt.2018.71
Andrienko, G., Andrienko, N., Fuchs, G., Scarlatti, D., Cordero Garcia, J.M., Vouros, G.A. … Marcos, R. (2018). Visual analytics of flight trajectories for uncovering decision making strategies.
Vouros, G.A., Vlachou, A., Santipantakis, G., Doulkeridis, C., Pelekis, N., Georgiou, H. … Jousselme, A.-.L. (2018). Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. doi:10.1007/978-3-319-90053-7_13
Li, J., Chen, S., Andrienko, G. and Andrienko, N. (2018). Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. doi:10.2312/eurova.20181105
Kurzhals, K., Burch, M., Blascheck, T., Andrienko, G., Andrienko, N. and Weiskopf, D. (2017). A Task-Based View on the Visual Analysis of Eye-Tracking Data. doi:10.1007/978-3-319-47024-5_1
Nguyen, P.H., Turkay, C., Andrienko, G., Andrienko, N. and Thonnard, O. (2017). A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. doi:10.2312/eurova.20171122
MacFarlane, A., Buchanan, G., Al-Wabil, A., Andrienko, G. and Andrienko, N. (2017). Visual Analysis of Dyslexia on Search. CHIIR '17: Conference on Human Information Interaction and Retrieval. doi:10.1145/3020165.3022134
Santipantakis, G.M., Vouros, G.A., Doulkeridis, C., Vlachou, A., Andrienko, G., Andrienko, N. … Martinez, M.G. (2017). Specification of Semantic Trajectories Supporting Data Transformations for Analytics. Semantics2017: Semantics 2017 - 13th International Conference on Semantic Systems. doi:10.1145/3132218.3132225
Fernández, E.C., Cordero, J.M., Vouros, G., Pelekis, N., Kravaris, T., Georgiou, H. … Ayhan, S. (2017). DART: A machine-learning approach to trajectory prediction and demand-capacity balancing.
Andrienko, G., Shixia Liu, and Stasko, J. (2016). Preface. 2016 IEEE Conference on Visual Analytics Science and Technology (VAST) 23-28 October. doi:10.1109/vast.2016.7883497
Panagiotou, N., Zygouras, N., Katakis, I., Gunopulos, D., Zacheilas, N., Boutsis, I. … Andrienko, G. (2016). INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. doi:10.1007/978-3-319-46131-1_5
Marcos, R., Toribio, D., Herranz, R., Garrigó, L., Alsina, N., Adrienko, N. … Blondiau, T. (2016). Visual analytics and machine learning for air traffic management performance modelling: Preliminary findings of the INTUIT project and prospects for future research.
García, P., Herranz, R., Ramasco, J.J., Andrienko, G., Adler, N. and Ciruelos, C. (2016). Big data analytics for a passenger-centric air traffic management system: A case study of door-to-door intermodal passenger journey inferred from mobile phone data.
(2015). Preface. 2015 IEEE Scientific Visualization Conference (SciVis) 25-30 October. doi:10.1109/scivis.2015.7429477
Andrienko, G. and Chen, M. (2015). Preface. 2015 IEEE Conference on Visual Analytics Science and Technology (VAST) 25-30 October. doi:10.1109/vast.2015.7347617
Andrienko, N., Andrienko, G., Fuchs, G., Rinzivillo, S. and Betz, H.-.D. (2015). Detection, tracking, and visualization of spatial event clusters for real time monitoring. 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 19-21 October. doi:10.1109/dsaa.2015.7344880
Andrienko, G., Andrienko, N. and Fuchs, G. (2015). Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach. doi:10.1007/978-3-319-17551-5_2
Saravanou, A., Valkanas, G., Gunopulos, D. and Andrienko, G. (2015). Twitter Floods when it Rains. WWW '15: 24th International World Wide Web Conference. doi:10.1145/2740908.2741730
Andrienko, G., Andrienko, N., Fuchs, G., Olteanu Raimond, A.M., Symanzik, J. and Ziemlicki, C. (2013). Extracting Semantics of Individual Places from Movement Data by Analyzing Temporal Patterns of Visits. 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2013) 5-8 November, Orlando, FL, US.
Fuchs, G., Andrienko, N., Andrienko, G., Bothe, S. and Stange, H. (2013). Tracing the German Centennial Flood in the Stream of Tweets: First Lessons Learned. 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD) 2013 5 November, Orlando, FL, US.
Andrienko, G. and Andrienko, N. (2013). Exploring Trajectory Attributes in Brest Harbor. COST MOVE Workshop on Moving Objects at Sea 27-28 June, Brest, France.
Andrienko, N. and Andrienko, G. (2013). Exploring Traffic in Brest Harbor by Trajectory Aggregation. COST MOVE Workshop on Moving Objects at Sea 27-28 June, Brest, France.
Andrienko, N., Andrienko, G. and Fuchs, G. (2013). Towards Privacy-Preserving Semantic Mobility Analysis. EuroVis 2013 17-21 June, Leipzig, Germany.
Fuchs, G., Andrienko, G., Andrienko, N. and Jankowski, P. (2013). Extracting Personal Behavioral Patterns from Geo-Referenced Tweets. 16th AGILE Conference on Geographic Information Science 14-17 May, Leuven, Belgium.
Andrienko, G. and Andrienko, N. (2013). Spatio-temporal analysis of flows in CDC 2013 data. Understanding Urban Cycling: A Data Challenge 14 May, Leuven, Belgium.
Monreale, A., Wang, W.H., Pratesi, F., Rinzivillo, S., Pedreschi, D., Andrienko, G. … Andrienko, N. (2013). Privacy-Preserving Distributed Movement Data Aggregation. doi:10.1007/978-3-319-00615-4_13
Von Landesberger, T., Bremm, S., Andrienko, N., Andrienko, G. and Tekušová, M. (2012). Visual analytics methods for categoric spatio-temporal data.
Vrotsou, K., Zhi, H., Peca, I., Andrienko, G. and Andrienko, N. (2012). Interactive exploration of events and presence of people in space and time through KD-photomap.
Andrienko, G. and Andrienko, N. (2012). Privacy Issues in Geospatial Visual Analytics. doi:10.1007/978-3-642-24198-7_16
Peca, I., Fuchs, G., Vrotsou, K., Andrienko, N. and Andrienko, G. (2012). Scalable Cluster Analysis of Spatial Events. doi:10.2312/PE/EuroVAST/EuroVA12/019-023
Sakr, M., Andrienko, G., Behr, T., Andrienko, N., Güting, R.H. and Hurter, C. (2011). Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system.
Stange, H., Liebig, T., Hecker, D., Andrienko, G. and Andrienko, N. (2011). Analytical workflow of monitoring human mobility in big event settings using bluetooth.
Peca, I., Zhi, H., Vrotsou, K., Andrienko, N. and Andrienko, G. (2011). KD-photomap: Exploring photographs in space and time.
Andrienko, G., Andrienko, N., Hurter, C., Rinzivillo, S. and Wrobel, S. (2011). From movement tracks through events to places: Extracting and characterizing significant places from mobility data.
Kohlhammer, J., Keim, D., Pohl, M., Santucci, G. and Andrienko, G. (2011). Solving problems with visual analytics.
Bremm, S., Von Landesberger, T., Andrienko, G., Andrienko, N. and Schreck, T. (2011). Interactive Analysis of Object Group Changes over Time. doi:10.2312/PE/EuroVAST/EuroVA11/041-044
Andrienko, G. and Andrienko, N. (2010). Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube.
Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Pölitz, C. (2010). Discovering bits of place histories from people's activity traces.
Kisilevich, S., Krstajic, M., Keim, D., Andrienko, N. and Andrienko, G. (2010). Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections.
Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Poelitz, C. (2010). Extracting events from spatial time series.
Pölitz, C. and Andrienko, G.N. (2010). Finding arbitrary shaped clusters with related extents in space and time. doi:10.2312/PE/EuroVAST/EuroVAST10/019-025
Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. (2009). Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos).
Andrienko, G., Andrienko, N., Giannotti, F., Monreale, A. and Pedreschi, D. (2009). Movement data anonymity through generalization.
Andrienko, G., Andrienko, N., Rinzivillo, S., Nanni, M., Pedreschi, D. and Giannotti, F. (2009). Interactive visual clustering of large collections of trajectories.
Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. (2009). Demo paper: Analysis of community-contributed space-and time-referenced data (example of Panoramio photos).
Andrienko, G. and Andrienko, N. (2009). Visual analytics for geographic analysis, exemplified by different types of movement data.
Andrienko, G. and Andrienko, N. (2009). Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets.
Orellana, D., Wachowicz, M., Andrienko, N. and Andrienko, G. (2009). Uncovering interaction patterns in mobile outdoor gaming.
Andrienko, G. and Andrienko, N. (2009). Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data. doi:10.1007/978-3-642-00304-2_1
Andrienko, G., Andrienko, N., Rinzivillo, S., Nanni, M. and Pedreschi, D. (2009). A visual analytics toolkit for cluster-based classification of mobility data.
Andrienko, N. and Andrienko, G. (2008). Supporting visual exploration of massive movement data.
Andrienko, G., Andrienko, N. and Bartling, U. (2008). Interactive visual interfaces for evacuation planning.
Andrienko, G. and Andrienko, N. (2008). Spatio-temporal aggregation for visual analysis of movements.
Andrienko, N. and Andrienko, G. (2008). Evacuation trace mini challenge award: Tool integration analysis of movements with geospatial visual analytics toolkit.
Andreinko, G., Jern, M., Dykes, J., Fabrikant, S. and Weaver, C. (2007). Geovisualization and synergies from InfoVis and Visual Analytics. 2007 11th International Conference Information Visualization 4-6 July. doi:10.1109/iv.2007.57
Erbacher, R.F. and Frincke, D.A. (2007). Hierarchical Linked Views. Fifth International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV 2007) 2 July. doi:10.1109/cmv.2007.10
Pelekis, N., Kopanakis, I., Marketos, G., Ntoutsi, I., Andrienko, G. and Theodoridis, Y. (2007). Similarity search in Trajectory Databases.
Andrienko, G., Andrienko, N. and Bartling, U. (2007). Visual analytics approach to user-controlled evacuation scheduling.
Andrienko, G. and Andrienko, N. (2007). Coordinated multiple views: A critical view.
Heijs, A. (2007). Requirements for coordinated multiple view visualization systems for industrial applications.
Andrienko, N. and Andrienko, G. (2006). Intelligent visualisation and information presentation for civil crisis management.
Andrienko, G. and Andrienko, N. (2005). Visual exploration of the spatial distribution of temporal behaviors.
Andrienko, G. and Andrienko, N. (2004). Parallel coordinates for exploring properties of subsets.
Andrienko, N. and Andrienko, G. (2004). Interactive visual tools to explore spatio-temporal variation.
Gatalsky, P., Andrienko, N. and Andrienko, G. (2004). Interactive analysis of event data using space-time cube.
Andrienko, N., Andrienko, G. and Gatalsky, P. (2003). Tools for visual comparison of spatial development scenarios. Proceedings Seventh International Conference on Information Visualization - IV 2003 - International Conference on Computer Visualization and Graphics Applications 18 July. doi:10.1109/iv.2003.1217985
Andrienko, N. and Andrienko, G. (2003). Coordinated views for informed spatial decision making. Proceedings International Conference on Coordinated and Multiple Views in Exploratory Visualization - CMV 2003 - 15 July. doi:10.1109/cmv.2003.1215002
Kennedy, P., Folving, S., Munro, A., Päivinen, R., Schuck, A., Richards, T. … Andrienko, G. (2003). European forest information system -: EFIS.: A step towards better access to forest information.
Andrienko, G.L. and Andrienko, N.V. (2002). Interactive visual tools for spatial multicriteria decision making.
Andrienko, G. and Andrienko, N. (2002). Intelligent support of visual data analysis in Descartes.
Andrienko, G.L. and Andrienko, N.V. (1999). Data mining with C4.5 and interactive cartographic visualization. Proceedings User Interfaces to Data Intensive Systems 6 September. doi:10.1109/uidis.1999.791473
Andrienko, G. and Andrienko, N. (1999). Knowledge-Based Visualization to Support Spatial Data Mining. doi:10.1007/3-540-48412-4_13
Andrienko, G. and Andrienko, N. (1999). Data Characterization Schema for Intelligent Support in Visual Data Analysis. doi:10.1007/3-540-48384-5_23
Andrienko, G. and Andrienko, N. (1999). Knowledge engineering for automated map design in DESCARTES. CIKM99: Conference on Information and Knowledge Management. doi:10.1145/320134.320152
Andrienko, G.L. and Andrienko, N.V. (1998). Intelligent visualization and dynamic manipulation: Two complementary instruments to support data exploration with GIS.
Andrienko, G.L. and Andrienko, N.V. (1998). IRIS: Intelligent visualization for data exploration support in GIS.
Andrienko, G.L. and Andrienko, N.V. (1997). Knowledge-based support for visual exploration of spatial data. CHI '97 extended abstracts 22-27 March. doi:10.1145/1120212.1120224
Andrienko, G.L. and Andrienko, N.V. (1997). Research issues in intelligent data visualisation for exploration and communication. CHI '97 extended abstracts 22-27 March. doi:10.1145/1120212.1120242
Andrienko, G. and Andrienko, N. (1994). AFORIZM approach: Creating situations to facilitate expertise transfer. International Conference on Knowledge Engineering and Knowledge Management 26-29 September, Hoegaarden, Belgium. doi:10.1007/3-540-58487-0_13
Andrienko, N., Andrienko, G. and Gatalsky, P. Visualization of spatio-temporal information in the Internet. 11th International Workshop on Database and Expert Systems Applications. doi:10.1109/dexa.2000.875083
Andrienko, G.L. and Andrienko, N.V. Interactive visual tools to support spatial multicriteria decision making. Second International Workshop on User Interfaces to Data Intensive Systems. UIDIS 2001. doi:10.1109/uidis.2001.929933
Ostermann, F.O., Huang, H., Andrienko, G., Andrienko, N., Capineri, C., Farkas, K. … Purves, R.S. EXTRACTING AND COMPARING PLACES USING GEO-SOCIAL MEDIA.doi:10.5194/isprsannals-ii-3-w5-311-2015
Andrienko, N. and Andrienko, G. A Framework for Using Coordinated Displays for the Analysis of Multidimensional, Spatial, and Temporal Data. doi:10.1007/978-3-540-34238-0_16

Journal articles (167)

Andrienko, N. and Andrienko, G. (2025). Geovisualization: past, present, and future. International Journal of Cartography pp. 1–11. doi:10.1080/23729333.2025.2475410.
[publisher’s website]
Peng, L., Lin, Z., Andrienko, N., Andrienko, G. and Chen, S. (2025). Contextualized visual analytics for multivariate events. Visual Informatics pp. 100234–100234. doi:10.1016/j.visinf.2025.100234.
[publisher’s website]
Andrienko, G., Andrienko, N. and Hecker, D. (2024). Topic modelling for spatial insights: Uncovering space use from movement data. Computers & Graphics, 122, pp. 103989–103989. doi:10.1016/j.cag.2024.103989.
[publisher’s website]
Mokbel, M., Sakr, M., Xiong, L., Züfle, A., Almeida, J., Anderson, T. … Zimányi, E. (2024). Mobility Data Science: Perspectives and Challenges. ACM Transactions on Spatial Algorithms and Systems, 10(2), pp. 1–35. doi:10.1145/3652158.
[publisher’s website]
Andrienko, N., Andrienko, G., Artikis, A., Mantenoglou, P. and Rinzivillo, S. (2024). Human-in-the-Loop: Visual Analytics for Building Models Recognizing Behavioral Patterns in Time Series. IEEE Computer Graphics and Applications, 44(3), pp. 14–29. doi:10.1109/mcg.2024.3379851.
[publisher’s website]
Shirato, G., Andrienko, N. and Andrienko, G. (2023). Exploring and visualizing temporal relations in multivariate time series. Visual Informatics, 7(4), pp. 57–72. doi:10.1016/j.visinf.2023.09.001.
[publisher’s website]
Andrienko, N. and Andrienko, G. (2023). It's about Time: Analytical Time Periodization. Computer Graphics Forum, 42(6). doi:10.1111/cgf.14845.
[publisher’s website]
Andrienko, N., Andrienko, G. and Shirato, G. (2023). Episodes and Topics in Multivariate Temporal Data. Computer Graphics Forum, 42(6). doi:10.1111/cgf.14926.
[publisher’s website]
Adilova, L., Kamp, M., Andrienko, G. and Andrienko, N. (2023). Re-interpreting rules interpretability. International Journal of Data Science and Analytics. doi:10.1007/s41060-023-00398-5.
Conrow, L., Fu, C., Huang, H., Andrienko, N., Andrienko, G. and Weibel, R. (2023). A conceptual framework for developing dashboards for big mobility data. Cartography and Geographic Information Science. doi:10.1080/15230406.2023.2190164.
Shirato, G., Andrienko, N. and Andrienko, G. (2023). Identifying, exploring, and interpreting time series shapes in multivariate time intervals. Visual Informatics, 7(1), pp. 77–91. doi:10.1016/j.visinf.2023.01.001.
[publisher’s website]
Elzen, S.V.D., Andrienko, G., Andrienko, N., Fisher, B.D., Martins, R.M., Peltonen, J. … Verleysen, M. (2023). The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. IEEE Computer Graphics and Applications, 43(2), pp. 78–88. doi:10.1109/mcg.2023.3237286.
[publisher’s website]
Andrienko, N., Andrienko, G., Chen, S. and Fisher, B. (2022). Seeking Patterns of Visual Pattern Discovery for Knowledge Building. Computer Graphics Forum, 41(6), pp. 124–148. doi:10.1111/cgf.14515.
[publisher’s website]
Andrienko, G., Andrienko, N., Garcia, J.M.C., Hecker, D. and Vouros, G.A. (2022). Supporting Visual Exploration of Iterative Job Scheduling. IEEE Computer Graphics and Applications, 42(3), pp. 74–86. doi:10.1109/mcg.2022.3163437.
[publisher’s website]
Sun, Y., Li, J., Chen, S., Andrienko, G., Andrienko, N. and Zhang, K. (2022). A learning-based approach for efficient visualization construction. Visual Informatics, 6(1), pp. 14–25. doi:10.1016/j.visinf.2022.01.001.
[publisher’s website]
Andrienko, N., Andrienko, G., Adilova, L. and Wrobel, S. (2022). Visual Analytics for Human-Centered Machine Learning. IEEE Computer Graphics and Applications, 42(1), pp. 123–133. doi:10.1109/mcg.2021.3130314.
[publisher’s website]
Nanni, M., Andrienko, G., Barabási, A.-.L., Boldrini, C., Bonchi, F., Cattuto, C. … Vespignani, A. (2021). Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics and Information Technology, 23(S1), pp. 1–6. doi:10.1007/s10676-020-09572-w.
[publisher’s website]
Tominski, C., Andrienko, G., Andrienko, N., Bleisch, S., Fabrikant, S.I., Mayr, E. … Skupin, A. (2021). Toward flexible visual analytics augmented through smooth display transitions. Visual Informatics, 5(3), pp. 28–38. doi:10.1016/j.visinf.2021.06.004.
[publisher’s website]
Sîrbu, A., Andrienko, G., Andrienko, N., Boldrini, C., Conti, M., Giannotti, F. … Sharma, R. (2021). Correction to: Human migration: the big data perspective. International Journal of Data Science and Analytics, 12(1), pp. 77–77. doi:10.1007/s41060-021-00260-6.
[publisher’s website]
Sîrbu, A., Andrienko, G., Andrienko, N., Boldrini, C., Conti, M., Giannotti, F. … Sharma, R. (2021). Human migration: the big data perspective. International Journal of Data Science and Analytics, 11(4), pp. 341–360. doi:10.1007/s41060-020-00213-5.
[publisher’s website]
Andrienko, G., Andrienko, N., Boldrini, C., Caldarelli, G., Cintia, P., Cresci, S. … Trasarti, R. (2021). (So) Big Data and the transformation of the city. International Journal of Data Science and Analytics, 11(4), pp. 311–340. doi:10.1007/s41060-020-00207-3.
[publisher’s website]
Andrienko, N., Andrienko, G., Miksch, S., Schumann, H. and Wrobel, S. (2021). A theoretical model for pattern discovery in visual analytics. Visual Informatics, 5(1), pp. 23–42. doi:10.1016/j.visinf.2020.12.002.
[publisher’s website]
Chen, S., Andrienko, N., Andrienko, G., Li, J. and Yuan, X. (2021). Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams. IEEE Transactions on Visualization and Computer Graphics, 27(2), pp. 1612–1622. doi:10.1109/tvcg.2020.3030411.
[publisher’s website]
Andrienko, G., Andrienko, N., Kureshi, I., Lee, K., Smith, I. and Staykova, T. (2021). Automating and utilising equal-distribution data classification. International Journal of Cartography, 7(1), pp. 100–115. doi:10.1080/23729333.2020.1863000.
[publisher’s website]
Liu, S., Andrienko, G., Wu, Y., Cao, N., Jiang, L., Shi, C. … Hong, S. (2021). Steering data quality with visual analytics: The complexity challenge (vol 2, pg 191, 2018). VISUAL INFORMATICS, 5(1), pp. 44–44.
Andrienko, N., Andrienko, G., Camossi, E., Claramunt, C., Cordero Garcia, J.M., Fuchs, G. … Vouros, G. (2021). Visual Exploration of Movement and Event Data with Interactive Time Masks (vol 1, pg 25, 2017). VISUAL INFORMATICS, 5(1), pp. 43–43.
Liu, F., Andrienko, G., Andrienko, N., Chen, S., Janssens, D., Wets, G. … Theodoridis, Y. (2020). Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches. Journal of Geovisualization and Spatial Analysis, 4(2). doi:10.1007/s41651-020-00057-4.
[publisher’s website]
Chen, S., Andrienko, N., Andrienko, G., Adilova, L., Barlet, J., Kindermann, J. … Turkay, C. (2020). LDA Ensembles for Interactive Exploration and Categorization of Behaviors. IEEE Transactions on Visualization and Computer Graphics, 26(9), pp. 2775–2792. doi:10.1109/tvcg.2019.2904069.
[publisher’s website]
Ceneda, D., Andrienko, N., Andrienko, G., Gschwandtner, T., Miksch, S., Piccolotto, N. … Tominski, C. (2020). Guide Me in Analysis: A Framework for Guidance Designers. Computer Graphics Forum, 39(6), pp. 269–288. doi:10.1111/cgf.14017.
[publisher’s website]
Chen, S., Li, J., Andrienko, G., Andrienko, N., Wang, Y., Nguyen, P.H. … Turkay, C. (2020). Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling. IEEE Transactions on Visualization and Computer Graphics, 26(7), pp. 2499–2516. doi:10.1109/tvcg.2018.2889054.
[publisher’s website]
Andrienko, N. and Andrienko, G. (2020). Spatio-temporal visual analytics: a vision for 2020s. Journal of Spatial Information Science, (20). doi:10.5311/josis.2020.20.661.
[publisher’s website]
Li, J., Chen, S., Chen, W., Andrienko, G. and Andrienko, N. (2020). Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time. IEEE Transactions on Visualization and Computer Graphics, 26(4), pp. 1789–1806. doi:10.1109/tvcg.2018.2882449.
[publisher’s website]
Nanni, M., Andrienko, G., Barabàsi, A.L., Boldrini, C., Bonchi, F., Cattuto, C. … Vespignani, A. (2020). Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Transactions on Data Privacy, 13(1), pp. 61–66.
Nguyen, P.H., Henkin, R., Chen, S., Andrienko, N., Andrienko, G., Thonnard, O. … Turkay, C. (2020). VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. IEEE Transactions on Visualization and Computer Graphics, 26(1), pp. 77–86. doi:10.1109/tvcg.2019.2934609.
[publisher’s website]
Nanni, M., Andrienko, G., Barabasi, A.-.L., Boldrini, C., Bonchi, F., Cattuto, C. … Vespignani, A. (2020). Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. TRANSACTIONS ON DATA PRIVACY, 13(1), pp. 61–66.
Vouros, G.A., Santipantakis, G.M., Doulkeridis, C., Vlachou, A., Andrienko, G., Andrienko, N. … Martinez, M.G. (2019). The datAcron Ontology for the Specification of Semantic Trajectories. Journal on Data Semantics. doi:10.1007/s13740-019-00108-0.
Nguyen, P.H., Turkay, C., Andrienko, G., Andrienko, N., Thonnard, O. and Zouaoui, J. (2019). Understanding User Behaviour through Action Sequences: From the Usual to the Unusual. IEEE Transactions on Visualization and Computer Graphics, 25(9), pp. 2838–2852. doi:10.1109/tvcg.2018.2859969.
[publisher’s website]
Li, J., Chen, S., Zhang, K., Andrienko, G. and andrienko, N. (2019). COPE: Interactive Exploration of Co-Occurrence Patterns in Spatial Time Series. IEEE Transactions on Visualization and Computer Graphics, 25(8), pp. 2554–2567. doi:10.1109/tvcg.2018.2851227.
[publisher’s website]
Andrienko, N., Andrienko, G., Patterson, F. and Stange, H. (2019). Visual Analysis of Place Connectedness by Public Transport. IEEE Transactions on Intelligent Transportation Systems pp. 1–13. doi:10.1109/tits.2019.2924796.
Dunkel, A., Andrienko, G., Andrienko, N., Burghardt, D., Hauthal, E. and Purves, R. (2019). A conceptual framework for studying collective reactions to events in location-based social media. International Journal of Geographical Information Science, 33(4), pp. 780–804. doi:10.1080/13658816.2018.1546390.
[publisher’s website]
Andrienko, N., Andrienko, G., Garcia, J.M.C. and Scarlatti, D. (2019). Analysis of Flight Variability: a Systematic Approach. IEEE Transactions on Visualization and Computer Graphics, 25(1), pp. 54–64. doi:10.1109/tvcg.2018.2864811.
[publisher’s website]
Liu, S., Andrienko, G., Wu, Y., Cao, N., Jiang, L., Shi, C. … Hong, S. (2018). Steering data quality with visual analytics: The complexity challenge. Food Science and Human Wellness, 2(4), pp. 191–197. doi:10.1016/j.visinf.2018.12.001.
Andrienko, N., Lammarsch, T., Andrienko, G., Fuchs, G., Keim, D., Miksch, S. … Rind, A. (2018). Viewing Visual Analytics as Model Building. Computer Graphics Forum, 37(6), pp. 275–299. doi:10.1111/cgf.13324.
[publisher’s website]
Markovic, N., Sekula, P., Vander Laan, Z., Andrienko, G. and Andrienko, N. (2018). Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study. IEEE Transactions on Intelligent Transportation Systems pp. 1–12. doi:10.1109/TITS.2018.2843298.
Shurkhovetskyy, G., Andrienko, N., Andrienko, G. and Fuchs, G. (2018). Data Abstraction for Visualizing Large Time Series. Computer Graphics Forum, 37(1), pp. 125–144. doi:10.1111/cgf.13237.
[publisher’s website]
Andrienko, N. and Andrienko, G. (2018). State Transition Graphs for Semantic Analysis of Movement Behaviours. Information Visualization, 17(1), pp. 41–65. doi:10.1177/1473871617692841.
[publisher’s website]
Andrienko, G., Andrienko, N., Fuchs, G. and Garcia, J.M.C. (2018). Clustering Trajectories by Relevant Parts for Air Traffic Analysis. IEEE Transactions on Visualization and Computer Graphics, 24(1), pp. 34–44. doi:10.1109/tvcg.2017.2744322.
[publisher’s website]
Stein, M., Janetzko, H., Lamprecht, A., Breitkreutz, T., Zimmermann, P., Goldlucke, B. … Keim, D.A. (2018). Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis. IEEE Transactions on Visualization and Computer Graphics, 24(1), pp. 13–22. doi:10.1109/tvcg.2017.2745181.
[publisher’s website]
Vrotsou, K., Fuchs, G., Andrienko, N. and Andrienko, G. (2017). An Interactive Approach for Exploration of Flows Through Direction-Based Filtering. Journal of Geovisualization and Spatial Analysis, 1(1-2). doi:10.1007/s41651-017-0001-7.
[publisher’s website]
Andrienko, G., Andrienko, N., Budziak, G., Dykes, J., Fuchs, G., von Landesberger, T. … Weber, H. (2017). Visual analysis of pressure in football. Data Mining and Knowledge Discovery, 31(6), pp. 1793–1839. doi:10.1007/s10618-017-0513-2.
[publisher’s website]
Çöltekin, A., Bleisch, S., Andrienko, G. and Dykes, J. (2017). Persistent challenges in geovisualization – a community perspective. International Journal of Cartography, 3(sup1), pp. 115–139. doi:10.1080/23729333.2017.1302910.
[publisher’s website]
Andrienko, G., Andrienko, N., Fuchs, G. and Wood, J. (2017). Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data. IEEE Transactions on Visualization and Computer Graphics, 23(9), pp. 2120–2136. doi:10.1109/tvcg.2016.2616404.
[publisher’s website]
Andrienko, G., Andrienko, N., Chen, W., Maciejewski, R. and Zhao, Y. (2017). Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions. IEEE Transactions on Intelligent Transportation Systems, 18(8), pp. 2232–2249. doi:10.1109/tits.2017.2683539.
[publisher’s website]
Andrienko, G., Andrienko, N., Chen, W., Maciejewski, R. and Zhao, Y. (2017). Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS. IEEE Transactions on Intelligent Transportation Systems, 18(8), pp. 2229–2231. doi:10.1109/tits.2017.2724764.
[publisher’s website]
Sacha, D., Al‐Masoudi, F., Stein, M., Schreck, T., Keim, D.A., Andrienko, G. … Janetzko, H. (2017). Dynamic Visual Abstraction of Soccer Movement. Computer Graphics Forum, 36(3), pp. 305–315. doi:10.1111/cgf.13189.
[publisher’s website]
Andrienko, G., Gunopulos, D., Ioannidis, Y., Kalogeraki, V., Katakis, I., Morik, K. … Verscheure, O. (2017). Mining Urban Data (Part C). Information Systems, 64, pp. 219–220. doi:10.1016/j.is.2016.09.003.
[publisher’s website]
Andrienko, N., Andrienko, G., Camossi, E., Claramunt, C., Cordero Garcia, J.M., Fuchs, G. … Vouros, G. (2017). Visual exploration of movement and event data with interactive time masks. Visual Informatics, 1(1), pp. 25–39. doi:10.1016/j.visinf.2017.01.004.
[publisher’s website]
Andrienko, G., Liu, S., Stasko, J., Elmqvist, N., Lee, B., Ma, K.-.L. … Roerdink, J. (2017). Preface. IEEE Transactions on Visualization and Computer Graphics, 23(1), pp. xi–xv. doi:10.1109/tvcg.2016.2599300.
[publisher’s website]
Andrienko, G., Andrienko, N. and Weibel, R. (2017). Geographic Data Science. IEEE Computer Graphics and Applications, 37(5), pp. 15–17. doi:10.1109/mcg.2017.3621219.
[publisher’s website]
Claramunt, C., Ray, C., Salmon, L., Camossi, E., Hadzagic, M., Jousselme, A.L. … Vouros, G.A. (2017). Maritime data integration and analysis: Recent progress and research challenges. Advances in Database Technology - EDBT, 2017-March, pp. 192–197. doi:10.5441/002/edbt.2017.18.
Brodkorb, F., Kuijper, A., Andrienko, G., Andrienko, N. and von Landesberger, T. (2016). Overview with details for exploring geo-located graphs on maps. Information Visualization, 15(3), pp. 214–237. doi:10.1177/1473871615597077.
[publisher’s website]
Andrienko, G., Gunopulos, D., Ioannidis, Y., Kalogeraki, V., Katakis, I., Morik, K. … Verscheure, O. (2016). Mining Urban Data (Part B). Information Systems, 57, pp. 75–76. doi:10.1016/j.is.2016.01.001.
[publisher’s website]
Andrienko, N., Andrienko, G. and Rinzivillo, S. (2016). Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Information Systems, 57, pp. 172–194. doi:10.1016/j.is.2015.08.007.
[publisher’s website]
Andrienko, N., Andrienko, G., Fuchs, G. and Jankowski, P. (2016). Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces. Information Visualization, 15(2), pp. 117–153. doi:10.1177/1473871615581216.
[publisher’s website]
von Landesberger, T., Brodkorb, F., Roskosch, P., Andrienko, N., Andrienko, G. and Kerren, A. (2016). MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering. IEEE Transactions on Visualization and Computer Graphics, 22(1), pp. 11–20. doi:10.1109/tvcg.2015.2468111.
[publisher’s website]
Andrienko, G., Andrienko, N. and Fuchs, G. (2016). Understanding movement data quality. Journal of Location Based Services, 10(1), pp. 31–46. doi:10.1080/17489725.2016.1169322.
[publisher’s website]
Andrienko, G., Andrienko, N., Ryumkin, A., Ryumkin, V., Kravchenko, G., Tyabaev, E. … Trofimova, S. (2016). Exploration and refinement of regression tree models with interactive maps and spatial data transformations. International Journal of Cartography, 2(1), pp. 59–76. doi:10.1080/23729333.2016.1184551.
[publisher’s website]
Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J., Robinson, A. and Schumann, H. (2016). GeoVisual analytics: interactivity, dynamics, and scale. Cartography and Geographic Information Science, 43(1), pp. 1–2. doi:10.1080/15230406.2016.1095006.
[publisher’s website]
(2016). Message from the VIS Paper Chairs and Guest Editors. IEEE Transactions on Visualization and Computer Graphics, 22(1), pp. xi–xv. doi:10.1109/tvcg.2015.2468793.
[publisher’s website]
Andrienko, G., Andrienko, N., Budziak, G., von Landesberger, T. and Weber, H. (2016). Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football. pp. 27–31. doi:10.1007/978-3-319-46131-1_6.
[publisher’s website]
Andrienko, N., Andrienko, G. and Rinzivillo, S. (2016). Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics. pp. 32–35. doi:10.1007/978-3-319-46131-1_7.
[publisher’s website]
Buchmüller, J., Janetzko, H., Andrienko, G., Andrienko, N., Fuchs, G. and Keim, D.A. (2015). Visual Analytics for Exploring Local Impact of Air Traffic. Computer Graphics Forum, 34(3), pp. 181–190. doi:10.1111/cgf.12630.
[publisher’s website]
Andrienko, N., Andrienko, G. and Rinzivillo, S. (2015). Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. ISPRS International Journal of Geo-Information, 4(2), pp. 591–606. doi:10.3390/ijgi4020591.
[publisher’s website]
Fuchs, G., Stange, H., Samiei, A., Andrienko, G. and Andrienko, N. (2015). A semi-supervised method for topic extraction from micro postings. it - Information Technology, 57(1), pp. 49–56. doi:10.1515/itit-2014-1078.
[publisher’s website]
Vrotsou, K., Janetzko, H., Navarra, C., Fuchs, G., Spretke, D., Mansmann, F. … Andrienko, G. (2015). SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories. IEEE Transactions on Visualization and Computer Graphics, 21(1), pp. 107–121. doi:10.1109/tvcg.2014.2337333.
[publisher’s website]
Andrienko, N., Andrienko, G., Fuchs, G. and Jankowski, P. (2015). Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data. pp. 254–258. doi:10.1007/978-3-319-23461-8_25.
[publisher’s website]
Andrienko, N., Andrienko, G., Fuchs, G., Rinzivillo, S. and Betz, H.-.D. (2015). Real Time Detection and Tracking of Spatial Event Clusters. pp. 316–319. doi:10.1007/978-3-319-23461-8_38.
[publisher’s website]
Andrienko, G. and Andrienko, N. (2015). Visualization Support to Interactive Cluster Analysis. pp. 337–340. doi:10.1007/978-3-319-23461-8_43.
[publisher’s website]
Andrienko, G., Fabrikant, S.I., Griffin, A.L., Dykes, J. and Schiewe, J. (2014). GeoViz: interactive maps that help people think. International Journal of Geographical Information Science, 28(10), pp. 2009–2012. doi:10.1080/13658816.2014.937719.
[publisher’s website]
Andrienko, N., Andrienko, G., Fuchs, G. and Stange, H. (2014). Detecting and tracking dynamic clusters of spatial events. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST) pp. 219–220. doi:10.1109/vast.2014.7042499.
[publisher’s website]
Andrienko, N., Andrienko, G. and Fuchs, G. (2014). Analysis of mobility behaviors in geographic and semantic spaces. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST) pp. 341–342. doi:10.1109/vast.2014.7042556.
[publisher’s website]
Hurter, C., Alligier, R., Gianazza, D., Puechmorel, S., Andrienko, G. and Andrienko, N. (2014). Wind parameters extraction from aircraft trajectories. Computers, Environment and Urban Systems, 47, pp. 28–43. doi:10.1016/j.compenvurbsys.2014.01.005.
[publisher’s website]
Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.-.J. and Schumann, H. (2014). GeoVisual analytics, time to focus on time. Information Visualization, 13(3), pp. 187–189. doi:10.1177/1473871613487091.
[publisher’s website]
Straumann, R.K., Çöltekin, A. and Andrienko, G. (2014). Towards (Re)Constructing Narratives from Georeferenced Photographs through Visual Analytics. The Cartographic Journal, 51(2), pp. 152–165. doi:10.1179/1743277414y.0000000079.
[publisher’s website]
Liebig, T., Andrienko, G. and Andrienko, N. (2014). Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data. Journal of Urban Technology, 21(2), pp. 27–37. doi:10.1080/10630732.2014.888215.
[publisher’s website]
Leonardi, L., Orlando, S., Raffaetà, A., Roncato, A., Silvestri, C., Andrienko, G. … Andrienko, N. (2014). A general framework for trajectory data warehousing and visual OLAP. GeoInformatica, 18(2), pp. 273–312. doi:10.1007/s10707-013-0181-3.
[publisher’s website]
Andrienko, N., Andrienko, G., Barrett, L., Dostie, M. and Henzi, P. (2013). Space Transformation for Understanding Group Movement. IEEE Transactions on Visualization and Computer Graphics, 19(12), pp. 2169–2178. doi:10.1109/tvcg.2013.193.
[publisher’s website]
Ellersiek, T., Andrienko, G., Andrienko, N., Hecker, D., Stange, H. and Mueller, M. (2013). Using Bluetooth to track mobility patterns. Proceedings of the Fifth ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness pp. 1–7. doi:10.1145/2533810.2533813.
[publisher’s website]
von Landesberger, T., Andrienko, G., Andrienko, N., Bremm, S., Kirschner, M., Wesarg, S. … Kuijper, A. (2013). Opening up the “black box” of medical image segmentation with statistical shape models. The Visual Computer, 29(9), pp. 893–905. doi:10.1007/s00371-013-0852-y.
[publisher’s website]
Burch, M., Andrienko, G., Andrienko, N., Hoferlin, M., Raschke, M. and Weiskopf, D. (2013). Visual task solution strategies in tree diagrams. 2013 IEEE Pacific Visualization Symposium (PacificVis) pp. 169–176. doi:10.1109/pacificvis.2013.6596142.
[publisher’s website]
Parent, C., Spaccapietra, S., Renso, C., Andrienko, G., Andrienko, N., Bogorny, V. … Yan, Z. (2013). Semantic trajectories modeling and analysis. ACM Computing Surveys, 45(4).
Andrienko, G., Andrienko, N., Bosch, H., Ertl, T., Fuchs, G., Jankowski, P. … Thom, D. (2013). Thematic patterns in georeferenced tweets through space-time visual analytics. Computing in Science and Engineering, 15(3), pp. 72–82.
Andrienko, N. and Andrienko, G. (2013). A visual analytics framework for spatio-temporal analysis and modelling. Data Mining and Knowledge Discovery, 27(1), pp. 55–83.
Andrienko, G., Andrienko, N., Hurter, C., Rinzivillo, S. and Wrobel, S. (2013). Scalable analysis of movement data for extracting and exploring significant places. IEEE Transactions on Visualization and Computer Graphics, 19(7), pp. 1078–1094.
Andrienko, N. and Andrienko, G. (2013). Visual analytics of movement: An overview of methods, tools and procedures. Information Visualization, 12(1), pp. 3–24.
Pratesi, F., Monreale, A., Wang, H., Rinzivillo, S., Pedreschi, D., Andrienko, G. … Andrienko, N. (2013). Privacy-aware distributed mobility data analytics. 21st Italian Symposium on Advanced Database Systems, SEBD 2013 pp. 329–342.
Andrienko, N., Andrienko, G., Stange, H., Liebig, T. and Hecker, D. (2012). Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. Künstliche Intelligenz, 26(3), pp. 241–241. doi:10.1007/s13218-.
Andrienko, N., Andrienko, G., Stange, H., Liebig, T. and Hecker, D. (2012). Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. KI - Künstliche Intelligenz, 26(3), pp. 241–251. doi:10.1007/s13218-012-0177-4.
[publisher’s website]
Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Politz, C. (2012). Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE Transactions on Visualization and Computer Graphics, 18(5), pp. 675–688. doi:10.1109/tvcg.2011.153.
[publisher’s website]
Tominski, C., Schumann, H., Andrienko, G. and Andrienko, N. (2012). Stacking-based visualization of trajectory attribute data. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2565–2574.
Andrienko, G., Andrienko, N., Burch, M. and Weiskopf, D. (2012). Visual analytics methodology for eye movement studies. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2889–2898.
Pelekis, N., Andrienko, G., Andrienko, N., Kopanakis, I., Marketos, G. and Theodoridis, Y. (2012). Visually exploring movement data via similarity-based analysis. Journal of Intelligent Information Systems, 38(2), pp. 343–391.
Ooms, K., Andrienko, G., Andrienko, N., De Maeyer, P. and Fack, V. (2012). Analysing the spatial dimension of eye movement data using a visual analytic approach. Expert Systems with Applications, 39(1), pp. 1324–1332.
Adrienko, N. and Adrienko, G. (2011). Spatial Generalization and Aggregation of Massive Movement Data. IEEE Transactions on Visualization and Computer Graphics, 17(2), pp. 205–219. doi:10.1109/tvcg.2010.44.
[publisher’s website]
Andrienko, G.L., Dykes, J., Jiang, B. and Schiewe, J. (2011). GeoViz - Linking Geovisualization with Spatial Analysis and Modelling. Cartographica, 46, pp. 209–210.
Scheepens, R., Willems, N., Van De Wetering, H., Andrienko, G., Andrienko, N. and Van Wijk, J.J. (2011). Composite density maps for multivariate trajectories. IEEE Transactions on Visualization and Computer Graphics, 17(12), pp. 2518–2527.
Andrienko, G., Andrienko, N. and Heurich, M. (2011). An event-based conceptual model for context-aware movement analysis. International Journal of Geographical Information Science, 25(9), pp. 1347–1370.
Andrienko, G., Andrienko, N., Keim, D., MacEachren, A.M. and Wrobel, S. (2011). Challenging problems of geospatial visual analytics. Journal of Visual Languages and Computing, 22(4), pp. 251–256.
Andrienko, G., Andrienko, N., Bak, P., Keim, D., Kisilevich, S. and Wrobel, S. (2011). A conceptual framework and taxonomy of techniques for analyzing movement. Journal of Visual Languages and Computing, 22(3), pp. 213–232.
Raffaetà, A., Leonardi, L., Marketos, G., Andrienko, G., Andrienko, N., Frentzos, E. … Silvestri, C. (2011). Visual mobility analysis using T-warehouse. International Journal of Data Warehousing and Mining, 7(1), pp. 1–23.
Weiskopf, D., Andrienko, G., Andrienko, N. and Bak, P. (2010). Visuelle Bewegungsanalyse in Video- und Geodaten. Informatik-Spektrum, 33(6), pp. 580–588. doi:10.1007/s00287-010-0490-y.
[publisher’s website]
Dykes, J., Andrienko, G., Andrienko, N., Paelke, V. and Schiewe, J. (2010). Editorial - GeoVisualization and the Digital City. Computers, Environment and Urban Systems, 34(6), pp. 443–451. doi:10.1016/j.compenvurbsys.2010.09.001.
Andrienko, G., Andrienko, N., Demsar, U., Dransch, D., Dykes, J., Fabrikant, S.I. … Tominski, C. (2010). Space, time and visual analytics. International Journal of Geographical Information Science, 24(10), pp. 1577–1600. doi:10.1080/13658816.2010.508043.
Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.-.J. and Schumann, H. (2010). GeoVA(t) – Geospatial Visual Analytics: Focus on Time. International Journal of Geographical Information Science, 24(10), pp. 1453–1457. doi:10.1080/13658816.2010.519147.
[publisher’s website]
Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J. and Schumann, H. (2010). GeoVA(t) - Geospatial visual analytics: Focus on time. Journal of Location Based Services, 4(3), pp. 141–146.
Weiskopf, D., Andrienko, G., Andrienko, N. and Bak, P. (2010). Visual movement analysis in video and geo data. Informatik-Spektrum, 33(6), pp. 580–588.
Jankowski, P., Andrienko, N., Andrienko, G. and Kisilevich, S. (2010). Discovering Landmark Preferences and Movement Patterns from Photo Postings. Transactions in GIS, 14(6), pp. 833–852.
Andrienko, G., Andrienko, N., Dykes, J., Kraak, M.J. and Schumann, H. (2010). Geova(t) - geospatial visual analytics: Focus on time special issue of the international cartographic association commission on geovisualization. International Journal of Geographical Information Science, 24(10), pp. 1453–1457.
Andrienko, G., Andrienko, N., Bak, P., Bremm, S., Keim, D., von Landesberger, T. … Schreck, T. (2010). A framework for using self-organising maps to analyse spatiotemporal patterns, exemplified by analysis of mobile phone usage. Journal of Location Based Services, 4(3), pp. 200–221.
Monreale, A., Andrienko, G., Andrienko, N., Giannotti, F., Pedreschi, D., Rinzivillo, S. … Wrobel, S. (2010). Movement data anonymity through generalization. Transactions on Data Privacy, 3(2), pp. 91–121.
Andrienko, G., Andrienko, N., Bremm, S., Schreck, T., Von Landesberger, T., Bak, P. … Keim, D. (2010). Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns. Computer Graphics Forum, 29(3), pp. 913–922.
Andrienko, G. and Andrienko, N. (2010). A general framework for using aggregation in visual exploration of movement data. Cartographic Journal, 47(1), pp. 22–40.
Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. (2009). Analysis of community-contributed space- and time-referenced data by example of panoramio photos. VMV 2009 - Proceedings of the Vision, Modeling, and Visualization Workshop 2009 pp. 323–329.
Andrienko, G., Andrienko, N., Jankowski, P. and Kraak, M.J. (2009). Special issue: Geospatial visual analytics. Cartography and Geographic Information Science, 36(3), pp. 223–224.
Andrienko, G., Andrienko, N., Dykes, J., Fabrikant, S.I. and Wachowicz, M. (2008). Geovisualization of Dynamics, Movement and Change: Key Issues and Developing Approaches in Visualization Research. Information Visualization, 7(3-4), pp. 173–180. doi:10.1057/ivs.2008.23.
[publisher’s website]
Rinzivillo, S., Pedreschi, D., Nanni, M., Giannotti, F., Andrienko, N. and Andrienko, G. (2008). Visually driven analysis of movement data by progressive clustering. Information Visualization, 7(3-4), pp. 225–239.
Fabrikant, S.I., Rebich-Hespanha, S., Andrienko, N., Andrienko, G. and Montello, D.R. (2008). Novel method to measure inference affordance in static small-multiple map displays representing dynamic processes. Cartographic Journal, 45(3), pp. 201–215.
Andrienko, G., Andrienko, N. and Bartling, U. (2008). Visual analytics approach to user-controlled evacuation scheduling. Information Visualization, 7(1), pp. 89–103.
Andrienko, G., Andrienko, N., Kopanakis, I., Ligtenberg, A. and Wrobel, S. (2008). Visual Analytics Methods for Movement Data. pp. 375–410. doi:10.1007/978-3-540-75177-9_14.
[publisher’s website]
Andrienko, N., Andrienko, G., Pelekis, N. and Spaccapietra, S. (2008). Basic Concepts of Movement Data. pp. 15–38. doi:10.1007/978-3-540-75177-9_2.
[publisher’s website]
Schuck, A. (2007). Towards A European Forest Information System. . doi:10.1163/ej.9789004161504.i-109.
[publisher’s website]
Burkhard, R.A., Andrienko, G., Andrienko, N., Dykes, J., Koutamanis, A., Kienreich, W. … Brodbeck, D. (2007). Visualization Summit 2007: Ten research goals for 2010. Information Visualization, 6(3), pp. 169–188.
Andrienko, N. and Andrienko, G. (2007). Intelligent visualisation and information presentation for civil crisis management. Transactions in GIS, 11(6), pp. 889–909.
Andrienko, G., Roberts, J.C. and Weaver, C. (2007). Fifth International Conference on Coordinated & Multiple Views in Exploratory Visualizaion CMV 2007: Preface. Proceedings - Fifth International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2007 pp. VII–VIII.
Andrienko, N. and Andrienko, G. (2007). Designing visual analytics methods for massive collections of movement data. Cartographica, 42(2), pp. 117–138.
Palenova, M., Korotkov, V., Chumachenko, S., Politov, D., Andrienko, G. and Andrienko, N. (2007). The use of simulation model FORRUS-S in the ecological management in forestry: Strategic and tactics planning. Scientia Forestalis/Forest Sciences, (73), pp. 73–89.
Andrienko, G., Andrienko, N., Jankowski, P., Keim, D., Kraak, M.J., MacEachren, A. … Wrobel, S. (2007). Geovisual analytics for spatial decision support: Setting the research agenda. International Journal of Geographical Information Science, 21(8), pp. 839–857.
Andrienko, G. and Andrienko, N. (2007). Extracting patterns of individual movement behaviour from a massive collection of tracked positions. CEUR Workshop Proceedings, 296, pp. 1–16.
Andrienko, G., Roberts, J.C. and Weaver, C. (2006). Proceedings: Fourth International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV 2006): Preface. Proceedings - Fourth International Conference on Coordinated and Multiple Views in Exploratory Visualization, CMV 2006, 2006.
Andrienko, G., Andrienko, N., Fischer, R., Mues, V. and Schuck, A. (2006). Reactions to geovisualization: An experience from a European project. International Journal of Geographical Information Science, 20(10), pp. 1149–1171.
Andrienko, G., Malerba, D., May, M. and Teisseire, M. (2006). Mining spatio-temporal data. Journal of Intelligent Information Systems, 27(3), pp. 187–190.
Chertov, O., Komarov, A., Mikhailov, A., Andrienko, G., Andrienko, N. and Gatalsky, P. (2005). Geovisualization of forest simulation modelling results: A case study of carbon sequestration and biodiversity. Computers and Electronics in Agriculture, 49(1), pp. 175–191.
Andrienko, G. and Andrienko, N. (2005). Blending aggregation and selection: Adapting parallel coordinates for the visualization of large datasets. Cartographic Journal, 42(1), pp. 49–60.
Schuck, A., Andrienko, G., Andrienko, N., Folving, S., Köhl, M., Miina, S. … Voss, H. (2005). The European Forest Information System - An Internet based interface between information providers and the user community. Computers and Electronics in Agriculture, 47(3), pp. 185–206.
Andrienko, N. and Andrienko, G. (2005). A Concept of an Intelligent Decision Support for Crisis Management in the OASIS project. pp. 669–682. doi:10.1007/3-540-27468-5_48.
[publisher’s website]
Gitis, V.G., Andrienko, G.L. and Andrienko, N.V. (2004). Exploration of seismological information in analytical Web GIS. Izvestiya, Physics of the Solid Earth, 40(3), pp. 216–225.
Andrienko, N. and Andrienko, G. (2004). Cumulative Curves for Exploration of Demographic Data: A Case Study of Northwest England. Computational Statistics, 19(1), pp. 9–28.
Andrienko, N., Andrienko, G. and Gatalsky, P. (2003). Exploratory spatio-temporal visualization: An analytical review. Journal of Visual Languages and Computing, 14(6), pp. 503–541.
Andrienko, G., Andrienko, N. and Gitis, V. (2003). Interactive maps for visual exploration of grid and vector geodata. ISPRS Journal of Photogrammetry and Remote Sensing, 57(5-6), pp. 380–389.
Andrienko, G., Andrienko, N. and Voss, H. (2003). GIS for Everyone. pp. 131–146. doi:10.1016/b978-008044201-3/50010-4.
[publisher’s website]
Andrienko, G., Andrienko, N. and Jankowski, P. (2003). Building Spatial Decision Support Tools for Individuals and Groups. Journal of Decision Systems, 12(2), pp. 193–208. doi:10.3166/jds.12.193-208.
[publisher’s website]
Andrienko, N., Andrienko, G., Voss, H., Bernardo, F., Hipolito, J. and Kretchmer, U. (2002). Testing the usability of interactive maps in commonGIS. Cartography and Geographic Information Science, 29(4), pp. 325–342.
Chertov, O., Komarov, A., Andrienko, G., Andrienko, N. and Gatalsky, P. (2002). Integrating forest simulation models and spatial - Temporal interactive visualisation for decision making at landscape level. Ecological Modelling, 148(1), pp. 47–65.
Fairbairn, D., Andrienko, G., Andrienko, N., Buziek, G. and Dykes, J. (2001). Representation and its relationship with cartographic visualization. Cartography and Geographic Information Science, 28(1), pp. 13–28.
Andrienko, N., Andrienko, G. and Gatalsky, P. (2001). Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics. Computational Statistics, 16(3), pp. 417–433.
Andrienko, N., Andrienko, G., Savinov, A., Voss, H. and Wettschereck, D. (2001). Exploratory analysis of spatial data using interactive maps and data mining. Cartography and Geographic Information Science, 28(3), pp. 151–165.
Jankowski, P., Andrienko, N. and Andrienko, G. (2001). Map-centred exploratory approach to multiple criteria spatial decision making. International Journal of Geographical Information Science, 15(2), pp. 101–127.
Andrienko, G. and Andrienko, N. (2001). Exploring spatial data with dominant attribute map and parallel coordinates. Computers, Environment and Urban Systems, 25(1), pp. 5–15.
Andrienko, N., Andrienko, G. and Gatalsky, P. (2000). Supporting visual exploration of object movement. Proceedings of the Workshop on Advanced Visual Interfaces pp. 217–220.
Andrienko, G.L. and Andrienko, N.V. (1999). Interactive maps for visual data exploration. International Journal of Geographical Information Science, 13(4), pp. 355–374.
Andrienko, G., Andrienko, N., Voss, H. and Carter, J. (1999). Internet mapping for dissemination of statistical information. Computers, Environment and Urban Systems, 23(6), pp. 425–441.
Andrienko, G.L. and Andrienko, N.V. (1998). Dynamic Categorization for Visual Study of Spatial Information. Programming and Computer Software, 24(3), pp. 108–115.
Andrienko, G.L. and Andrienko, N.V. (1997). Intelligent Cartographic Visualization for Supporting Data Exploration in the IRIS System. Programming and Computer Software, 23(5), pp. 268–281.
Andrienko, G.L. and Andrienko, N.V. (1996). Information Retrieval and Representation in a Multimedia System: A Knowledge-based Approach. Programming and Computer Software, 22(1), pp. 45–52.
Andrienko, G.L. and Andrienko, N.V. (1995). The design of information-analytical multimedia-systems based on knowledges. Problemy Upravleniya I Informatiki (Avtomatika), (5), pp. 160–172.
Andrienko, G. and Andrienko, N. Interactive Cumulative Curves for Exploratory Classification Maps. pp. 261–271. doi:10.1007/978-3-540-33236-7_20.
[publisher’s website]
Andrienko, G. and Andrienko, N. Multimodal Analytical Visualisation of Spatio-Temporal Data. pp. 327–346. doi:10.1007/978-3-540-36651-5_23.
[publisher’s website]

Poster

Moussavi, L., Slingsby, A. and Andrienko, G. Impact of Temporally Downsampling Movement Data on Interpretation. International Cartographic Association, 2022.

Other (6)

von Landesberger, T., Andrienko, G., Andrienko, N., Bremm, S., Kirschner, M., Wesarg, S. … Kuijper, A. (2013). Opening up the "black box" of medical image segmentation with statistical shape models.
Vrotsou, K., Andrienko, N., Andrienko, G. and Jankowski, P. (2011). Exploring city structure from georeferenced photos using graph centrality measures.
Pelekis, N., Andrienko, G., Andrienko, N., Kopanakis, I., Marketos, G. and Theodoridis, Y. (2011). Visually exploring movement data via similarity-based analysis.
Andrienko, G. and Andrienko, N. (2008). A visual analytics approach to exploration of large amounts of movement data.
Keim, D., Andrienko, G., Fekete, J.D., Görg, C., Kohlhammer, J. and Melançon, G. (2008). Visual analytics: Definition, process, and challenges.
Andrienko, G., Andrienko, N. and Gatalsky, P. (2004). Visual mining of spatial time series data.