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Professor Natalia Andrienko

Professor

School of Science & Technology Department of Computer Science

Contact details

About

Overview

Natalia Andrienko has been working at GMD, now Fraunhofer IAIS, since 1997. Since 2007, she is a lead scientist responsible for the visual analytics research. Since 2013, she is professor at City University London. She co-authored two monographs, ‘Exploratory Analysis of Spatial and Temporal Data’ (Springer, 2006) and “Visual Analytics of Movement” (Springer, 2013).

Natalia Andrienko received best paper awards at the AGILE 2006 and IEEE VAST 2011 and 2012 conferences, best poster awards at AGILE 2007 and ACM GIS 2011, and VAST challenge award 2008.

Publications

Featured publications

  1. Andrienko, G., Andrienko, N., Anzer, G., Bauer, P., Budziak, G., Fuchs, G.... Wrobel, S. (2021). Constructing Spaces and Times for Tactical Analysis in Football. IEEE Transactions on Visualization and Computer Graphics, 27(4), pp. 2280-2297. doi:10.1109/tvcg.2019.2952129

    [publisher’s website]

Publications by category

Books (2)

  • Andrienko, G., Andrienko, N., Bak, P., Keim, D. and Wrobel, S. (2013). Visual Analytics of Movement. Springer. ISBN 9783642375828.
  • Andrienko, N. and Andrienko, G. (2006). Exploratory Analysis of Spatial and Temporal Data. Springer Verlag. ISBN 9783540259947.

Chapters (23)

  • Kathirgamanathan, B., Cappuccio, E., Rinzivillo, S., Andrienko, G. and Andrienko, N. (2026). Developing Human-Centric Machine Learning Models for Temporal Data. Communications in Computer and Information Science (pp. 174-188). Springer Nature Switzerland. ISBN 9783032253040.
  • Cappuccio, E., Kathirgamanathan, B., Rinzivillo, S., Andrienko, G. and Andrienko, N. (2026). Generating Explanatory Rules for Temporal Data Using Prior Knowledge. Communications in Computer and Information Science (pp. 428-443). Springer Nature Switzerland. ISBN 9783032253071.
  • Landi, C., Andrienko, N. and Andrienko, G. (2026). Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-in-The-Loop Monitoring: A Case Study at the Ports of Brittany. Communications in Computer and Information Science (pp. 621-631). Springer Nature Switzerland. ISBN 9783032191045.
  • 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 9783031746260.
  • 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 9789811589829.
  • Andrienko, N. and Andrienko, G. (2021). Visual Analytics of Vessel Movement. Guide to Maritime Informatics (pp. 149-170). Springer International Publishing. ISBN 9783030618513.
  • 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 9783030451639.
  • 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. ISBN 9781107021716.
  • Hurter, C., Andrienko, G., Andrienko, N., Güting, R.H. and Sakr, M. (2013). Air Traffic Analysis. Mobility Data (pp. 240-258). Cambridge University Press. ISBN 9781107021716.
  • 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. ISBN 9781466621480.
  • Raffaetà, A., Leonard, L., Marketos, G., Andrienko, G., Andrienko, N., Silvestri, C.... Roncato, A. (2012). Visual Mobility Analysis Using T-Warehouse. Developments in Data Extraction Management and Analysis (pp. 1-22).
  • Purchase, H.C., Andrienko, N., Jankun-Kelly, T.J. and Ward, M. (2008). Theoretical foundations of information visualization. (pp. 46-64).
  • Prins, C.F.L. (2007). A European Forest Information System - The Way Forward. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. 95-104).
  • Prins, C.F.L. (2007). Towards a European Forest Information System European Forest Institute Research Report 20 Introduction. TOWARDS A EUROPEAN FOREST INFORMATION SYSTEM (pp. 1-+). ISBN 9789004161504.
  • 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).
  • 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 (93)

  • Andrienko, N., Andrienko, G., Beerepoot, I., Cibulski, L., Di Ciccio, C., Meroni, G.... von Landesberger, T. Seeing and Understanding Process Ecosystems: A Case Study on Conference Submission Handling. .doi:10.2312/eurova.20261000
  • Kathirgamanathan, B., Andrienko, G. and Andrienko, N. Going Beyond Model-Centric XAI towards Human-Centric Explanations. .doi:10.2312/eurova.20261012
  • Kathirgamanathan, B., Andrienko, G. and Andrienko, N. Rule vs. SHAP: Complementary Tools for Understanding and Verifying ML Models. .doi:10.1007/978-3-032-19105-2_39
  • Landi, C., Andrienko, N. and Andrienko, G. Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-In-The-Loop Monitoring. SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems.doi:10.1145/3748636.3762805
  • Jianu, R., Hutchinson, M., Andrienko, N., Andrienko, G., Elshehaly, M. and Slingsby, A. (2025). Mind-Mapping Data Analysis with LLMs: From Vision to First Steps. Computer Graphics and Visual Computing 11-12 September, Liverpool, UK.doi:10.2312/cgvc.20251221
  • 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
  • Andrienko, G., Andrienko, N., Drucker, S., Fekete, J.D., Fisher, D., Idreos, S.... Sharaf, M.A. Big data visualization and analytics: Future research challenges and emerging applications. .
  • Chen, S., Andrienko, G., Andrienko, N., Doulkeridis, C. and Koumparos, A. (2019). Contextualized Analysis of Movement Events. EuroVA 2019 – International EuroVis Workshop on Visual Analytics 3 June-, Porto, Portugal.doi:10.2312/eurova.20191124
  • Andrienko, N. and Andrienko, G. A concept of an intelligent decision support for crisis management in the oasis project. .doi:10.1007/3-540-27468-5_48
  • Buchmüller, J., Cakmak, E., Andrienko, N., Andrienko, G., Jolles, J.W. and Keim, D.A. Moving Together: Towards a Formalization of Collective Movement. .doi:10.2312/eurova.20191122
  • 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. Eighth SESAR Innovation Days 3-7 December, Salzburg, Austria.
  • Chen, S., Chen, S., Andrienko, N., Andrienko, G., Nguyen, P.H., Turkay, C.... Yuan, X. (2018). User Behavior Map: Visual Exploration for Cyber Security Session Data. 2018 IEEE Symposium on Visualization for Cyber Security (VizSec) 22 October.doi:10.1109/vizsec.2018.8709223
  • Andrienko, G. and Andrienko, N. 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. Exploring pressure in football. AVI '18: 2018 International Conference on Advanced Visual Interfaces.doi:10.1145/3206505.3206558
  • 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
  • Vouros, G., Doulkeridis, C., Santipantakis, G., Vlachou, A., Pelekis, N., Georgiou, H.... Cordero, J.M. Big data analytics for time critical maritime and aerial mobility forecasting. .doi:10.5441/002/edbt.2018.71
  • Li, J., Chen, S., Andrienko, G. and Andrienko, N. Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. .doi:10.2312/eurova.20181105
  • Vouros, G.A., Vlachou, A., Santipantakis, G., Doulkeridis, C., Pelekis, N., Georgiou, H.... Jousselme, A.-.L. Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. .doi:10.1007/978-3-319-90053-7_13
  • Santipantakis, G.M., Vouros, G.A., Doulkeridis, C., Vlachou, A., Andrienko, G., Andrienko, N.... Martinez, M.G. Specification of Semantic Trajectories Supporting Data Transformations for Analytics. Semantics2017: Semantics 2017 - 13th International Conference on Semantic Systems.doi:10.1145/3132218.3132225
  • Nguyen, P., Turkay, C., Andrienko, G., Andrienko, N. and Thonnard, O. (2017). A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. EuroVis Workshop on Visual Analytics 12-13 June, Barcelona, Spain.
  • MacFarlane, A., Buchanan, G., Al-Wabil, A., Andrienko, G. and Andrienko, N. Visual Analysis of Dyslexia on Search. CHIIR '17: Conference on Human Information Interaction and Retrieval.doi:10.1145/3020165.3022134
  • Fernández, E.C., Cordero, J.M., Vouros, G., Pelekis, N., Kravaris, T., Georgiou, H.... Ayhan, S. DART: A machine-learning approach to trajectory prediction and demand-capacity balancing. .
  • Kurzhals, K., Burch, M., Blascheck, T., Andrienko, G., Andrienko, N. and Weiskopf, D. A Task-Based View on the Visual Analysis of Eye-Tracking Data. .doi:10.1007/978-3-319-47024-5_1
  • Marcos, R., Toribio, D., Herranz, R., Garrigó, L., Alsina, N., Adrienko, N.... Blondiau, T. Visual analytics and machine learning for air traffic management performance modelling: Preliminary findings of the INTUIT project and prospects for future research. .
  • 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. Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach. .doi:10.1007/978-3-319-17551-5_2
  • 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, 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, 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., 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. Privacy-Preserving Distributed Movement Data Aggregation. .doi:10.1007/978-3-319-00615-4_13
  • Peca, I., Fuchs, G., Vrotsou, K., Andrienko, N. and Andrienko, G. Scalable Cluster Analysis of Spatial Events. .doi:10.2312/PE/EuroVAST/EuroVA12/019-023
  • Von Landesberger, T., Bremm, S., Andrienko, N., Andrienko, G. and Tekušová, M. Visual analytics methods for categoric spatio-temporal data. .
  • Vrotsou, K., Zhi, H., Peca, I., Andrienko, G. and Andrienko, N. Interactive exploration of events and presence of people in space and time through KD-photomap. .
  • Andrienko, G. and Andrienko, N. Privacy Issues in Geospatial Visual Analytics. .doi:10.1007/978-3-642-24198-7_16
  • Bremm, S., Von Landesberger, T., Andrienko, G., Andrienko, N. and Schreck, T. Interactive Analysis of Object Group Changes over Time. .doi:10.2312/PE/EuroVAST/EuroVA11/041-044
  • Stange, H., Liebig, T., Hecker, D., Andrienko, G. and Andrienko, N. Analytical workflow of monitoring human mobility in big event settings using bluetooth. .
  • Peca, I., Zhi, H., Vrotsou, K., Andrienko, N. and Andrienko, G. KD-photomap: Exploring photographs in space and time. .
  • Andrienko, G., Andrienko, N., Hurter, C., Rinzivillo, S. and Wrobel, S. From movement tracks through events to places: Extracting and characterizing significant places from mobility data. .
  • Jawad, A., Kersting, K. and Andrienko, N. Biological sequence analysis meets mobility mining. .
  • Jawad, A., Kersting, K. and Andrienko, N. Where traffic meets DNA: Mobility mining using biological sequence analysis revisited. .
  • Sakr, M., Andrienko, G., Behr, T., Andrienko, N., Güting, R.H. and Hurter, C. Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system. .
  • Vrotsou, K., Andrienko, N., Andrienko, G. and Jankowski, P. Exploring city structure from georeferenced photos using graph centrality measures. .
  • Andrienko, G. and Andrienko, N. Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube. .
  • Andrienko, G., Andrienko, N., Mladenov, M., Mock, M. and Pölitz, C. Discovering bits of place histories from people's activity traces. .
  • Kisilevich, S., Krstajic, M., Keim, D., Andrienko, N. and Andrienko, G. 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. Extracting events from spatial time series. .
  • Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. 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. Movement data anonymity through generalization. .
  • Andrienko, G., Andrienko, N., Rinzivillo, S., Nanni, M., Pedreschi, D. and Giannotti, F. Interactive visual clustering of large collections of trajectories. .
  • Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S. and Keim, D. Demo paper: Analysis of community-contributed space-and time-referenced data (example of Panoramio photos). .
  • Andrienko, G. and Andrienko, N. Visual analytics for geographic analysis, exemplified by different types of movement data. .
  • Andrienko, G. and Andrienko, N. Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets. .
  • Orellana, D., Wachowicz, M., Andrienko, N. and Andrienko, G. Uncovering interaction patterns in mobile outdoor gaming. .
  • Andrienko, G. and Andrienko, N. 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. A visual analytics toolkit for cluster-based classification of mobility data. .
  • Andrienko, N. and Andrienko, G. Supporting visual exploration of massive movement data. .
  • Andrienko, G., Andrienko, N. and Bartling, U. Interactive visual interfaces for evacuation planning. .
  • Andrienko, G. and Andrienko, N. Spatio-temporal aggregation for visual analysis of movements. .
  • Andrienko, N. and Andrienko, G. Evacuation trace mini challenge award: Tool integration analysis of movements with geospatial visual analytics toolkit. .
  • Andrienko, G. and Andrienko, N. A visual analytics approach to exploration of large amounts of movement data. .
  • Andrienko, G., Andrienko, N. and Bartling, U. Visual analytics approach to user-controlled evacuation scheduling. .
  • Andrienko, G. and Andrienko, N. Coordinated multiple views: A critical view. .
  • Andrienko, N. and Andrienko, G. Intelligent visualisation and information presentation for civil crisis management. .
  • Andrienko, G. and Andrienko, N. Visual exploration of the spatial distribution of temporal behaviors. .
  • Andrienko, G. and Andrienko, N. Parallel coordinates for exploring properties of subsets. .
  • Andrienko, N. and Andrienko, G. Interactive visual tools to explore spatio-temporal variation. .
  • Gatalsky, P., Andrienko, N. and Andrienko, G. Interactive analysis of event data using space-time cube. .
  • Andrienko, G., Andrienko, N. and Gatalsky, P. Visual mining of spatial time series data. .
  • 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. European forest information system -: EFIS.: A step towards better access to forest information. .
  • Andrienko, G.L. and Andrienko, N.V. Interactive visual tools for spatial multicriteria decision making. .
  • Andrienko, G. and Andrienko, N. Intelligent support of visual data analysis in Descartes. .
  • Andrienko, G. and Andrienko, N. 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. (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. Knowledge-Based Visualization to Support Spatial Data Mining. .doi:10.1007/3-540-48412-4_13
  • Andrienko, G. and Andrienko, N. Data Characterization Schema for Intelligent Support in Visual Data Analysis. .doi:10.1007/3-540-48384-5_23
  • Andrienko, G.L. and Andrienko, N.V. Intelligent visualization and dynamic manipulation: Two complementary instruments to support data exploration with GIS. .
  • Andrienko, G.L. and Andrienko, N.V. 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.L. and Andrienko, N.V. AFORIZM approach: Creating situations to facilitate expertise transfer. .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
  • Kathirgamanathan, B., Andrienko, G. and Andrienko, N. Development of a Human Knowledge Integrated Workflow for Context-aware Machine Learning. 3rd TRR 318 Conference: Contextualizing Explanations.doi:10.64136/xtth9374

Journal articles (164)

Other

  • 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.