City Research Online

Moussavi, L., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. & Slingsby, A. ORCID: 0000-0003-3941-553Xview all authors (2024). Interplay of Visual Analytics and Topic Modeling in Gameplay Analysis. In: Computer Graphics & Visual Computing (CGVC) 2024. Computer Graphics & Visual Computing (CGVC), 12-13 Oct 2024, London, United Kingdom. doi: 10.2312/cgvc.20241213

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 & Hecker, D. (2024). Topic modelling for spatial insights: Uncovering space use from movement data. Computers & Graphics, 122, article number 103989. doi: 10.1016/j.cag.2024.103989

Mokbel, M., Sakr, M., Xiong, L. , Züfle, A., Almeida, J., Anderson, T., Aref, W., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Cao, Y., Chawla, S., Cheng, R., Chrysanthis, P., Fei, X., Ghinita, G., Graser, A., Gunopulos, D., Jensen, C. S., KIM, J-S., Kim, K-S., Kröger, P., Krumm, J., Lauer, J., Magdy, A., Nascimento, M., Ravada, S., Renz, M., Sacharidis, D., Salim, F., Sarwat, M., Schoemans, M., Shahabi, C., Speckmann, B., Tanin, E., Teng, X., Theodoridis, Y., Torp, K., Trajcevski, G., van Kreveld, M., Wenk, C., Werner, M., Wong, R., WU, S., Xu, J., Youssef, M., Zeinalipour, D., Zhang, M. & Zimányi, E.view all authors (2024). Mobility Data Science: Perspectives and Challenges. ACM Transactions on Spatial Algorithms and Systems, 10(2), pp. 1-35. doi: 10.1145/3652158

Andrienko, N. ORCID: 0000-0003-3313-1560 & Andrienko, G. ORCID: 0000-0002-8574-6295 (2024). Exploring Relationships between Events in Context. In: International Workshop on Visual Analytics. EuroVis Workshop on Visual Analytics (2024), 27 May 2024, Odense, Denmark. doi: 10.2312/eurova.20241114

Andrienko, N. ORCID: 0000-0002-8574-6295, Andrienko, G. ORCID: 0000-0002-8574-6295, Artikis, A. , Mantenoglou, P. & Rinzivillo, S.view all authors (2024). Human-in-the-Loop: Visual Analytics for Building Models Recognising Behavioural Patterns in Time Series. IEEE Computer Graphics and Applications, 44(3), pp. 14-29. doi: 10.1109/mcg.2024.3379851

Shirato, G., Andrienko, N. ORCID: 0000-0002-8574-6295 & Andrienko, G. ORCID: 0000-0002-8574-6295 (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

Andrienko, N., Andrienko, G. ORCID: 0000-0002-8574-6295 & Shirato, G. (2023). Episodes and Topics in Multivariate Temporal Data. Computer Graphics Forum, 42(6), article number e14926. doi: 10.1111/cgf.14926

Andrienko, N. ORCID: 0000-0002-8574-6295 & Andrienko, G. ORCID: 0000-0002-8574-6295 (2023). It's about Time: Analytical Time Periodization. Computer Graphics Forum, 42(6), article number e14845. doi: 10.1111/cgf.14845

Adilova, L., Kamp, M., Andrienko, G. ORCID: 0000-0002-8574-6295 & Andrienko, N. ORCID: 0000-0003-3313-1560view all authors (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. ORCID: 0000-0002-8574-6295, Andrienko, G. ORCID: 0000-0002-8574-6295 & Weibel, R.view all authors (2023). A conceptual framework for developing dashboards for big mobility data. Cartography and Geographic Information Science, 50(5), pp. 495-514. doi: 10.1080/15230406.2023.2190164

Elzen, S., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0002-8574-6295 , Fisher, B., Martins, R., Peltonen, J., Telea, A., Verleysen, M. & Rhyne, T-M.view all authors (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

Shirato, G., Andrienko, N. ORCID: 0000-0002-8574-6295 & Andrienko, G. ORCID: 0000-0002-8574-6295 (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

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. & Hecker, D. (2023). Extracting Movement-based Topics for Analysis of Space Use. In: EuroVA: International Workshop on Visual Analytics. EuroVA 2023, 12 Jun 2023, Leipzig, Germany. doi: 10.2312/eurova.20231091

Moussavi, L., Slingsby, A. ORCID: 0000-0003-3941-553X & Andrienko, G. ORCID: 0000-0002-8574-6295 (2022). Impact of Temporally Downsampling Movement Data on Interpretation. Poster presented at the European Cartographic Conference – EuroCarto 2022,, 19-21 Sep 2022, Wien, Austria. doi: 10.5194/ica-abs-5-62-2022,

Andrienko, N. ORCID: 0000-0002-8574-6295, Andrienko, G. ORCID: 0000-0002-8574-6295, Chen, S. & Fisher, B.view all authors (2022). Seeking Patterns of Visual Pattern Discovery for Knowledge Building. Computer Graphics Forum, 41(6), pp. 124-148. doi: 10.1111/cgf.14515

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N., Cordero Garcia, J. M. , Hecker, D. & Vouros, G.view all authors (2022). Supporting Visual Exploration of Iterative Job Scheduling. IEEE Computer Graphics and Applications, 42(3), pp. 74-86. doi: 10.1109/mcg.2022.3163437

Sun, Y., Li, J., Chen, S. , Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0002-8574-6295 & Zhang, K.view all authors (2022). A learning-based approach for efficient visualization construction. Visual Informatics, 6(1), pp. 14-25. doi: 10.1016/j.visinf.2022.01.001

Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295, Adilova, L. , Wrobel, S. & Rhyne, T-M.view all authors (2022). Visual Analytics for Human-Centered Machine Learning. IEEE Computer Graphics and Applications, 42(1), pp. 123-133. doi: 10.1109/mcg.2021.3130314

Tominski, C., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Bleisch, S., Fabrikant, S. I., Mayr, E., Miksch, S., Pohl, M. & Skupin, A.view all authors (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

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Anzer, G. , Bauer, P., Budziak, G., Fuchs, G., Hecker, D., Weber, H. & Wrobel, S.view all authors (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

Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295, Miksch, S. , Schumann, H. & Wrobel, S.view all authors (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

Nanni, M., Andrienko, G. ORCID: 0000-0002-8574-6295, Barabási, A-L. , Boldrini, C., Bonchi, F., Cattuto, C., Chiaromonte, F., Comandé, G., Conti, M., Coté, M., Dignum, F., Dignum, V., Domingo-Ferrer, J., Ferragina, P., Giannotti, F., Guidotti, R., Helbing, D., Kaski, K., Kertesz, J., Lehmann, S., Lepri, B., Lukowicz, P., Matwin, S., Jiménez, D. M., Monreale, A., Morik, K., Oliver, N., Passarella, A., Passerini, A., Pedreschi, D., Pentland, A., Pianesi, F., Pratesi, F., Rinzivillo, S., Ruggieri, S., Siebes, A., Torra, V., Trasarti, R., van den Hoven, J. & Vespignani, A.view all authors (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

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Kureshi, I. , Lee, K., Smith, I. & Staykova, T.view all authors (2021). Automating and utilising equal-distribution data classification. International Journal of Cartography, 7(1), pp. 100-115. doi: 10.1080/23729333.2020.1863000

Liu, F., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Chen, S., Janssens, D., Wets, G. & Theodoridis, Y.view all authors (2020). Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches. Journal of Geovisualization and Spatial Analysis, 4(2), article number 15. doi: 10.1007/s41651-020-00057-4

Chen, S., Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295 , Li, J. & Yuan, X.view all authors (2020). 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

Ceneda, D., Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295 , Gschwandtner, T., Miksch, S., Piccolotto, N., Schreck, T., Streit, M., Suschnigg, J. & Tominski, C.view all authors (2020). Guide Me in Analysis: A Framework for Guidance Designers. Computer Graphics Forum, 39(6), pp. 269-288. doi: 10.1111/cgf.14017

Chen, S., Li, J., Andrienko, G. ORCID: 0000-0002-8574-6295 , Andrienko, N. ORCID: 0000-0003-3313-1560, Wang, Y., Nguyen, P. ORCID: 0000-0001-5643-0585 & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (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

Sîrbu, A., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Boldrini, C., Conti, M., Giannotti, F., Guidotti, R., Bertoli, S., Kim, J., Muntean, C. I., Pappalardo, L., Passarella, A., Pedreschi, D., Pollacci, L., Pratesi, F. & Sharma, R.view all authors (2020). 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

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Boldrini, C. , Caldarelli, G., Cintia, P., Cresci, S., Facchini, A., Giannotti, F., Gionis, A., Guidotti, R., Mathioudakis, M., Muntean, C. I., Pappalardo, L., Pedreschi, D., Pournaras, E., Pratesi, F., Tesconi, M. & Trasarti, R.view all authors (2020). (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

Vouros, G. A., Santipantakis, G. M., Doulkeridis, C. , Vlachou, A., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Fuchs, G., Cordero Garcia, J. M. & Martinez, M. G.view all authors (2019). The datAcron Ontology for the Specification of Semantic Trajectories. Journal on Data Semantics, 8(4), pp. 235-262. doi: 10.1007/s13740-019-00108-0

Nguyen, P. ORCID: 0000-0001-5643-0585, Henkin, R. ORCID: 0000-0002-5511-5230, Chen, S. , Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295, Thonnard, O. & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (2019). 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

Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295, Patterson, F. & Stange, H.view all authors (2019). Visual Analysis of Place Connectedness by Public Transport. IEEE Transactions on Intelligent Transportation Systems, 21(8), pp. 3196-3208. doi: 10.1109/tits.2019.2924796

Chen, S., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Doulkeridis, C. & Koumparos, A.view all authors (2019). Contextualized Analysis of Movement Events. In: EuroVis Workshop on Visual Analytics (EuroVA). EuroVA 2019 – International EuroVis Workshop on Visual Analytics, 3 Jun 2019, Porto, Portugal. doi: 10.2312/eurova.20191124

Chen, S., Chen, S., Andrienko, N. ORCID: 0000-0003-3313-1560 , Andrienko, G. ORCID: 0000-0002-8574-6295, Nguyen, P. ORCID: 0000-0001-5643-0585, Turkay, C. ORCID: 0000-0001-6788-251X, Thonnard, O. & Yuan, X.view all authors (2019). User Behavior Map: Visual Exploration for Cyber Security Session Data. 2018 IEEE Symposium on Visualization for Cyber Security (VizSec), pp. 1-4. doi: 10.1109/VIZSEC.2018.8709223

Chen, S., Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295 , Adilova, L., Barlet, J, Kindermann, J., Nguyen, P. H., Thonnard, O. & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (2019). 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

Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295, Garcia, J. M. C. & Scarlatti, D.view all authors (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

Liu, S., Andrienko, G. ORCID: 0000-0002-8574-6295, Wu, Y. , Cao, N., Jiang, L., Shi, C., Wang, Y. S. & Hong, S.view all authors (2018). Steering data quality with visual analytics: The complexity challenge. Visual Informatics, 2(4), pp. 191-197. doi: 10.1016/j.visinf.2018.12.001

Tampakis, P., Pelekis, N., Theodoridis, Y. , Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295 & Fuchs, G.view all authors (2018). Time-aware Sub-Trajectory Clustering in Hermes@PostgreSQL. In: 2018 IEEE 34TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE). doi: 10.1109/ICDE.2018.00181

Andrienko, N., Lammarsch, T., Andrienko, G. , Fuchs, G., Keim, D., Miksch, S. & Rind, A.view all authors (2018). Viewing Visual Analytics as Model Building. Computer Graphics Forum, 37(6), pp. 275-299. doi: 10.1111/cgf.13324

Nguyen, P. ORCID: 0000-0001-5643-0585, Turkay, C. ORCID: 0000-0001-6788-251X, Andrienko, G. ORCID: 0000-0002-8574-6295 , Andrienko, N. ORCID: 0000-0003-3313-1560, Thonnard, O. & Zouaoui, J.view all authors (2018). 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

Li, J., Chen, S., Zhang, K. , Andrienko, G. ORCID: 0000-0002-8574-6295 & Andrienko, N. ORCID: 0000-0003-3313-1560view all authors (2018). COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series.. IEEE Transactions on Visualization and Computer Graph, 25(8), pp. 2554-2567. doi: 10.1109/tvcg.2018.2851227

Markovic, N., Sekula, P., Vander Laan, Z. , Andrienko, G. ORCID: 0000-0002-8574-6295 & Andrienko, N. ORCID: 0000-0003-3313-1560view all authors (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, 20(5), pp. 1858-1869. doi: 10.1109/tits.2018.2843298

Andrienko, G. ORCID: 0000-0002-8574-6295 & Andrienko, N. ORCID: 0000-0003-3313-1560 (2018). Creating maps of artificial spaces to explore trajectories. In: Proceedings of the Workshop on Advanced Visual Interfaces AVI. . NY, USA: ACM. doi: 10.1145/3206505.3206557

Li, J., Chen, S., Chen, W. , Andrienko, G. ORCID: 0000-0002-8574-6295 & Andrienko, N. ORCID: 0000-0003-3313-1560view all authors (2018). 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

Vouros, G., Doulkeridis, C., Santipantakis, G. , Vlachou, A., Pelekis, N., Georgiou, H., Theodoridis, Y., Patroumpas, K., Alevizos, E., Artikis, A., Fuchs, G., Mock, M., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Ray, C., Claramunt, C., Camossi, E., Jousselme, A-L., Scarlatti, D. & Cordero, J. M.view all authors (2018). Big data analytics for time critical maritime and aerial mobility forecasting. Advances in Database Technology - EDBT, 2018, pp. 612-623. doi: 10.5441/002/edbt.2018.71

Stein, M., Janetzko, H., Lamprecht, A. , Breitkreutz, T., Zimmermann, P., Goldlucke, B., Schreck, T., Andrienko, G., Grossniklaus, M. & Keim, D.view all authors (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

Andrienko, G., Andrienko, N., Fuchs, G. & Cordero Garcia, J. M.view all authors (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

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Fuchs, G. , Scarlatti, D., Cordero Garcia, J. M., Vouros, G. A., Herranz, R. & Marcos, R.view all authors (2018). Visual analytics of flight trajectories for uncovering decision making strategies. In: SESAR Innovation Days. Eighth SESAR Innovation Days, 3-7 Dec 2018, Salzburg, Austria.

Vouros, G., Vlachou, A., Santipantakis, G. , Doulkeridis, C., Pelekis, N., Georgiou, H., Theodoridis, Y., Patroumpas, K., Alevizos, E., Artikis, A., Fuchs, G., Mock, M., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Claramunt, C., Ray, C., Camossi, E. & Jousselme, A-L.view all authors (2018). Increasing maritime situation awareness via trajectory detection, enrichment and recognition of events. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10819, pp. 130-140. doi: 10.1007/978-3-319-90053-7_13

Dunkel, A., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Burghardt, D., Hauthal, E. & Purves, R.view all authors (2018). 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

Vrotsou, K., Fuchs, G., Andrienko, N. ORCID: 0000-0003-3313-1560 & Andrienko, G. ORCID: 0000-0002-8574-6295view all authors (2017). An Interactive Approach for Exploration of Flows Through Direction-Based Filtering. Journal of Geovisualization and Spatial Analysis, 1(1-2), article number 1. doi: 10.1007/s41651-017-0001-7

Andrienko, G., Andrienko, N., Budziak, G. , Dykes, J., Fuchs, G., Von Landesberger, T. & Weber, H.view all authors (2017). Visual Analysis of Pressure in Football. Data Mining and Knowledge Discovery, 31(6), pp. 1793-1839. doi: 10.1007/s10618-017-0513-2

Andrienko, G., Andrienko, N., Fuchs, G. & Wood, J.view all authors (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

Shurkhovetskyy, G., Andrienko, N., Andrienko, G. & Fuchs, G.view all authors (2017). Data Abstraction for Visualizing Large Time Series. Computer Graphics Forum, 37(1), pp. 125-144. doi: 10.1111/cgf.13237

Sacha, D., Al-Masoudi, F., Steinbrecher, M. , Schreck, T., Keim, D., Andrienko, G. & Janetzko, H.view all authors (2017). Dynamic Visual Abstraction of Soccer Movement. Computer Graphics Forum, 36(3), pp. 305-315. doi: 10.1111/cgf.13189

Andrienko, G., Andrienko, N., Chen, W. , Maciejewski, R. & Zhao, Y.view all authors (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

Andrienko, N., Andrienko, G., Camossi, E. , Claramunt, C., Cordero Garcia, J. M., Fuchs, G., Hadzagic, M., Jousselme, A-L., Ray, C., Scarlatti, D. & Vouros, G.view all authors (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

Andrienko, N. & Andrienko, G. (2017). State Transition Graphs for Semantic Analysis of Movement Behaviours. Information Visualization, 17(1), pp. 41-65. doi: 10.1177/1473871617692841

Claramunt, C., Ray, C., Salmon, L. , Camossi, E., Hadzagic, M., Jousselme, A-L., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Theodoridis, Y. & Vouros, G.view all authors (2017). Maritime data integration and analysis: Recent progress and research challenges. Advances in Database Technology - EDBT, 2017-M, pp. 192-197. doi: 10.5441/002/edbt.2017.18

Andrienko, G., Andrienko, N. & Weibel, R. (2017). Geographic data science. IEEE Computer Graphics and Applications, 37(5), pp. 15-17. doi: 10.1109/mcg.2017.3621219

Nguyen, P., Turkay, C., Andrienko, G. , Andrienko, N. & Thonnard, O.view all authors (2017). A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. Paper presented at the EuroVis Workshop on Visual Analytics, 12-13 Jun 2017, Barcelona, Spain.

Andrienko, G., Andrienko, N., Budziak, G. , Von Landesberger, T. & Weber, H.view all authors (2016). Coordinate transformations for characterization and cluster analysis of spatial configurations in football. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9853 L, pp. 27-31. doi: 10.1007/978-3-319-46131-1_6

Andrienko, N., Andrienko, G. & Rinzivillo, S. (2016). Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Lecture Notes in Computer Science, 9853 L, pp. 32-35. doi: 10.1007/978-3-319-46131-1_7

Andrienko, G., Andrienko, N. & Fuchs, G. (2016). Understanding movement data quality. Journal of Location Based Services, 10(1), pp. 31-46. doi: 10.1080/17489725.2016.1169322

Andrienko, N., Andrienko, G., Fuchs, G. & Jankowski, P.view all authors (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

Andrienko, N., Andrienko, G. & 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

Andrienko, G., Andrienko, N., Dykes, J. , Kraak, M. J., Robinson, A. & Schumann, H.view all authors (2016). GeoVisual analytics: interactivity, dynamics, and scale. Cartography and Geographic Information Science, 43(1), pp. 1-2. doi: 10.1080/15230406.2016.1095006

Von Landesberger, T., Brodkorb, F., Roskosch, P. , Andrienko, N., Andrienko, G. & Kerren, A.view all authors (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

Andrienko, N., Andrienko, G. & 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

Ostermann, F. O., Huang, H., Andrienko, G. , Andrienko, N., Capineri, C., Farkas, K. & Purves, R. S.view all authors (2015). Extracting and comparing places using geo-social media. In: Mallet, C, Paparoditis, N, Dowman, I , Elberink, SO, Raimond, AM, Rottensteiner, F, Yang, M, Christophe, S, Coltekin, A & Bredif, Mview all authors (Eds.), ISPRS GEOSPATIAL WEEK 2015. ISPRS Geospatial Week 2015, 28 Sep - 3 Oct 2015, La Grande Motte, France. doi: 10.5194/isprsannals-II-3-W5-311-2015

Andrienko, G., Andrienko, N. & Fuchs, G. (2015). Multi-perspective analysis of mobile phone call data records: A visual analytics approach. In: Lecture Notes in Business Information Processing. Multi-perspective Analysis of Mobile Phone Call Data Records: a Visual Analytics Approach doi: 10.1007/978-3-319-17551-5_2

Andrienko, N., Andrienko, G., Fuchs, G. , Rinzivillo, S. & Betz, H-D.view all authors (2015). Real Time Detection and Tracking of Spatial Event Clusters. Lecture Notes in Computer Science, 9286, pp. 316-319. doi: 10.1007/978-3-319-23461-8_38

Andrienko, N., Andrienko, G., Fuchs, G. & Jankowski, P.view all authors (2015). Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data. Lecture Notes in Computer Science, 9286, pp. 254-258. doi: 10.1007/978-3-319-23461-8_25

Andrienko, G. & Andrienko, N. (2015). Visualization Support to Interactive Cluster Analysis. Lecture Notes in Computer Science, 9286, pp. 337-340. doi: 10.1007/978-3-319-23461-8_43

Vrotsou, K., Janetzko, H., Navarra, C. , Fuchs, G., Spretke, D., Mansmann, F., Andrienko, N. & Andrienko, G.view all authors (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

Andrienko, N., Andrienko, G. & 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

Andrienko, N., Andrienko, G., Fuchs, G. & Stange, H.view all authors (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

Andrienko, N. & Andrienko, G. (2013). Exploring Traffic in Brest Harbor by Trajectory Aggregation. Paper presented at the COST MOVE Workshop on Moving Objects at Sea, 27 - 28 Jun 2013, Brest, France.

Andrienko, G. & Andrienko, N. (2013). Exploring Trajectory Attributes in Brest Harbor. Paper presented at the COST MOVE Workshop on Moving Objects at Sea, 27 - 28 Jun 2013, Brest, France.

Fuchs, G., Andrienko, G., Andrienko, N. & Jankowski, P.view all authors (2013). Extracting Personal Behavioral Patterns from Geo-Referenced Tweets. Paper presented at the 16th AGILE Conference on Geographic Information Science, 14 - 17 May 2013, Leuven, Belgium.

Andrienko, G., Andrienko, N., Fuchs, G. , Olteanu Raimond, A. M., Symanzik, J. & Ziemlicki, C.view all authors (2013). Extracting Semantics of Individual Places from Movement Data by Analyzing Temporal Patterns of Visits. Paper presented at the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2013), 5 - 8 Nov 2013, Orlando, FL, US.

Andrienko, G., Andrienko, N., Hurter, C. , Rinzivillo, S. & Wrobel, S.view all authors (2013). Scalable analysis of movement data for extracting and exploring significant places. IEEE Transactions on Visualization and Computer Graphics, 19(7), pp. 1078-1094. doi: 10.1109/tvcg.2012.311

Andrienko, N., Andrienko, G., Barrett, L. , Dostie, M. & Henzi, P.view all authors (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

Andrienko, G. & Andrienko, N. (2013). Spatio-temporal analysis of flows in CDC 2013 data. Paper presented at the Understanding Urban Cycling: A Data Challenge, 14 Nov 2013, Leuven, Belgium.

Andrienko, N., Andrienko, G. & Fuchs, G. (2013). Towards Privacy-Preserving Semantic Mobility Analysis. Paper presented at the EuroVis 2013, 17 - 21 Jun 2013, Leipzig, Germany.

Fuchs, G., Andrienko, N., Andrienko, G. , Bothe, S. & Stange, H.view all authors (2013). Tracing the German Centennial Flood in the Stream of Tweets: First Lessons Learned. Paper presented at the 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD) 2013, 5 Nov 2013, Orlando, FL, US.

Andrienko, N. & Andrienko, G. (2013). Visual analytics of movement: An overview of methods, tools and procedures. Information Visualization, 12(1), pp. 3-24. doi: 10.1177/1473871612457601

Andrienko, N. & Andrienko, G. (2013). A visual analytics framework for spatio-temporal analysis and modelling. Data Mining and Knowledge Discovery, 27(1), pp. 55-83. doi: 10.1007/s10618-012-0285-7

Andrienko, N., Andrienko, G., Stange, H. , Liebig, T. & Hecker, D.view all authors (2012). Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. Künstliche Intelligenz, 26(3), pp. 241-251. doi: 10.1007/s13218-

Tominski, C., Schumann, H., Andrienko, G. & Andrienko, N.view all authors (2012). Stacking-based visualization of trajectory attribute data. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2565-2574. doi: 10.1109/tvcg.2012.265

Andrienko, G., Andrienko, N., Burch, M & Weiskopf, Dview all authors (2012). Visual analytics methodology for eye movement studies. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2889-2898. doi: 10.1109/tvcg.2012.276

Andrienko, G., Andrienko, N., Mladenov, M. , Mock, M. & Pölitz, C.view all authors (2011). 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

Andrienko, G., Andrienko, N., Keim, D. , MacEachren, A. & Wrobel, S.view all authors (2011). Challenging problems of geospatial visual analytics. Journal of Visual Languages and Computing, 22(4), pp. 251-256. doi: 10.1016/j.jvlc.2011.04.001

Andrienko, G., Andrienko, N., Bak, P. , Keim, D., Kisilevich, S. & Wrobel, S.view all authors (2011). A conceptual framework and taxonomy of techniques for analyzing movement. Journal of Visual Languages and Computing, 22(3), pp. 213-232. doi: 10.1016/j.jvlc.2011.02.003

Andrienko, G., Andrienko, N. & Heurich, M. (2011). An event-based conceptual model for context-aware movement analysis. International Journal of Geographical Information Science, 25(9), pp. 1347-1370. doi: 10.1080/13658816.2011.556120

Andrienko, N. & Andrienko, G. (2010). 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

Andrienko, G., Andrienko, N., Demsar, U. , Dransch, D., Dykes, J., Fabrikant, S. I., Jern, M., Kraak, M.-J., Schumann, H. & Tominski, C.view all authors (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., Bremm, S. , Schreck, T., Von Landesberger, T., Bak, P. & Keim, D.view all authors (2010). Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns. Computer Graphics Forum, 29(3), pp. 913-922. doi: 10.1111/j.1467-8659.2009.01664.x

Andrienko, G., Andrienko, N., Bak, P. , Bremm, S., Keim, D., Von Landesberger, T., Pölitz, C. & Schreck, T.view all authors (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(3-4), pp. 200-221. doi: 10.1080/17489725.2010.532816

Andrienko, G. & Andrienko, N. (2010). A general framework for using aggregation in visual exploration of movement data. The Cartographic Journal, 47(1), pp. 22-40. doi: 10.1179/000870409x12525737905042

Andrienko, G., Andrienko, N., Dykes, J. , Fabrikant, S. I. & Wachowicz, M.view all authors (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

Andrienko, G., Andrienko, N. & Bartling, U. (2008). Visual analytics approach to user-controlled evacuation scheduling. Information Visualization, 7(1), pp. 89-103. doi: 10.1057/palgrave.ivs.9500174

Rinzivillo, S., Pedreschi, D., Nanni, M. , Giannotti, F., Andrienko, N. & Andrienko, G.view all authors (2008). Visually driven analysis of movement data by progressive clustering. Information Visualization, 7(3-4), pp. 225-239. doi: 10.1057/palgrave.ivs.9500183

Andrienko, N. & Andrienko, G. (2007). Designing visual analytics methods for massive collections of movement data. Cartographica, 42(2), pp. 117-138. doi: 10.3138/carto.42.2.117

Andrienko, G., Andrienko, N., Jankowski, P. , Keim, D., Kraak, M. J., MacEachren, A. & Wrobel, S.view all authors (2007). Geovisual analytics for spatial decision support: Setting the research agenda. International Journal of Geographical Information Science, 21(8), pp. 839-857. doi: 10.1080/13658810701349011

Andrienko, N. & Andrienko, G. (2007). Intelligent visualisation and information presentation for civil crisis management. Transactions In Gis, 11(6), pp. 889-909. doi: 10.1111/j.1467-9671.2007.01078.x

Andrienko, G., Andrienko, N., Fischer, R. , Mues, V. & Schuck, A.view all authors (2006). Reactions to geovisualization: An experience from a European project. International Journal of Geographical Information Science, 20(10), pp. 1149-1171. doi: 10.1080/13658810600816524

Andrienko, G. & Andrienko, N. (2005). Blending aggregation and selection: Adapting parallel coordinates for the visualization of large datasets. The Cartographic Journal, 42(1), pp. 49-60. doi: 10.1179/000870405x57284

Chertov, O., Komarov, A., Mikhailov, A. , Andrienko, G., Andrienko, N. & Gatalsky, P.view all authors (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. doi: 10.1016/j.compag.2005.02.010