Items where Author is "Andrienko, N."
Article
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. (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: 0000-0002-8574-6295, Andrienko, G. ORCID: 0000-0002-8574-6295, Artikis, A. , Mantenoglou, P. & Rinzivillo, S. (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: 0000-0003-3313-1560 (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. (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. (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, N. ORCID: 0000-0002-8574-6295, Andrienko, G. ORCID: 0000-0002-8574-6295, Chen, S. & 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
Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N., Cordero Garcia, J. M. , Hecker, D. & Vouros, G. (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. (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. (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. (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. (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. (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
Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Kureshi, I. , Lee, K., Smith, I. & 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
Liu, F., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , 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), 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. (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. (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: 0000-0001-6788-251X (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. (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. (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. (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: 0000-0001-6788-251X (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. (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., 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. (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: 0000-0001-6788-251X (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. (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
Collins, C., Andrienko, N. ORCID: 0000-0003-3313-1560, Schreck, T. , Yang, J., Choo, J., Engelke, U., Jena, A. & Dwyer, T. (2018). Guidance in the human–machine analytics process. Visual Informatics, 2(3), pp. 166-180. doi: 10.1016/j.visinf.2018.09.003
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
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. (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: 0000-0003-3313-1560 (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: 0000-0003-3313-1560 (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
Li, J., Chen, S., Chen, W. , Andrienko, G. ORCID: 0000-0002-8574-6295 & Andrienko, N. ORCID: 0000-0003-3313-1560 (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. (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
Andrienko, G., Andrienko, N., Fuchs, G. & Cordero Garcia, J. M. (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
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. (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. (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: 0000-0002-8574-6295 (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. (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. (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. (2017). Data Abstraction for Visualizing Large Time Series. Computer Graphics Forum, 37(1), pp. 125-144. doi: 10.1111/cgf.13237
Andrienko, G., Andrienko, N., Chen, W. , Maciejewski, R. & 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
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. (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. (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
Andrienko, G., Andrienko, N., Budziak, G. , Von Landesberger, T. & Weber, H. (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. (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. (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. (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
Andrienko, N., Andrienko, G., Fuchs, G. , Rinzivillo, S. & Betz, H-D. (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. (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. (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. (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, G., Andrienko, N., Hurter, C. , Rinzivillo, S. & 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. doi: 10.1109/tvcg.2012.311
Andrienko, N., Andrienko, G., Barrett, L. , Dostie, M. & 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
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. (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. (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, D (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. (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. (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. (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. (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. (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. (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. (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. (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. (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. (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. (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
Book Section
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
Conference or Workshop Item
Moussavi, L., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. & Slingsby, A. ORCID: 0000-0003-3941-553X (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, 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, 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
Chen, S., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Doulkeridis, C. & Koumparos, A. (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
Tampakis, P., Pelekis, N., Theodoridis, Y. , Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295 & Fuchs, G. (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, 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. (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.
Nguyen, P., Turkay, C., Andrienko, G. , Andrienko, N. & Thonnard, O. (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.
Ostermann, F. O., Huang, H., Andrienko, G. , Andrienko, N., Capineri, C., Farkas, K. & Purves, R. S. (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, M (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. (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. (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. (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. (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. (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.