Topic modelling for spatial insights: Uncovering space use from movement data G Andrienko, N Andrienko, D Hecker Computers & Graphics 122, 103989, 2024 | | 2024 |
Mobility Data Science: Perspectives and Challenges M Mokbel, M Sakr, L Xiong, A Züfle, J Almeida, T Anderson, W Aref, ... ACM Transactions on Spatial Algorithms and Systems, 2024 | | 2024 |
Human-in-the-loop: Visual analytics for building models recognising behavioural patterns in time series N Andrienko, G Andrienko, A Artikis, P Mantenoglou, S Rinzivillo IEEE Computer Graphics and Applications, 2024 | 3 | 2024 |
Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts G Papadopoulos, A Bastas, GA Vouros, I Crook, N Andrienko, ... Expert Systems with Applications 236, 121234, 2024 | 6 | 2024 |
Exploring Relationships between Events in Context N Andrienko, G Andrienko The Eurographics Association, 2024 | | 2024 |
Extraction and Visually Driven Analysis of VGI for Understanding People’s Behavior in Relation to Multifaceted Context D Burghardt, A Dunkel, E Hauthal, G Shirato, N Andrienko, G Andrienko, ... Volunteered Geographic Information: Interpretation, Visualization and Social …, 2023 | | 2023 |
Exploring and visualizing temporal relations in multivariate time series G Shirato, N Andrienko, G Andrienko Visual Informatics 7 (4), 57-72, 2023 | 4 | 2023 |
A conceptual framework for developing dashboards for big mobility data L Conrow, C Fu, H Huang, N Andrienko, G Andrienko, R Weibel Cartography and geographic information science 50 (5), 495-514, 2023 | 9 | 2023 |
Episodes and topics in multivariate temporal data N Andrienko, G Andrienko, G Shirato Computer Graphics Forum 42 (6), e14926, 2023 | 4 | 2023 |
It's about Time: Analytical Time Periodization N Andrienko, G Andrienko Computer Graphics Forum 42 (6), e14845, 2023 | 6 | 2023 |
Re-interpreting rules interpretability L Adilova, M Kamp, G Andrienko, N Andrienko International Journal of Data Science and Analytics, 1-21, 2023 | 2 | 2023 |
Towards mobility data science (vision paper) M Mokbel, M Sakr, L Xiong, A Züfle, J Almeida, T Anderson, W Aref, ... arXiv preprint arXiv:2307.05717, 2023 | 8 | 2023 |
A hybrid prediction and search approach for flexible and efficient exploration of big data J Li, Y Sun, Z Lei, S Chen, G Andrienko, N Andrienko, W Chen Journal of Visualization 26 (2), 457-475, 2023 | 1 | 2023 |
The flow of trust: A visualization framework to externalize, explore, and explain trust in ML applications S van den Elzen, G Andrienko, N Andrienko, BD Fisher, RM Martins, ... IEEE computer graphics and applications 43 (2), 78-88, 2023 | 9 | 2023 |
Identifying, exploring, and interpreting time series shapes in multivariate time intervals G Shirato, N Andrienko, G Andrienko Visual informatics 7 (1), 77-91, 2023 | 10 | 2023 |
Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management T Kravaris, K Lentzos, G Santipantakis, GA Vouros, G Andrienko, ... Applied Intelligence 53 (4), 4063-4098, 2023 | 14 | 2023 |
Extracting Movement-based Topics for Analysis of Space Use G Andrienko, N Andrienko, D Hecker EuroVA: International Workshop on Visual Analytics 2023, 2023 | 1 | 2023 |
Impact of Temporally Downsampling Movement Data on Interpretation L Moussavi, A Slingsby, G Andrienko Abstracts of the ICA 5, 62, 2022 | | 2022 |
Seeking patterns of visual pattern discovery for knowledge building N Andrienko, G Andrienko, S Chen, B Fisher Computer Graphics Forum 41 (6), 124-148, 2022 | 5 | 2022 |
Supporting visual exploration of iterative job scheduling G Andrienko, N Andrienko, JMC Garcia, D Hecker, GA Vouros IEEE Computer Graphics and Applications 42 (3), 74-86, 2022 | 2 | 2022 |