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Gennady Andrienko
Gennady Andrienko
lead scientist @ Fraunhofer IAIS & Lamarr Institute & professor @ City University London
在 iais.fraunhofer.de 的电子邮件经过验证 - 首页
标题
引用次数
年份
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
32024
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
62024
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
42023
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
92023
Episodes and topics in multivariate temporal data
N Andrienko, G Andrienko, G Shirato
Computer Graphics Forum 42 (6), e14926, 2023
42023
It's about Time: Analytical Time Periodization
N Andrienko, G Andrienko
Computer Graphics Forum 42 (6), e14845, 2023
62023
Re-interpreting rules interpretability
L Adilova, M Kamp, G Andrienko, N Andrienko
International Journal of Data Science and Analytics, 1-21, 2023
22023
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
82023
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
12023
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
92023
Identifying, exploring, and interpreting time series shapes in multivariate time intervals
G Shirato, N Andrienko, G Andrienko
Visual informatics 7 (1), 77-91, 2023
102023
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
142023
Extracting Movement-based Topics for Analysis of Space Use
G Andrienko, N Andrienko, D Hecker
EuroVA: International Workshop on Visual Analytics 2023, 2023
12023
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
52022
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
22022
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