GeoAnalytics visual inquiry and filtering tools in parallel coordinates plots
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
Highlighting space-time patterns: Effective visual encodings for interactive decision-making
International Journal of Geographical Information Science - Geovisual Analytics for Spatial Decision Support
Collaborative web-enabled geoanalytics applied to OECD regional data
CDVE'09 Proceedings of the 6th international conference on Cooperative design, visualization, and engineering
Explore, collaborate and publish official statistics for measuring regional progress
CDVE'10 Proceedings of the 7th international conference on Cooperative design, visualization, and engineering
Human-centered visualization environments
Human-centered visualization environments
A web-enabled visualization toolkit for geovisual analytics
Information Visualization - Special issue on Visualization and Data Analysis 2011
Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
A visual analytics framework for spatio-temporal analysis and modelling
Data Mining and Knowledge Discovery
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The paper elaborates on the previous research on the analysis of temporal and spatio-temporal data done in statistical graphics and geo-visualization. We focus on the exploration of spatially distributed time-series data, i.e. values of numeric attributes referring to different moments in time and locations in space. After considering appropriate interactive visualization techniques, we propose several methods of exploration based on user-controlled data transformation and aggregation, easy-to-understand calculations, and dynamic linking of data displays. The proposed methods are potentially scalable, i.e. they can be applied to large data sets without overcrowding the displays and loosing interactivity.