The Use of a Uniform Declarative Model in 3D Visualisation for Case-Based Reasoning
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Software Components - Enabling a Mass Market
STEP '02 Proceedings of the 10th International Workshop on Software Technology and Engineering Practice
Discussion: Interacting with parallel coordinates
Interacting with Computers
An interactive parallel coordinates technique applied to a tropical cyclone climate analysis
Computers & Geosciences
Judging correlation from scatterplots and parallel coordinate plots
Information Visualization
Using gaze data in evaluating interactive visualizations
HCIV'09 Proceedings of the Second IFIP WG 13.7 conference on Human-computer interaction and visualization
Polyline averaging using distance surfaces: A spatial hurricane climatology
Computers & Geosciences
BGPfuse: using visual feature fusion for the detection and attribution of BGP anomalies
Proceedings of the Tenth Workshop on Visualization for Cyber Security
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This paper introduces two novel techniques to manipulate parallel coordinates. Both techniques are dynamic in nature as they encourage one to experiment and discover new information through interacting with a data set. The first technique, polyline averaging, makes it possible to dynamically summarize a set of polylines and can hence replace computationally much more demanding methods, such as hierarchical clustering. The other new technique interactively visualizes correlation coefficients between polyline subsets, helping the user to discover new information in the data set. Both techniques are implemented in a Java-based parallel coordinate browser. In conclusion, examples of the use of these techniques in visual data mining are also explored.