A Space-Filling Multidimensional Visualization (SFMDVis) for Exploratory Data Analysis

To evaluate the quality of SFMDVis, we have conducted a usability study to measure the performance of SFMDVis in comparison with parallel coordinates and a scatterplot matrix for finding linear correlations and data patterns. The evaluation results have suggested that the accuracy of SFMDVis is better than both in terms of perceiving linear correlations and also that the SFMDVis is more efficient (less time is required) than both when recognizing data patterns.