Benchmark development for the evaluation of visualization for data mining
Information visualization in data mining and knowledge discovery
Visualizing Data
Designing Pixel-Oriented Visualization Techniques: Theory and Applications
IEEE Transactions on Visualization and Computer Graphics
Information Visualization and Visual Data Mining
IEEE Transactions on Visualization and Computer Graphics
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering
30 Years of Multidimensional Multivariate Visualization
Scientific Visualization, Overviews, Methodologies, and Techniques
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Last two decades have seen the development of varieties of new methods for visualizing multivariable data and a few attempts have been made to survey and compare some of these techniques. Despite valuable reviews, they did not systematically study the perception tasks involved in these techniques which affect the efficiency of their information decoding due to limited humans' visual perception system. This paper serves to fill this gap through reviewing three well known multivariate visualization techniques apropos their associated perception tasks for three data exploration purposes. Advantages and disadvantages of each tool are discussed.