INTERACTIVE DATA EXPLORATION USING MDS MAPPING
Antoine Naud · 2000
Interactive exploratory data analysis can be realised by using dimensionality reduction techniques integrated in data visualization software. This work presents an adaptation of one multidimensional scaling algorithm to provide it with generalization capability, allowing the display of new data on an existing mapping. The ensuing relative mapping is used to help the understanding of classification results. Keywords: Data visualization, Exploratory Data Analysis, multidimensional scaling.