A linear iteration time layout algorithm for visualising high-dimensional data
Proceedings of the 7th conference on Visualization '96
Perceptual Metrics for Image Database Navigation
Perceptual Metrics for Image Database Navigation
A Triangulation Method for the Sequential Mapping of Points from N-Space to Two-Space
IEEE Transactions on Computers
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
Hi-index | 0.00 |
This method is based on hierarchical clusterization of data in a multidimensional space and the Sammon mapping. The key feature of the dimensionality reduction stage is the use of reference node lists created by the results of the hierarchical clusterization stage. The experimental results given in this work include the method performance quality estimates for some systems of the features extracted from digital image collections of different sizes.