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VisuMap
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VisuMap is a general-purpose commercial software application for exploratory data analysis. With a collection of dimensionality reduction and data clustering services VisuMap especially aims to help people to explore high dimensional non-linear data. VisuMap is a visualization centric software application; its user interface is modeled like spreadsheet programs except that, in VisuMap, multidimensional scaling maps play the center role instead of tables. VisuMap application has been developed by VisuMap Technologies Inc., it has been released first time commercially in 2004 with version 1.6. Features Data Mapping Services: Maps high dimensional data to lower dimensional maps * Principal Component Analysis (PCA) and Kernel PCA * Relational Perspective Map (RPM) * Multidimensional Scaling (Sammon Map) * Curvilinear Component Analysis (CCA) * MDS by SMACOF Algorithm * SNE Mapping Algorithm * Relational Sphere Map Data Clustering: Unsupervised data classification and labeling. * Self-Organizing Map (Kohonen Net) * K-Mean Clustering * Metric Sampling * Agglomerative/Hierachical Clustering * Affinity Propagation Clustering * Self-Organizing Graph (SOG) * Spectral Clustering Linked Data Views: Multi-view exploration tools. * Bar/Line/Curve Charts * Spectrum View * Heat Map * Spreadsheet * Shepard Diagram * 3D Animation * Atlas panel, Dashboard, etc. See Also * Cluster analysis * Multidimensional scaling * Self-organizing map * Nonlinear dimensionality reduction * Sammon projection * Relational Perspective Map * Affinity Propagation Clustering 
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