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Keywords
Multi Dimensional Scaling

MDS,Multi Dimensional Scaling,Multi dimensional Scale

Multi Dimensional Scaling - MDS
Publications: 713| Citation Count: 6,731
Stemming Variations: Multi dimensional Scale
Cumulative Annual
    • Multi-dimensional scaling (MDS) is the process of transforming a set of vectors in a high dimensional space to a lower dimensional one while preserving the similarity structure of the vectors...

    Douglas L. T. Rohde. Fast Discrete MultiDimensional Scaling

    • Multi-dimensional scaling (MDS) is a widely used technique to show, in a low dimensional space, relations between objects—such as humans, documents, soil samples—that are defined by a large set of features. Key benefit is that it enables visual inspection of object relations in an intuitive way...

    Joost Broekenset al. OBJECT-CENTERED INTERACTIVE MULTIDIMENSIONAL SCALING: ASK THE EXPERT

    • Multi-dimensional scaling is an analysis tool which transforms pairwise distancesbetween points to an embedding of points in space which are consistent with thosedistances. Two recent techniques in statistical pattern recognition, locally linearembedding (LLE) and Isomap, give a mechanism fornding the structure underlyingpoint sets for which comparisons or distances are only meaningful betweennearby points...

    Robert Plesset al. Embedding Images in non-Flat Spaces

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