Computational Intelligence and Neuroscience / 2016 / Article / Tab 1

Research Article

Using SVD on Clusters to Improve Precision of Interdocument Similarity Measure

Table 1

Existing linear algebra methods for LSI.

CategoryAbbreviationFull name

SVD based decomposition for term-document matrixIRRIterative Residual Rescaling
SVRSingular Value Rescaling
ADEApproximate Dimension Equalization

Non-SVD based decomposition for term-document matrixSDDSemidiscrete Decomposition
LPILocality Preserving Indexing
R-SVDRiemannian-SVD