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  • Last update: 5 years ago
  • Total downloads: 62
  • Operating system: Linux, Mac OS X, Win All, BSD, Solaris
  • Publisher: Vital
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scripts default iconSequential Latent Semantic Indexing (Scripts) Publisher's description

Thus, this work offeres a sequential version of the LSI algorithm

Thus, this work offeres a sequential version of the LSI algorithm
(SLSI). Its main difference from the existing algorithms is that the
dimension of space is not fixed and dynamically changes to
ensure a given level of relative approximation error of a matrix of
observations. Experiments with a real text collections show that
the SLSI algorithm can be seen as a compromise, which has a
lower computational complexity and memory requirements
compared to the standard LSI method and does not lead to a
decrease of quality of classification in contrast to other sequential

System Requirements:

MATLAB 7.0.1 (R14SP1)
Program Release Status: New Release
Program Install Support: Install and Uninstall

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