Sequential Latent Semantic Indexing 1.0

Date Added: May 25, 2013 | Visits: 262

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

Requirements: No special requirements

Platforms: Matlab

Keyword: Collections, Compared, Complexity, Compromise, Computational, Experiments, Lower, Memory, Requirements

Users rating: 0/10

License: Shareware

Size: 20.48 KB

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