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IRAL
2003
ACM
14 years 29 days ago
Very low-dimensional latent semantic indexing for local query regions
In this paper, we focus on performing LSI on very low SVD dimensions. The results show that there is a nearly linear surface in the local query region. Using low-dimensional LSI o...
Yinghui Xu, Kyoji Umemura
CIKM
1997
Springer
13 years 11 months ago
Visualizing Document Authorship Using n-grams and Latent Semantic Indexing
Ian Soboroff, Charles K. Nicholas, James M. Kukla,...
JASIS
1998
49views more  JASIS 1998»
13 years 7 months ago
Using Latent Semantic Indexing for Literature Based Discovery
Michael D. Gordon, Susan T. Dumais
CLA
2004
13 years 9 months ago
Concept Lattice Generation by Singular Value Decomposition
Abstract. Latent semantic indexing (LSI) is an application of numerical method called singular value decomposition (SVD), which discovers latent semantic in documents by creating c...
Petr Gajdos, Pavel Moravec, Václav Sn&aacut...