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» Semantic Analysis of Matrix Structures
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ICDAR
2005
IEEE
13 years 10 months ago
Semantic Analysis of Matrix Structures
Alan P. Sexton, Volker Sorge
CIVR
2008
Springer
166views Image Analysis» more  CIVR 2008»
13 years 6 months ago
Non-negative matrix factorisation for object class discovery and image auto-annotation
In information retrieval, sub-space techniques are usually used to reveal the latent semantic structure of a data-set by projecting it to a low dimensional space. Non-negative mat...
Jiayu Tang, Paul H. Lewis
IKE
2007
13 years 6 months ago
Understanding Latent Semantic Indexing: A Topological Structure Analysis Using Q-Analysis Method
Abstract – The method of latent semantic indexing (LSI) is well known for tackling the synonymy and polysemy problems in information retrieval. However, its performance can be ve...
Dandan Li, Chungping Kwong
JASIS
2010
182views more  JASIS 2010»
13 years 3 months ago
Understanding latent semantic indexing: A topological structure analysis using Q-analysis
Abstract – The method of latent semantic indexing (LSI) is well known for tackling the synonymy and polysemy problems in information retrieval. However, its performance can be ve...
Dandan Li, Chung-Ping Kwong
SCHOLARPEDIA
2008
109views more  SCHOLARPEDIA 2008»
13 years 4 months ago
Latent semantic analysis
A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (&q...
Thomas K. Landauer, Susan T. Dumais