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JASIS
1998
49views more  JASIS 1998»
14 years 10 months ago
Using Latent Semantic Indexing for Literature Based Discovery
Michael D. Gordon, Susan T. Dumais
106
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HICSS
2010
IEEE
200views Biometrics» more  HICSS 2010»
15 years 29 days ago
Instability of Relevance-Ranked Results Using Latent Semantic Indexing for Web Search
1 The latent semantic indexing (LSI) methodology for information retrieval applies the singular value decomposition to identify an eigensystem for a large matrix, in which cells re...
Houssain Kettani, Gregory B. Newby
109
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BMCBI
2008
100views more  BMCBI 2008»
14 years 11 months ago
Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations
Background: The construction of literature-based networks of gene-gene interactions is one of the most important applications of text mining in bioinformatics. Extracting potentia...
Hyunsoo Kim, Haesun Park, Barry L. Drake
92
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EWMF
2005
Springer
15 years 4 months ago
Semi-automatic Construction of Topic Ontologies
In this paper, we review two techniques for topic discovery in collections of text documents (Latent Semantic Indexing and K-Means clustering) and present how we integrated them in...
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
79
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ASWEC
2008
IEEE
15 years 29 days ago
Root Cause Analysis Using Sequence Alignment and Latent Semantic Indexing
Automatic identification of software faults has enormous practical significance. This requires characterizing program execution behavior. Equally important is the aspect of diagno...
R. P. Jagadeesh Chandra Bose, U. Suresh