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INFORMATICALT
2010

Statistical Classification of Scientific Publications

13 years 26 days ago
Statistical Classification of Scientific Publications
The problem of automatic classification of scientific texts is considered. Methods based on statistical analysis of probabilistic distributions of scientific terms in texts are discussed. The procedures for selecting the most informative terms and the method of making use of auxiliary information related to the terms positions are presented. The results of experimental evaluation of proposed algorithms and procedures over real-world data are reported.
Vaidas Balys, Rimantas Rudzkis
Added 05 Mar 2011
Updated 05 Mar 2011
Type Journal
Year 2010
Where INFORMATICALT
Authors Vaidas Balys, Rimantas Rudzkis
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