Classification of Publications Based on Statistical Analysis of Scientific Terms Distributions

The problem of classification of scientific texts is considered. Models and methods based on probabilistic distributions of scientific terms in text are discussed. The comparative study of proposed and a few of popular alternative algorithms was performed. The results of experimental study over real...

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Bibliographic Details
Main Authors: Vaidas Balys, Rimantas Rudzkis
Format: Article
Language:English
Published: Austrian Statistical Society 2016-04-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/292