About Methods for Classifying Hidden Language Concepts in Specialized Texts Involving Pseudoinverse, Clustering and Data Grouping

This paper discusses the problems of analysis of hidden language concepts in scientific texts in the Ukrainian language, using methods of text mining, dimensionality reduction, grouping of features and linear classifiers. A corpus of scientific texts and dictionaries, as well as stop words and affix...

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Bibliographic Details
Main Authors: Iurii Krak, Anatoliy Kulias, Valentina Petrovych, Vladyslav Kuznetsov
Format: Article
Language:English
Published: V.M. Glushkov Institute of Cybernetics 2021-06-01
Series:Кібернетика та комп'ютерні технології
Subjects:
Online Access:http://cctech.org.ua/13-vertikalnoe-menyu-en/251-abstract-21-2-7-arte