Machine Learning Methods in the Problem of Attribution of Publicistic Texts of the XIX Century

Machine Learning Methods in the Problem of Attribution of Publicistic Texts of the XIX Century

We consider in this work linguostatistical methods that were used for attribution (establishing authorship) of publicistic articles of the XIX century. At that time, F. M. Dostoevsky edited and headed three journals: ""Time"", ""Epoch"" and ""Citizen...

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Autores principales: Aleksandr Rogov, Nikolai Moskin, Kirill Kulakov, Roman Abramov
Formato: article
Lenguaje:EN
Publicado: FRUCT 2021
Materias:
text attribution
f. m. dostoevsky
machine learning
decision tree
recurrent network
transformer model
smalt information system
Telecommunication
TK5101-6720
Acceso en línea:https://doaj.org/article/df087c5bfdd8451da9e6aa5851c9594a
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https://doaj.org/article/df087c5bfdd8451da9e6aa5851c9594a

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