17 citations · 69 across the 23 of their papers we have counts for
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The Clustering of Author's Texts of English Fiction in the Vector Space of Semantic Fields
Bohdan Pavlyshenko
The clustering of text documents in the vector space of semantic fields and in the semantic space with orthogonal basis has been analysed. It is shown that using the vector space m…
Genetic Optimization of Keywords Subset in the Classification Analysis of Texts Authorship
Bohdan Pavlyshenko
The genetic selection of keywords set, the text frequencies of which are considered as attributes in text classification analysis, has been analyzed. The genetic optimization was p…
The Model of Semantic Concepts Lattice For Data Mining Of Microblogs
Bohdan Pavlyshenko
The model of semantic concept lattice for data mining of microblogs has been proposed in this work. It is shown that the use of this model is effective for the semantic relations a…
Classification Analysis Of Authorship Fiction Texts in The Space Of Semantic Fields
Bohdan Pavlyshenko
The use of naive Bayesian classifier (NB) and the classifier by the k nearest neighbors (kNN) in classification semantic analysis of authors' texts of English fiction has been anal…