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cs.CL2012★ 2 cited
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…
cs.CL2012★ 1 cited
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…
cs.CL2012
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…