A FUZZY MODEL OF ASSOCIATING TOPICS WITH CLASSES USING TOPIC MODELING IN CLASSIFICATION PROBLEMS

The paper proposes to use topic modeling algorithms to solve the problem of classifying text documents, and to apply a model of fuzzy relationships between classes and topics to the results.

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Publication Details

Published
2025-06-15
DOI
https://doi.org/10.21667/978-5-7722-0426-9-117-121
Primary Topic
Fuzzy Logic and Control Systems
Type
article
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article

A FUZZY MODEL OF ASSOCIATING TOPICS WITH CLASSES USING TOPIC MODELING IN CLASSIFICATION PROBLEMS

Н. И. Цуканова
Fuzzy Logic and Control Systems
article

A FUZZY MODEL OF ASSOCIATING TOPICS WITH CLASSES USING TOPIC MODELING IN CLASSIFICATION PROBLEMS

Н. И. Цуканова
article en

Abstract

The paper proposes to use topic modeling algorithms to solve the problem of classifying text documents, and to apply a model of fuzzy relationships between classes and topics to the results.

Openalex Percentile: Top 88%
Fuzzy Logic and Control Systems
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A FUZZY MODEL OF ASSOCIATING TOPICS WITH CLASSES USING TOPIC MODELING IN CLASSIFICATION PROBLEMS — Н. И. Цуканова · (2025) | TGRS Research Map | TGRS