Categorization of text documents taking into account some structural features

DOI10.1134/S1064230715060088zbMath1442.68243OpenAlexW2315016321MaRDI QIDQ1742433

V. V. Gulin, A. B. Frolov

Publication date: 11 April 2018

Published in: Journal of Computer and Systems Sciences International (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s1064230715060088

zbMATH Keywords

categorizationbag-of-words

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Natural language processing (68T50)

Uses Software

• LIBSVM
• ElemStatLearn
• C4.5
• Wumpus

Cites Work

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• Logical models of molecular shapes and their families
• Metric properties of factor space of molecular shapes
• A finite topology principle in recognizing topological forms
• Training v-Support Vector Classifiers: Theory and Algorithms
• Introduction to Information Retrieval
• A vector space model for automatic indexing
• An algorithm for information structuring and retrieval
• Random forests

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