Simple and efficient classification scheme based on specific vocabulary

DOI10.1007/S10287-012-0149-ZzbMath1273.91414OpenAlexW2151273661MaRDI QIDQ373216

Jacques Savoy, Olena Zubaryeva

Publication date: 21 October 2013

Published in: Computational Management Science (Search for Journal in Brave)

Full work available at URL: http://doc.rero.ch/record/31073/files/Savoy_Jacques-Simple_and_efficient_classification-20130104.pdf

zbMATH Keywords

machine learningtext categorizationcorpus linguisticsnatural language processing (NLP)statistics in lexical analysis

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Linguistics (91F20)

Uses Software

• Stanford Tagger
• ElemStatLearn

Cites Work

• Unnamed Item
• Fundamentals of predictive text mining
• Introduction to Information Retrieval
• Authorship Attribution of Texts: A Review
• Word frequency distributions

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