Support vector classification with fuzzy hyperplane

DOI10.3233/IFS-151852zbMath1361.68180OpenAlexW2211081255MaRDI QIDQ2988542

Pei-Yi Hao

Publication date: 19 May 2017

Published in: Journal of Intelligent & Fuzzy Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3233/ifs-151852

zbMATH Keywords

fuzzy set theorysupport vector machine (SVM)fuzzy classifiermaximal-margin classifier

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (2)

Possibilistic classification by support vector networks ⋮ Dual possibilistic regression analysis using support vector networks

Cites Work

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• The concept of a linguistic variable and its application to approximate reasoning. I
• New support vector algorithms with parametric insensitive/margin model
• Support-vector networks
• Linear Regression Analysis with Fuzzy Model
• Operations on fuzzy numbers
• On solving fuzzy mathematical relationships
• Choosing multiple parameters for support vector machines

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