An incremental support vector machine-trained TS-type fuzzy system for online classification problems

DOI10.1016/j.fss.2010.08.006zbMath1211.68310OpenAlexW2014016226MaRDI QIDQ622092

Chia-Feng Juang, Wei-Yuan Cheng

Publication date: 31 January 2011

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.fss.2010.08.006

zbMATH Keywords

fuzzy neural networkschannel equalizationfuzzy classifiersincremental support vector machinesskin color segmentation

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Robust support vector machine-trained fuzzy system ⋮ Improving the robustness of recursive consequent parameters learning in evolving neuro-fuzzy systems

Cites Work

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• A multilayered neuro-fuzzy classifier with self-organizing properties
• An improved incremental training algorithm for support vector machines using active query
• Performance enhancement for neural fuzzy systems using asymmetric membership functions
• NARMAX time series model prediction: feedforward and recurrent fuzzy neural network approaches

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