A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals

DOI10.1016/J.AMC.2007.12.028zbMath1137.92331OpenAlexW2002878629MaRDI QIDQ929405

Salih Güneş, Kemal Polat

Publication date: 17 June 2008

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2007.12.028

zbMATH Keywords

discrete Fourier transformEEG signalsdiscrete wavelet transform (DWT)epileptic seizureAR spectral analysisC4.5 decision tree classifierdistance based data reduction

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55) Computing methodologies and applications (68U99) Medical applications (general) (92C50) Numerical methods for wavelets (65T60) Artificial intelligence (68T99)

Uses Software

• C4.5

Cites Work

• Unnamed Item
• Classification of EEG signals using the wavelet transform.
• A new look at the statistical model identification

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