An Investigation on Support Vector Machines and Wavelet Transform in Electroencephalogram Signal Classification

Medical Applications of Artificial Intelligence ◽

10.1201/b15618-11 ◽

2013 ◽

pp. 113-132

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Signal Classification ◽

Support Vector ◽

Vector Machines

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Myocardial ischemia detection with ECG analysis, using Wavelet Transform and Support Vector Machines

2010 17th Iranian Conference of Biomedical Engineering (ICBME) ◽

10.1109/icbme.2010.5704920 ◽

2010 ◽

Author(s):

Asie Bakhshipour ◽

Mohammad Pooyan ◽

Hojat Mohammadnejad ◽

Alireza Fallahi

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Myocardial Ischemia ◽

Support Vector ◽

Ecg Analysis ◽

Vector Machines

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An Improved PCA Face Recognition Algorithm Based on the Discrete Wavelet Transform and the Support Vector Machines

2007 International Conference on Computational Intelligence and Security Workshops (CISW 2007) ◽

10.1109/cisw.2007.4425498 ◽

2007 ◽

Author(s):

Hong Wang ◽

Su Yang ◽

Wei Liao

Keyword(s):

Face Recognition ◽

Wavelet Transform ◽

Support Vector Machines ◽

Discrete Wavelet Transform ◽

Recognition Algorithm ◽

Support Vector ◽

Discrete Wavelet ◽

Vector Machines

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Detection of oil yield from oil shale based on near-infrared spectroscopy combined with wavelet transform and least squares support vector machines

Infrared Physics & Technology ◽

10.1016/j.infrared.2018.12.036 ◽

2019 ◽

Vol 97 ◽

pp. 224-228 ◽

Author(s):

Fudong Zhang ◽

Jie Liu ◽

Jun Lin ◽

Zhihong Wang

Keyword(s):

Infrared Spectroscopy ◽

Wavelet Transform ◽

Support Vector Machines ◽

Least Squares ◽

Near Infrared Spectroscopy ◽

Oil Shale ◽

Near Infrared ◽

Oil Yield ◽

Support Vector ◽

Vector Machines

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Using support vector machines to distinguish enzymes: Approached by incorporating wavelet transform

Journal of Theoretical Biology ◽

10.1016/j.jtbi.2008.10.026 ◽

2009 ◽

Vol 256 (4) ◽

pp. 625-631 ◽

Author(s):

Jian-Ding Qiu ◽

San-Hua Luo ◽

Jian-Hua Huang ◽

Ru-Ping Liang

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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Short-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform

2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI) ◽

10.1109/la-cci47412.2019.9036757 ◽

2019 ◽

Author(s):

Andres Jaramillo-Yanez ◽

Luis Unapanta ◽

Marco E. Benalcazar

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Discrete Wavelet Transform ◽

Gesture Recognition ◽

Transient State ◽

Support Vector ◽

Hand Gesture ◽

Discrete Wavelet ◽

Vector Machines

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EEG signal classification using PCA, ICA, LDA and support vector machines

Expert Systems with Applications ◽

10.1016/j.eswa.2010.06.065 ◽

2010 ◽

Vol 37 (12) ◽

pp. 8659-8666 ◽

Author(s):

Abdulhamit Subasi ◽

M. Ismail Gursoy

Keyword(s):

Support Vector Machines ◽

Signal Classification ◽

Support Vector ◽

Vector Machines ◽

Eeg Signal Classification

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A brain-computer interface based on functional transcranial doppler ultrasound using wavelet transform and support vector machines

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2017.10.003 ◽

2018 ◽

Vol 293 ◽

pp. 174-182 ◽

Author(s):

Aya Khalaf ◽

Matthew Sybeldon ◽

Ervin Sejdic ◽

Murat Akcakaya

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Doppler Ultrasound ◽

Transcranial Doppler ◽

Brain Computer Interface ◽

Transcranial Doppler Ultrasound ◽

Computer Interface ◽

Support Vector ◽

Vector Machines

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Decoding Objects of Basic Categories from Electroencephalographic Signals Using Wavelet Transform and Support Vector Machines

Brain Topography ◽

10.1007/s10548-014-0371-9 ◽

2014 ◽

Vol 28 (1) ◽

pp. 33-46 ◽

Author(s):

Mitra Taghizadeh-Sarabi ◽

Mohammad Reza Daliri ◽

Kavous Salehzadeh Niksirat

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Electroencephalographic Signals

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ECG delineation and ischemic ST-segment detection based in wavelet transform and support vector machines

2013 Pan American Health Care Exchanges (PAHCE) ◽

10.1109/pahce.2013.6568279 ◽

2013 ◽

Author(s):

C.A. Bustamante ◽

S.I. Duque ◽

A. Orozco-Duque ◽

J. Bustamante

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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Consonant recognition of dysarthria Based on Wavelet Transform and Fuzzy Support Vector Machines

Journal of Software ◽

10.4304/jsw.6.5.887-893 ◽

2011 ◽

Vol 6 (5) ◽

Author(s):

Zhuo-ming Chen ◽

Wei-xin Ling ◽

Jian-hui Zhao ◽

Tao-tao Yao

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Support Vector ◽

Consonant Recognition ◽

Vector Machines ◽

Fuzzy Support Vector Machines

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