Magnetic Resonance Brain Image Classification via Stationary Wavelet Transform and Generalized Eigenvalue Proximal Support Vector Machine

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2015.1542 ◽

2015 ◽

Vol 5 (7) ◽

pp. 1395-1403 ◽

Author(s):

Yudong Zhang ◽

Zhengchao Dong ◽

Aijun Liu ◽

Shuihua Wang ◽

Genlin Ji ◽

...

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Magnetic Resonance ◽

Image Classification ◽

Support Vector ◽

Stationary Wavelet Transform ◽

Brain Image ◽

Generalized Eigenvalue ◽

Proximal Support Vector Machine

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Sensorineural hearing loss detection via discrete wavelet transform and principal component analysis combined with generalized eigenvalue proximal support vector machine and Tikhonov regularization

Multimedia Tools and Applications ◽

10.1007/s11042-016-4087-6 ◽

2016 ◽

Vol 77 (3) ◽

pp. 3775-3793 ◽

Author(s):

Yi Chen ◽

Ming Yang ◽

Xianqing Chen ◽

Bin Liu ◽

Hainan Wang ◽

...

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Hearing Loss ◽

Wavelet Transform ◽

Tikhonov Regularization ◽

Principal Component ◽

Support Vector ◽

Discrete Wavelet ◽

Generalized Eigenvalue ◽

Proximal Support Vector Machine

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Magnetic resonance brain image classification based on weighted-type fractional Fourier transform and nonparallel support vector machine

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22144 ◽

2015 ◽

Vol 25 (4) ◽

pp. 317-327 ◽

Author(s):

Yu-Dong Zhang ◽

Shufang Chen ◽

Shui-Hua Wang ◽

Jian-Fei Yang ◽

Preetha Phillips

Keyword(s):

Support Vector Machine ◽

Fourier Transform ◽

Magnetic Resonance ◽

Image Classification ◽

Fractional Fourier Transform ◽

Support Vector ◽

Brain Image ◽

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Brain image classification by the combination of different wavelet transforms and support vector machine classification

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-02299-y ◽

2020 ◽

Author(s):

Shailendra Kumar Mishra ◽

V. Hima Deepthi

Keyword(s):

Support Vector Machine ◽

Image Classification ◽

Wavelet Transforms ◽

Support Vector ◽

Brain Image ◽

Support Vector Machine Classification

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Improved Generalized Eigenvalue Proximal Support Vector Machine

IEEE Signal Processing Letters ◽

10.1109/lsp.2012.2216874 ◽

2013 ◽

Vol 20 (3) ◽

pp. 213-216 ◽

Author(s):

Yuan-Hai Shao ◽

Nai-Yang Deng ◽

Wei-Jie Chen ◽

Zhen Wang

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Generalized Eigenvalue ◽

Proximal Support Vector Machine

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Generalized Eigenvalue Proximal Support Vector Machine Problem

10.1007/springerreference_72282 ◽

2012 ◽

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Generalized Eigenvalue ◽

Proximal Support Vector Machine ◽

Machine Problem

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Proximal support vector machine based pavement image classification

2012 IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci.2012.6463255 ◽

2012 ◽

Author(s):

Wei Na ◽

Wang Tao

Keyword(s):

Support Vector Machine ◽

Image Classification ◽

Support Vector ◽

Proximal Support Vector Machine

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Automatic detection of atrial fibrillation using stationary wavelet transform and support vector machine

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2015.03.005 ◽

2015 ◽

Vol 60 ◽

pp. 132-142 ◽

Author(s):

Shadnaz Asgari ◽

Alireza Mehrnia ◽

Maryam Moussavi

Keyword(s):

Atrial Fibrillation ◽

Support Vector Machine ◽

Wavelet Transform ◽

Automatic Detection ◽

Support Vector ◽

Stationary Wavelet Transform

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Bounded locality preserving distance based generalized eigenvalue proximal support vector machine

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243995 ◽

2017 ◽

Author(s):

Weihao Zang ◽

Lei Wang ◽

Hongbing Ji ◽

Lu Liu ◽

Jie Zhao ◽

...

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Generalized Eigenvalue ◽

Locality Preserving ◽

Proximal Support Vector Machine

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An automated MRI brain image segmentation and tumor detection using SOM-clustering and Proximal Support Vector Machine classifier

2015 IEEE International Conference on Engineering and Technology (ICETECH) ◽

10.1109/icetech.2015.7275030 ◽

2015 ◽

Author(s):

K. B. Vaishnavee ◽

K. Amshakala

Keyword(s):

Support Vector Machine ◽

Image Segmentation ◽

Support Vector Machine Classifier ◽

Tumor Detection ◽

Support Vector ◽

Brain Image ◽

Mri Brain ◽

Proximal Support Vector Machine ◽

Som Clustering ◽

Mri Brain Image

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Differential Search Algorithm-based Parametric Optimization of Fuzzy Generalized Eigenvalue Proximal Support Vector Machine

International Journal of Computer Applications ◽

10.5120/19023-0540 ◽

2014 ◽

Vol 108 (19) ◽

pp. 38-46 ◽

Author(s):

M. H.Marghny ◽

Rasha M. Abd El-Aziz ◽

Ahmed I. Taloba

Keyword(s):

Support Vector Machine ◽

Parametric Optimization ◽

Search Algorithm ◽

Support Vector ◽

Generalized Eigenvalue ◽

Proximal Support Vector Machine

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