Sparse data-dependent kernel principal component analysis based on least squares support vector machine for feature extraction and recognition

Neural Computing and Applications ◽

10.1007/s00521-011-0600-z ◽

2011 ◽

Vol 21 (8) ◽

pp. 1971-1980 ◽

Author(s):

Jun-Bao Li ◽

Huijun Gao

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Feature Extraction ◽

Least Squares ◽

Principal Component ◽

Component Analysis ◽

Sparse Data ◽

Kernel Principal Component Analysis ◽

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Spam Detection Approach Based on C-Support Vector Machine and Kernel Principal-Component Analysis

2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing ◽

10.1109/iih-msp.2014.64 ◽

2014 ◽

Author(s):

Shu Geng ◽

Liu Lv ◽

Rongjun Liu

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Spam Detection ◽

Detection Approach

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Face Recognition with Kernel Principal Component Analysis and Support Vector Machine

2019 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS) ◽

10.1109/icimcis48181.2019.8985199 ◽

2019 ◽

Author(s):

Dewi Yanti Liliana ◽

I Made Agus Setiawan

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Face Recognition ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

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Safety assessment in power supply enterprise based on kernel principal component analysis and fast multi-class support vector machine

2009 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2009.5212424 ◽

2009 ◽

Author(s):

Wei Sun ◽

Guo-Zhen Ma

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Power Supply ◽

Safety Assessment ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Power Supply Enterprise

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Application of Improved Kernel Principal Component Analysis Support Vector Machine Model in Power Transformer Condition Assessment

Journal of Information and Computational Science ◽

10.12733/jics20106202 ◽

2015 ◽

Vol 12 (10) ◽

pp. 4105-4112

Author(s):

Yancai Xiao

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Support Vector Machine Model ◽

Power Transformer ◽

Principal Component ◽

Component Analysis ◽

Condition Assessment ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

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Early diagnosis of Alzheimer׳s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images

Neurocomputing ◽

10.1016/j.neucom.2014.09.072 ◽

2015 ◽

Vol 151 ◽

pp. 139-150 ◽

Author(s):

L. Khedher ◽

J. Ramírez ◽

J.M. Górriz ◽

A. Brahim ◽

F. Segovia

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Early Diagnosis ◽

Least Squares ◽

Partial Least Squares ◽

Principal Component ◽

Component Analysis ◽

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A hybrid kernel principal component analysis and support vector machine model for analysing sonographic features of parotid glands in Sjogren's syndrome

International Journal of Mathematical Modelling and Numerical Optimisation ◽

10.1504/ijmmno.2011.037202 ◽

2011 ◽

Vol 2 (1) ◽

pp. 98 ◽

Author(s):

Ping Feng Pai ◽

Ya Hsin Chang ◽

Ming Fu Hsu ◽

Jachih Fu ◽

Hsin Hua Chen

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Support Vector Machine Model ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Parotid Glands ◽

Machine Model ◽

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Condition Assessment of Power Supply Equipment Based on Kernel Principal Component Analysis and Multi-class Support Vector Machine

2009 Fifth International Conference on Natural Computation ◽

10.1109/icnc.2009.433 ◽

2009 ◽

Author(s):

Wei Sun ◽

Guozhen Ma

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Power Supply ◽

Principal Component ◽

Component Analysis ◽

Condition Assessment ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Supply Equipment

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Auxiliary Diagnosis of Breast Cancer Based on Kernel Principal Component Analysis Support Vector Machine

Hans Journal of Data Mining ◽

10.12677/hjdm.2018.83010 ◽

2018 ◽

Vol 08 (03) ◽

pp. 89-95

Author(s):

珂珂邓

Keyword(s):

Breast Cancer ◽

Principal Component Analysis ◽

Support Vector Machine ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

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Time Series Forecasting for Electricity Consumption using Kernel Principal Component Analysis (kPCA) and Support Vector Machine (SVM)

Journal of Physics Conference Series ◽

10.1088/1742-6596/1196/1/012073 ◽

2019 ◽

Vol 1196 ◽

pp. 012073

Author(s):

Verlly Puspita ◽

Ermatita

Keyword(s):

Principal Component Analysis ◽

Time Series ◽

Support Vector Machine ◽

Electricity Consumption ◽

Principal Component ◽

Component Analysis ◽

Time Series Forecasting ◽

Kernel Principal Component Analysis ◽

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An efficient P300 detection algorithm based on Kernel Principal Component Analysis-Support Vector Machine

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107608 ◽

2022 ◽

Vol 97 ◽

pp. 107608

Author(s):

Mohammad Farukh Hashmi ◽

Jagdish D. Kene ◽

Deepali M. Kotambkar ◽

Praveen Matte ◽

Avinash G. Keskar

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Principal Component ◽

Component Analysis ◽

Detection Algorithm ◽

Kernel Principal Component Analysis ◽

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