Kernel principal component analysis and support vector machines for stock price prediction

IIE Transactions ◽

10.1080/07408170600897486 ◽

2007 ◽

Vol 39 (6) ◽

pp. 629-637 ◽

Author(s):

Huseyin Ince ◽

Theodore B. Trafalis

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Stock Price ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

Vector Machines

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Kernel principal component analysis and support vector machines for stock price prediction

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1380933 ◽

2005 ◽

Author(s):

H. Ince ◽

T.B. Trafalis

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Stock Price ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

Vector Machines

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The Combining Kernel Principal Component Analysis with Support Vector Machines for Time Series Prediction Model

2008 Second International Symposium on Intelligent Information Technology Application ◽

10.1109/iita.2008.457 ◽

2008 ◽

Author(s):

Qisong Chen ◽

Xiaowei Chen ◽

Yun Wu

Keyword(s):

Principal Component Analysis ◽

Time Series ◽

Support Vector Machines ◽

Prediction Model ◽

Time Series Prediction ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Vector Machines

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Fault Diagnosis in Aluminium Electrolysis Using a Joint Method Based on Kernel Principal Component Analysis and Support Vector Machines

Communications in Computer and Information Science - Bio-inspired Computing: Theories and Applications ◽

10.1007/978-981-10-7179-9_21 ◽

2017 ◽

pp. 274-285

Author(s):

Kaibo Zhou ◽

Gaofeng Xu ◽

Hongting Wang ◽

Sihai Guo

Keyword(s):

Principal Component Analysis ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Aluminium Electrolysis ◽

Vector Machines ◽

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TWO-CLASS CLASSIFICATION WITH VARIOUS CHARACTERISTICS BASED ON KERNEL PRINCIPAL COMPONENT ANALYSIS AND SUPPORT VECTOR MACHINES

MAKARA of Technology Series ◽

10.7454/mst.v15i1.863 ◽

2011 ◽

Vol 15 (1) ◽

Author(s):

Ivanna Kristianti Timotius ◽

Iwan Setyawan ◽

Andreas Ardian Febrianto

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Vector Machines

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Short-term stock price forecasting using kernel principal component analysis and support vector machines: the case of Casablanca stock exchange

Procedia Computer Science ◽

10.1016/j.procs.2018.01.111 ◽

2018 ◽

Vol 127 ◽

pp. 161-169 ◽

Author(s):

Anass Nahil ◽

Abdelouahid Lyhyaoui

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Stock Price ◽

Stock Exchange ◽

Principal Component ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Price Forecasting ◽

Vector Machines

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Face Recognition between Two Person using Kernel Principal Component Analysis and Support Vector Machines

International Journal on Electrical Engineering and Informatics ◽

10.15676/ijeei.2010.2.1.5 ◽

2010 ◽

Vol 2 (1) ◽

pp. 53-61 ◽

Author(s):

Ivanna K Timotius ◽

◽

Iwan Setyawan ◽

Andreas A Febrianto ◽

◽

...

Keyword(s):

Principal Component Analysis ◽

Face Recognition ◽

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Vector Machines

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Identifying Mode Shapes of Turbo-Machinery Blades Using Principal Component Analysis and Support Vector Machines

Structural Health Monitoring, Photogrammetry & DIC, Volume 6 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-3-319-74476-6_3 ◽

2018 ◽

pp. 23-26

Author(s):

Alex La ◽

John Salmon ◽

Jaron Ellingson

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Mode Shapes ◽

Support Vector ◽

Vector Machines ◽

Turbo Machinery

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Fault detection and diagnosis for spacecraft using principal component analysis and support vector machines

2012 7th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2012.6361054 ◽

2012 ◽

Author(s):

Yu Gao ◽

Tianshe Yang ◽

Nan Xing ◽

Minqiang Xu

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Support Vector ◽

Vector Machines ◽

Detection And Diagnosis

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Comparison of Different Training Data Reduction Approaches for Fast Support Vector Machines Based on Principal Component Analysis and Distance Based Measurements

International Journal of Computational and Experimental Science and Engineering ◽

10.22399/ijcesen.374222 ◽

2018 ◽

Vol 4 (1) ◽

pp. 1-5 ◽

Author(s):

Gür Emre Güraksın ◽

Harun Uğuz

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Data Reduction ◽

Principal Component ◽

Component Analysis ◽

Training Data ◽

Support Vector ◽

Vector Machines

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Hyperspectral image classification via principal component analysis, 2D spatial convolution, and support vector machines

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.15.032202 ◽

2021 ◽

Vol 15 (03) ◽

Author(s):

Guang Y. Chen ◽

Wenfang Xie ◽

Adam Krzyzak ◽

Shen-En Qian

Keyword(s):

Principal Component Analysis ◽

Support Vector Machines ◽

Image Classification ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Vector Machines

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