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

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

A Novel Integrated Principal Component Analysis and Support vector Machines based diagnostic system for detection of Chronic Kidney disease

International Journal of Data Analysis Techniques and Strategies ◽

10.1504/ijdats.2020.10018953 ◽

2020 ◽

Vol 12 (2) ◽

pp. 1

Author(s):

Babita Pandey ◽

Aditya Khamparia

Keyword(s):

Chronic Kidney Disease ◽

Principal Component Analysis ◽

Support Vector Machines ◽

Kidney Disease ◽

Diagnostic System ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Vector Machines

Download Full-text