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

Support Vector Machines ◽

Stock Price ◽

Stock Exchange ◽

Principal Component ◽

Support Vector ◽

Price Forecasting ◽

Short Term ◽

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

IIE Transactions ◽

10.1080/07408170600897486 ◽

2007 ◽

Vol 39 (6) ◽

pp. 629-637 ◽

Cited By ~ 30

Author(s):

Huseyin Ince ◽

Theodore B. Trafalis

Keyword(s):

Support Vector Machines ◽

Stock Price ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

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

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

10.1109/ijcnn.2004.1380933 ◽

2005 ◽

Cited By ~ 12

Author(s):

H. Ince ◽

T.B. Trafalis

Keyword(s):

Support Vector Machines ◽

Stock Price ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

2008 Second International Symposium on Intelligent Information Technology Application ◽

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

10.1109/iita.2008.457 ◽

2008 ◽

Cited By ~ 1

Author(s):

Qisong Chen ◽

Xiaowei Chen ◽

Yun Wu

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Prediction Model ◽

Time Series Prediction ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

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

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

10.1007/978-981-10-7179-9_21 ◽

2017 ◽

pp. 274-285

Author(s):

Kaibo Zhou ◽

Gaofeng Xu ◽

Hongting Wang ◽

Sihai Guo

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Aluminium Electrolysis ◽

Vector Machines ◽

Joint Method

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) ◽

Cited By ~ 1

Author(s):

Ivanna Kristianti Timotius ◽

Iwan Setyawan ◽

Andreas Ardian Febrianto

Keyword(s):

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Human Upper Limb Movement Recognition Based on Kernel Principal Component Analysis and Support Vector Machines

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9188747 ◽

2020 ◽

Author(s):

Fei Wang ◽

Zhibo Fan ◽

Ketao Shi ◽

Han Wu

Keyword(s):

Support Vector Machines ◽

Upper Limb ◽

Principal Component ◽

Limb Movement ◽

Support Vector ◽

Movement Recognition ◽

Vector Machines ◽

Human Upper Limb

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 ◽

Cited By ~ 9

Author(s):

Ivanna K Timotius ◽

◽

Iwan Setyawan ◽

Andreas A Febrianto ◽

◽

...

Keyword(s):

Face Recognition ◽

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

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

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

10.1007/978-3-319-74476-6_3 ◽

2018 ◽

pp. 23-26

Author(s):

Alex La ◽

John Salmon ◽

Jaron Ellingson

Keyword(s):

Support Vector Machines ◽

Principal Component ◽

Component Analysis ◽

Mode Shapes ◽

Support Vector ◽

Vector Machines ◽

Turbo Machinery

Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange

Expert Systems with Applications ◽

10.1016/j.eswa.2010.10.027 ◽

2011 ◽

Vol 38 (5) ◽

pp. 5311-5319 ◽

Cited By ~ 298

Author(s):

Yakup Kara ◽

Melek Acar Boyacioglu ◽

Ömer Kaan Baykan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Stock Price ◽

Price Index ◽

Stock Exchange ◽

Support Vector ◽

Istanbul Stock Exchange ◽

Vector Machines ◽

Artificial Neural

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 ◽

Cited By ~ 5

Author(s):

Yu Gao ◽

Tianshe Yang ◽

Nan Xing ◽

Minqiang Xu

Keyword(s):

Support Vector Machines ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Support Vector ◽

Vector Machines ◽

Detection And Diagnosis