Comparative Analysis of Linear Regression, Multilayer Perceptron and Support Vector Machines for its utilization in Stock Price Prediction

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):

Principal Component Analysis ◽

Support Vector Machines ◽

Stock Price ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal 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):

Principal Component Analysis ◽

Support Vector Machines ◽

Stock Price ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

Short term forecasting with support vector machines and application to stock price prediction

International Journal of General Systems ◽

10.1080/03081070601068595 ◽

2008 ◽

Vol 37 (6) ◽

pp. 677-687 ◽

Cited By ~ 40

Author(s):

Huseyin Ince ◽

Theodore B. Trafalis

Keyword(s):

Support Vector Machines ◽

Stock Price ◽

Support Vector ◽

Short Term ◽

Stock Price Prediction ◽

Price Prediction ◽

Vector Machines ◽

Short Term Forecasting

Comparative analysis of hybrid models of firefly optimization algorithm with support vector machines and multilayer perceptron for predicting soil temperature at different depths

Engineering Applications of Computational Fluid Mechanics ◽

10.1080/19942060.2020.1788644 ◽

2020 ◽

Vol 14 (1) ◽

pp. 939-953

Author(s):

Shahaboddin Shamshirband ◽

Fatemeh Esmaeilbeiki ◽

Davoud Zarehaghi ◽

Mohammadreza Neyshabouri ◽

Saeed Samadianfard ◽

...

Keyword(s):

Comparative Analysis ◽

Support Vector Machines ◽

Soil Temperature ◽

Optimization Algorithm ◽

Multilayer Perceptron ◽

Support Vector ◽

Vector Machines ◽

Different Depths ◽

Firefly Optimization ◽

Firefly Optimization Algorithm

Stock price prediction using support vector regression on daily and up to the minute prices

The Journal of Finance and Data Science ◽

10.1016/j.jfds.2018.04.003 ◽

2018 ◽

Vol 4 (3) ◽

pp. 183-201 ◽

Cited By ~ 36

Author(s):

Bruno Miranda Henrique ◽

Vinicius Amorim Sobreiro ◽

Herbert Kimura

Keyword(s):

Support Vector Regression ◽

Stock Price ◽

Support Vector ◽

Stock Price Prediction ◽

Communications in Computer and Information Science - Global Trends in Computing and Communication Systems ◽

Stock Price Prediction Using Support Vector Regression

10.1007/978-3-642-29219-4_67 ◽

2012 ◽

pp. 588-597 ◽

Cited By ~ 2

Author(s):

Abirami R. ◽

Vijaya M.S.

Keyword(s):

Support Vector Regression ◽

Stock Price ◽

Support Vector ◽

Stock Price Prediction ◽

A Comparative Analysis on Stock Price Prediction Model using DEEP LEARNING Technology

American Journal of Electronics & Communication ◽

10.15864/ajec.2303 ◽

2022 ◽

Vol 2 (3) ◽

Keyword(s):

Deep Learning ◽

Comparative Analysis ◽

Prediction Model ◽

Stock Price ◽

Learning Technology ◽

Stock Price Prediction ◽

Comparison of stock price prediction using geometric Brownian motion and multilayer perceptron

10.1063/5.0008066 ◽

2020 ◽

Cited By ~ 1

Author(s):

M. Azizah ◽

M. I. Irawan ◽

E. R. M. Putri

Keyword(s):

Brownian Motion ◽

Multilayer Perceptron ◽

Stock Price ◽

Geometric Brownian Motion ◽

Stock Price Prediction ◽

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

Application of multilayer perceptron neural networks and support vector machines in classification of healthcare data

2016 Future Technologies Conference (FTC) ◽

10.1109/ftc.2016.7821702 ◽

2016 ◽

Cited By ~ 16

Author(s):

Parisa Naraei ◽

Abdolreza Abhari ◽

Alireza Sadeghian

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Multilayer Perceptron ◽

Support Vector ◽

Healthcare Data ◽