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 ◽

Author(s):

Huseyin Ince ◽

Theodore B. Trafalis

Keyword(s):

Support Vector Machines ◽

Stock Price ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

Vector Machines ◽

Short Term Forecasting

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

International Journal of Modern Trends in Engineering & Research ◽

10.21884/ijmter.2017.4177.h97je ◽

2017 ◽

Vol 4 (6) ◽

pp. 7-12

Keyword(s):

Comparative Analysis ◽

Support Vector Machines ◽

Linear Regression ◽

Multilayer Perceptron ◽

Stock Price ◽

Support Vector ◽

Stock Price Prediction ◽

Price Prediction ◽

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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Short Term Forecasting Based on Hybrid Least Squares Support Vector Machines

Advanced Science Letters ◽

10.1166/asl.2018.12958 ◽

2018 ◽

Vol 24 (10) ◽

pp. 7455-7460 ◽

Author(s):

Zuriani Mustaffa ◽

Mohd Herwan Sulaiman ◽

Ferda Ernawan ◽

Noorhuzaimi@Karimah Mohd Noor

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines ◽

Short Term Forecasting

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Short-Term Stock Price Prediction Models Based on Economic Background

Proceedings of the 3rd International Conference on Information Technologies and Electrical Engineering ◽

10.1145/3452940.3452947 ◽

2020 ◽

Author(s):

Ruien Luo

Keyword(s):

Stock Price ◽

Prediction Models ◽

Stock Price Prediction ◽

Price Prediction ◽

Economic Background

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A comparison of artificial neural networks and support vector machines for short-term load forecasting using various load types

2017 IEEE Manchester PowerTech ◽

10.1109/ptc.2017.7980814 ◽

2017 ◽

Author(s):

Glen Mitchell ◽

Sanjay Bahadoorsingh ◽

Neil Ramsamooj ◽

Chandrabhan Sharma

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

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A Deep Learning-Based Approach for Stock Price Prediction Using Bidirectional Gated Recurrent Unit and Bidirectional Long Short Term Memory Model

10.1109/gcat52182.2021.9587895 ◽

2021 ◽

Author(s):

Md. Ebtidaul Karim ◽

Sabrina Ahmed

Keyword(s):

Deep Learning ◽

Stock Price ◽

Short Term Memory ◽

Memory Model ◽

Term Memory ◽

Stock Price Prediction ◽

Price Prediction ◽

Long Short Term Memory ◽

Gated Recurrent Unit

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Stock Price Prediction using Fractional Gradient-Based Long Short Term Memory

Journal of Physics Conference Series ◽

10.1088/1742-6596/1969/1/012038 ◽

2021 ◽

Vol 1969 (1) ◽

pp. 012038

Author(s):

N Singh ◽

Sugandha ◽

T Mathur ◽

S Agarwal ◽

K Tiwari

Keyword(s):

Stock Price ◽

Short Term Memory ◽

Term Memory ◽

Stock Price Prediction ◽

Price Prediction ◽

Gradient Based ◽

Long Short Term Memory

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Application of a hybrid model on short‐term load forecasting based on support vector machines (SVM)

New Zealand Journal of Agricultural Research ◽

10.1080/00288230709510324 ◽

2007 ◽

Vol 50 (5) ◽

pp. 567-572 ◽

Author(s):

Limin Ao ◽

Yongchun Wang ◽

Qian Zhang

Keyword(s):

Support Vector Machines ◽

Hybrid Model ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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