Financial Time Series Forecasting Through Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.1879865 ◽

2011 ◽

Author(s):

vineet meharia

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Modified support vector machines in financial time series forecasting

Neurocomputing ◽

10.1016/s0925-2312(01)00676-2 ◽

2002 ◽

Vol 48 (1-4) ◽

pp. 847-861 ◽

Cited By ~ 247

Author(s):

Francis E.H. Tay ◽

L.J. Cao

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Feature Selection for Support Vector Machines in Financial Time Series Forecasting

Intelligent Data Engineering and Automated Learning — IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents - Lecture Notes in Computer Science ◽

10.1007/3-540-44491-2_38 ◽

2000 ◽

pp. 268-273 ◽

Cited By ~ 5

Author(s):

L. J. Cao ◽

Francis E. H. Tay

Keyword(s):

Time Series ◽

Feature Selection ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines ◽

Selection For

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c-ascending support vector machines for financial time series forecasting

2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003. Proceedings. ◽

10.1109/cifer.2003.1196277 ◽

2003 ◽

Cited By ~ 1

Author(s):

Li Juan Cao ◽

Kok Seng Chua ◽

Lim Kian Guan

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Financial time series forecasting using support vector machines

Neurocomputing ◽

10.1016/s0925-2312(03)00372-2 ◽

2003 ◽

Vol 55 (1-2) ◽

pp. 307-319 ◽

Cited By ~ 763

Author(s):

Kyoung-jae Kim

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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ε-Descending Support Vector Machines for Financial Time Series Forecasting

Intelligent Data Engineering and Automated Learning — IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents - Lecture Notes in Computer Science ◽

10.1007/3-540-44491-2_39 ◽

2000 ◽

pp. 274-279

Author(s):

L. J. Cao ◽

Francis E. H. Tay

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Support vector machines through financial time series forecasting

2017 International conference of Electronics, Communication and Aerospace Technology (ICECA) ◽

10.1109/iceca.2017.8212859 ◽

2017 ◽

Cited By ~ 1

Author(s):

Pooja Kewat ◽

Roopesh Sharma ◽

Upendra Singh ◽

Ravikant Itare

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map

Intelligent Data Analysis ◽

10.3233/ida-2001-5405 ◽

2001 ◽

Vol 5 (4) ◽

pp. 339-354 ◽

Cited By ~ 47

Author(s):

Francis Eng Hock Tay ◽

Li Juan Cao

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Feature Map ◽

Financial Time ◽

Vector Machines ◽

Self Organizing

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Rejection based support vector machines for financial time series forecasting

The 2013 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2013.6706870 ◽

2013 ◽

Cited By ~ 1

Author(s):

Yasin I. Rosowsky ◽

Robert E. Smith

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Application of Support Vector Machines in Financial Time Series Forecasting

Ordinary Shares, Exotic Methods ◽

10.1142/9789812791375_0007 ◽

2003 ◽

pp. 111-129 ◽

Cited By ~ 1

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines

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Saliency Analysis of Support Vector Machines for Feature Selection in Financial Time Series Forecasting

Computational Intelligence in Economics and Finance ◽

10.1007/978-3-662-06373-6_7 ◽

2004 ◽

pp. 182-199

Author(s):

Lijuan Cao ◽

Francis E. H. Tay

Keyword(s):

Time Series ◽

Feature Selection ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Vector Machines ◽

Saliency Analysis

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