Forecasting financial time series with support vector machines based on dynamic kernels

2008 IEEE Conference on Soft Computing in Industrial Applications ◽

10.1109/smcia.2008.5045969 ◽

2008 ◽

Author(s):

Johannes Mager ◽

Ulrich Paasche ◽

Bernhard Sick

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

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 ◽

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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Directional Forecasting in Financial Time Series Using Support Vector Machines: The USD/EURO Exchange Rate

SSRN Electronic Journal ◽

10.2139/ssrn.2387655 ◽

2011 ◽

Author(s):

Vasilios Plakandaras ◽

Periklis Gogas ◽

Theophilos Papadimitriou

Keyword(s):

Time Series ◽

Exchange Rate ◽

Support Vector Machines ◽

Financial Time Series ◽

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 ◽

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 ◽

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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 ◽

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 ◽

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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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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Financial time series prediction using least squares support vector machines within the evidence framework

IEEE Transactions on Neural Networks ◽

10.1109/72.935093 ◽

2001 ◽

Vol 12 (4) ◽

pp. 809-821 ◽

Author(s):

T. Van Gestel ◽

J.A.K. Suykens ◽

D.-E. Baestaens ◽

A. Lambrechts ◽

G. Lanckriet ◽

...

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Least Squares ◽

Financial Time Series ◽

Time Series Prediction ◽

Support Vector ◽

Financial Time ◽

Evidence Framework ◽

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 ◽

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 ◽

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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