Time Series Forecasting Using Support Vector Machines

Recent Advances in Time Series Forecasting ◽

10.1201/9781003102281-9 ◽

2021 ◽

pp. 139-149

Author(s):

V. Kumar ◽

S. Yadav

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Forecasting ◽

Support Vector ◽

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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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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Least square support vector machines as an alternative method in seasonal time series forecasting

Applied Mathematical Sciences ◽

10.12988/ams.2015.58525 ◽

2015 ◽

Vol 9 ◽

pp. 6207-6216 ◽

Author(s):

Ani Shabri

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Forecasting ◽

Least Square ◽

Support Vector ◽

Seasonal Time Series ◽

Alternative Method ◽

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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Application of Time Series Forecasting Algorithm via Support Vector Machines to Power System Wide-area Stability Prediction

2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific ◽

10.1109/tdc.2005.1546837 ◽

2005 ◽

Author(s):

Niu Lin ◽

Zhao Jian-guo ◽

Du Zhi-gang ◽

Jin Xiao-ling

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Power System ◽

Time Series Forecasting ◽

Wide Area ◽

Support Vector ◽

Stability Prediction ◽

Vector Machines

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Stock Time Series Forecasting Using Support Vector Machines Employing Analyst Recommendations

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760191_66 ◽

2006 ◽

pp. 452-457 ◽

Author(s):

Zhi-yong Zhang ◽

Chuan Shi ◽

Su-lan Zhang ◽

Zhong-zhi Shi

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Forecasting ◽

Support Vector ◽

Analyst Recommendations ◽

Vector Machines

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Time Series Forecasting with Volume Weighted Support Vector Machines

Communications in Computer and Information Science - Beyond Databases, Architectures, and Structures ◽

10.1007/978-3-319-06932-6_24 ◽

2014 ◽

pp. 250-258 ◽

Author(s):

Kamil Żbikowski

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Forecasting ◽

Support Vector ◽

Vector Machines

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Evolutionary Support Vector Machines for Time Series Forecasting

Artificial Neural Networks and Machine Learning – ICANN 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33266-1_65 ◽

2012 ◽

pp. 523-530

Author(s):

Paulo Cortez ◽

Juan Peralta Donate

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Forecasting ◽

Support Vector ◽

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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