Improved v -Support vector regression model based on variable selection and brain storm optimization for stock price forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2016.07.024 ◽

2016 ◽

Vol 49 ◽

pp. 164-178 ◽

Cited By ~ 36

Author(s):

Jianzhou Wang ◽

Ru Hou ◽

Chen Wang ◽

Lin Shen

Keyword(s):

Variable Selection ◽

Regression Model ◽

Support Vector Regression ◽

Stock Price ◽

Support Vector ◽

Price Forecasting ◽

Support Vector Regression Model ◽

Stock Price Forecasting ◽

Model Based ◽

Brain Storm Optimization

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Stock Price Forecasting with Empirical Mode Decomposition Based Ensemble $$\nu $$ -Support Vector Regression Model

Communications in Computer and Information Science - Computational Intelligence, Communications, and Business Analytics ◽

10.1007/978-981-10-6427-2_2 ◽

2017 ◽

pp. 22-34 ◽

Cited By ~ 1

Author(s):

Xueheng Qiu ◽

Huilin Zhu ◽

P. N. Suganthan ◽

Gehan A. J. Amaratunga

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Empirical Mode Decomposition ◽

Stock Price ◽

Support Vector ◽

Price Forecasting ◽

Support Vector Regression Model ◽

Stock Price Forecasting ◽

Mode Decomposition

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Support vector regression with modified firefly algorithm for stock price forecasting

Applied Intelligence ◽

10.1007/s10489-018-1351-7 ◽

2018 ◽

Vol 49 (5) ◽

pp. 1658-1674 ◽

Cited By ~ 13

Author(s):

Jun Zhang ◽

Yu-Fan Teng ◽

Wei Chen

Keyword(s):

Support Vector Regression ◽

Stock Price ◽

Firefly Algorithm ◽

Support Vector ◽

Price Forecasting ◽

Stock Price Forecasting ◽

Modified Firefly Algorithm

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Integration of nonlinear independent component analysis and support vector regression for stock price forecasting

Neurocomputing ◽

10.1016/j.neucom.2012.06.037 ◽

2013 ◽

Vol 99 ◽

pp. 534-542 ◽

Cited By ~ 70

Author(s):

Ling-Jing Kao ◽

Chih-Chou Chiu ◽

Chi-Jie Lu ◽

Jung-Li Yang

Keyword(s):

Independent Component Analysis ◽

Support Vector Regression ◽

Stock Price ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Price Forecasting ◽

Stock Price Forecasting

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Minute-ahead stock price forecasting based on singular spectrum analysis and support vector regression

Applied Mathematics and Computation ◽

10.1016/j.amc.2017.09.049 ◽

2018 ◽

Vol 320 ◽

pp. 444-451 ◽

Cited By ~ 17

Author(s):

Salim Lahmiri

Keyword(s):

Support Vector Regression ◽

Spectrum Analysis ◽

Stock Price ◽

Singular Spectrum Analysis ◽

Support Vector ◽

Price Forecasting ◽

Stock Price Forecasting ◽

Singular Spectrum

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Support Vector Regression Model Based on Empirical Mode Decomposition and Auto Regression for Electric Load Forecasting

Energies ◽

10.3390/en6041887 ◽

2013 ◽

Vol 6 (4) ◽

pp. 1887-1901 ◽

Cited By ~ 32

Author(s):

Guo-Feng Fan ◽

Shan Qing ◽

Hua Wang ◽

Wei-Chiang Hong ◽

Hong-Juan Li

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Empirical Mode Decomposition ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Support Vector Regression Model ◽

Model Based ◽

Mode Decomposition ◽

Auto Regression

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Research on Support Vector Regression Model Based on Different Kernels for Short-term Prediction of Ship Motion

2019 12th International Symposium on Computational Intelligence and Design (ISCID) ◽

10.1109/iscid.2019.00021 ◽

2019 ◽

Author(s):

Zhihong Nie ◽

Yue Yuan ◽

Dingjie Xu ◽

Feng Shen

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Ship Motion ◽

Support Vector ◽

Short Term ◽

Support Vector Regression Model ◽

Model Based ◽

Term Prediction ◽

Short Term Prediction

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Stock Price Forecasting Based on Improved Support Vector Regression

10.1109/icisce50968.2020.00272 ◽

2020 ◽

Author(s):

Yuhan Fang

Keyword(s):

Support Vector Regression ◽

Stock Price ◽

Support Vector ◽

Price Forecasting ◽

Stock Price Forecasting

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Optimization of support vector regression model based on outlier detection methods for predicting electricity consumption of a public building WSHP system

Energy and Buildings ◽

10.1016/j.enbuild.2017.06.056 ◽

2017 ◽

Vol 151 ◽

pp. 35-44 ◽

Cited By ~ 14

Author(s):

Shaobo Sun ◽

Guannan Li ◽

Huanxin Chen ◽

Yabin Guo ◽

Jiangyu Wang ◽

...

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Outlier Detection ◽

Electricity Consumption ◽

Detection Methods ◽

Support Vector ◽

Support Vector Regression Model ◽

Public Building ◽

Model Based

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A two-stage architecture for stock price forecasting by integrating self-organizing map and support vector regression

Expert Systems with Applications ◽

10.1016/j.eswa.2008.10.065 ◽

2009 ◽

Vol 36 (4) ◽

pp. 7947-7951 ◽

Cited By ~ 77

Author(s):

Sheng-Hsun Hsu ◽

JJ Po-An Hsieh ◽

Ting-Chih Chih ◽

Kuei-Chu Hsu

Keyword(s):

Support Vector Regression ◽

Stock Price ◽

Support Vector ◽

Price Forecasting ◽

Self Organizing Map ◽

Two Stage ◽

Stock Price Forecasting ◽

Self Organizing

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A New Hyperparameters Identification Method of Support Vector Regression Model Based on Back Propagation Neural Network

2020 Global Reliability and Prognostics and Health Management (PHM-Shanghai) ◽

10.1109/phm-shanghai49105.2020.9280989 ◽

2020 ◽

Author(s):

Yongtang Ye ◽

Wenbo Zhang ◽

Kunsong Lin ◽

Ping Xu ◽

Yunxia Chen

Keyword(s):

Neural Network ◽

Regression Model ◽

Support Vector Regression ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Support Vector Regression Model ◽

Identification Method ◽

Model Based

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