Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting

Lean Yu; Xun Zhang; Shouyang Wang

doi:10.12973/ejmste/77926

Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting

Eurasia Journal of Mathematics Science and Technology Education ◽

10.12973/ejmste/77926 ◽

2017 ◽

Vol 13 (12) ◽

Cited By ~ 9

Author(s):

Lean Yu ◽

Xun Zhang ◽

Shouyang Wang

Keyword(s):

Support Vector Machine ◽

Crude Oil ◽

Oil Price ◽

Support Vector ◽

Price Forecasting ◽

Crude Oil Price ◽

Machine Method ◽

Support Vector Machine Method

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Crude Oil Price Forecasting Using Hybrid Support Vector Machine

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/917/1/012045 ◽

2020 ◽

Vol 917 ◽

pp. 012045

Author(s):

Lee Jo Xian ◽

Shuhaida Ismail ◽

Aida Mustapha ◽

Mohd Helmy Abd Wahab ◽

Syed Zulkarnain Syed Idrus

Keyword(s):

Support Vector Machine ◽

Crude Oil ◽

Oil Price ◽

Support Vector ◽

Price Forecasting ◽

Crude Oil Price

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Coupling Firefly Algorithm and Least Squares Support Vector Regression for Crude Oil Price Forecasting

2013 Sixth International Conference on Business Intelligence and Financial Engineering ◽

10.1109/bife.2013.18 ◽

2013 ◽

Cited By ~ 4

Author(s):

Xinxie Li ◽

Lean Yu ◽

Ling Tang ◽

Wei Dai

Keyword(s):

Crude Oil ◽

Least Squares ◽

Support Vector Regression ◽

Firefly Algorithm ◽

Oil Price ◽

Support Vector ◽

Price Forecasting ◽

Crude Oil Price

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DAILY CRUDE OIL PRICE FORECASTING MODEL USING ARIMA, GENERALIZED AUTOREGRESSIVE CONDITIONAL HETEROSCEDASTIC AND SUPPORT VECTOR MACHINES

American Journal of Applied Sciences ◽

10.3844/ajassp.2014.425.432 ◽

2014 ◽

Vol 11 (3) ◽

pp. 425-432 ◽

Cited By ~ 16

Author(s):

Ahmed

Keyword(s):

Support Vector Machines ◽

Crude Oil ◽

Oil Price ◽

Support Vector ◽

Forecasting Model ◽

Price Forecasting ◽

Crude Oil Price ◽

Vector Machines

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A support vector machine-based ensemble prediction for crude oil price with VECM and STEPMRS

International Journal of Global Energy Issues ◽

10.1504/ijgei.2015.069488 ◽

2015 ◽

Vol 38 (1/2/3) ◽

pp. 18

Author(s):

Dongkuan Xu ◽

Tianjia Chen ◽

Wei Xu

Keyword(s):

Support Vector Machine ◽

Crude Oil ◽

Oil Price ◽

Ensemble Prediction ◽

Support Vector ◽

Crude Oil Price

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Kernel Functions for the Support Vector Machine: Comparing Performances on Crude Oil Price Data

Advances in Intelligent Systems and Computing - Recent Advances on Soft Computing and Data Mining ◽

10.1007/978-3-319-07692-8_26 ◽

2014 ◽

pp. 273-281 ◽

Cited By ~ 4

Author(s):

Haruna Chiroma ◽

Sameem Abdulkareem ◽

Adamu I. Abubakar ◽

Tutut Herawan

Keyword(s):

Support Vector Machine ◽

Crude Oil ◽

Kernel Functions ◽

Oil Price ◽

Support Vector ◽

Crude Oil Price ◽

Price Data

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A New Method for Crude Oil Price Forecasting Based on Support Vector Machines

Computational Science – ICCS 2006 - Lecture Notes in Computer Science ◽

10.1007/11758549_63 ◽

2006 ◽

pp. 444-451 ◽

Cited By ~ 57

Author(s):

Wen Xie ◽

Lean Yu ◽

Shanying Xu ◽

Shouyang Wang

Keyword(s):

Support Vector Machines ◽

Crude Oil ◽

Oil Price ◽

New Method ◽

Support Vector ◽

Price Forecasting ◽

Crude Oil Price ◽

Vector Machines

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Modified multiscale weighted permutation entropy and optimized support vector machine method for rolling bearing fault diagnosis with complex signals

ISA Transactions ◽

10.1016/j.isatra.2020.12.054 ◽

2021 ◽

Author(s):

Zhenya Wang ◽

Ligang Yao ◽

Gang Chen ◽

Jiaxin Ding

Keyword(s):

Support Vector Machine ◽

Fault Diagnosis ◽

Rolling Bearing ◽

Permutation Entropy ◽

Support Vector ◽

Complex Signals ◽

Machine Method ◽

Support Vector Machine Method ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Prediction of the resilient modulus of non-cohesive subgrade soils and unbound subbase materials using a hybrid support vector machine method and colliding bodies optimization algorithm

Construction and Building Materials ◽

10.1016/j.conbuildmat.2020.122140 ◽

2021 ◽

Vol 275 ◽

pp. 122140

Author(s):

Nasrin Heidarabadizadeh ◽

Ali Reza Ghanizadeh ◽

Ali Behnood

Keyword(s):

Support Vector Machine ◽

Optimization Algorithm ◽

Resilient Modulus ◽

Support Vector ◽

Machine Method ◽

Support Vector Machine Method ◽

Subgrade Soils ◽

Colliding Bodies Optimization

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Personality Classification of Facebook Users According to Big Five Personality Using SVM (Support Vector Machine) Method

Procedia Computer Science ◽

10.1016/j.procs.2020.12.023 ◽

2021 ◽

Vol 179 ◽

pp. 177-184

Author(s):

Ninda Anggoro Utami ◽

Warih Maharani ◽

Imelda Atastina

Keyword(s):

Support Vector Machine ◽

Big Five ◽

Support Vector ◽

Big Five Personality ◽

Machine Method ◽

Support Vector Machine Method ◽

Personality Classification

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A novel decomposition ensemble model with extended extreme learning machine for crude oil price forecasting

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2015.04.016 ◽

2016 ◽

Vol 47 ◽

pp. 110-121 ◽

Cited By ~ 83

Author(s):

Lean Yu ◽

Wei Dai ◽

Ling Tang

Keyword(s):

Crude Oil ◽

Extreme Learning Machine ◽

Oil Price ◽

Price Forecasting ◽

Ensemble Model ◽

Crude Oil Price ◽

Learning Machine

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