表紙画像

A hybrid GMDH and least squares support vector machines in time series forecasting

Time series consists of complex nonlinear and chaotic patterns that are difficult to forecast. This paper proposes a novel hybrid forecasting model which combines the group method of data handling (GMDH) and the least squares support vector machine (LSSVM), known as GLSSVM. The GMDH is used to deter...

保存先:

書誌詳細
主要な著者:	Samsudin, Ruhaidah, Saad, Puteh, Shabri, Ani
フォーマット:	論文
出版事項:	Institute of Computer Science 2011
主題:	QA75 Electronic computers. Computer science
オンライン･アクセス:	http://eprints.utm.my/id/eprint/28595/ http://dx.doi.org/10.14311/NNW.2011.21.015
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

Hybridizing GMDH and least squares SVM support vector machine for forecasting tourism demand
著者:: Samsudin, Ruhaidah, 等
出版事項: (2010)

A hybrid least squares support vector machines and GMDH approach for river flow forecasting
著者:: Samsudin, Ruhaidah, 等
出版事項: (2010)

River flow time series using least squares support vector machines
著者:: Samsudin, Ruhaidah, 等
出版事項: (2011)

River flow forecasting: a hybrid model of self organizing maps and least square support vector machine
著者:: Ismail, S., 等
出版事項: (2010)

Combination of forecasting using modified GMDH and genetic algorithm
著者:: Samsudin, Ruhaidah, 等
出版事項: (2009)

Exchange rate forecasting using modified empirical mode decomposition and least squares support vector machine
著者:: Abdul Rashid, Nur Izzati, 等
出版事項: (2016)

A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting
著者:: Ismail, Shuhaida, 等
出版事項: (2011)

River flow time series using least squares vector machines
著者:: Samsudin, Ruhaidah, 等
出版事項: (2011)

Empirical mode decomposition-least squares support vector machine based for water demand forecasting
著者:: Shabri, Ani, 等
出版事項: (2015)

A review on optimization of least squares support vector machine for time series forecasting
著者:: Yusof, Yuhanis, 等
出版事項: (2016)

Time series forecasting using least square support vector machine for Canadian Lynx data
著者:: Shabri, Ani, 等
出版事項: (2014)

A comparison of time series forecasting using support vector machine and artificial neural network model
著者:: Samsudin, Ruhaidah, 等
出版事項: (2010)

Application of hybrid GMDH and least square support vector machine in energy consumption forecasting
著者:: Ahmad, Ahmad Sukri, 等
出版事項: (2012)

The GMDH model and its application to forecating of rice yields
著者:: Samsudin, Ruhaidah, 等
出版事項: (2008)

Streamflow forecasting using least-squares support vector machines
著者:: Shabri, Ani, 等
出版事項: (2012)

A Hybrid Least Squares Support Vector Machine with Bat and Cuckoo Search Algorithms for Time Series Forecasting
著者:: Mohammed, Athraa Jasim, 等
出版事項: (2020)

Time series forecasting using wavelet-least squares support vector machines and wavelet regression models for monthly stream flow data
著者:: Muhammed Pandhiani, Siraj, 等
出版事項: (2013)

Fishery landing forecasting using EMD-based least square support vector machine models
著者:: Shabri, Ani
出版事項: (2015)

Short term forecasting based on hybrid least squares support vector machines
著者:: Zuriani, Mustaffa, 等
出版事項: (2018)

Enhanced artificial bee colony-least squares support vector machines algorithm for time series prediction
著者:: Zuriani, Mustaffa
出版事項: (2014)

Stream flow forecasting using principal component analysis and least square support vector machine
著者:: Ismail, Shuhaida, 等
出版事項: (2014)

Forecasting of the rice yields time series forecasting using artificial neural network and statistical model
著者:: Shabri, Ani, 等
出版事項: (2009)

Forecasting crude oil prices using discrete wavelet transform with autoregressive integrated moving average and Least Square Support Vector Machine combination approach
著者:: Md. Khair, N. Q. N., 等
出版事項: (2017)

Short term traffic forecasting based on hybrid of firefly algorithm and least squares support vector machine
著者:: Yusof, Yuhanis, 等
出版事項: (2015)

Enhanced artificial bee colony for training least squares support vector machines in commodity price forecasting
著者:: Mustaffa, Zuriani, 等
出版事項: (2014)

Empirical Mode Decomposition Coupled with Least Square Support Vector Machine for River Flow Forecasting
著者:: Ismail, Shuhaida, 等
出版事項: (2015)

A hybridization of enhanced artificial bee colony-least squares support vector machines for price forecasting
著者:: Mustaffa, Zuriani, 等
出版事項: (2012)

A hybrid model of self organizing maps and least square support vector machine for river flow forecasting
著者:: Ismail, S., 等
出版事項: (2012)

The enhanced group method of data handling models for time series forecasting
著者:: Samsudin, Ruhaidah
出版事項: (2012)

FORECASTING MODEL OF ENERGY CONSUMPTION USING LEAST SQUARES SUPPORT VECTOR MACHINES
著者:: SARJIT SINGH, ARVINDER SINGH A/L
出版事項: (2012)

Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
著者:: Zuriani, Mustaffa, 等
出版事項: (2015)

Hybrid least squares support vector machines for short term predictive analysis
著者:: Zuriani, Mustaffa, 等
出版事項: (2017)

Optimization of least squares support vector machine technique using genetic algorithm for electroencephalogram multi-dimensional signals
著者:: Ahmad, Farzana Kabir, 等
出版事項: (2016)

Empirical mode decomposition with least square support vector machine model for river flow forecasting
著者:: Ismail, Shuhaida
出版事項: (2016)

Medium term load forecasting using evolutionary programming-least square support vector machine
著者:: Yasin Z.M., 等
出版事項: (2023)

Single Channel sEMG Muscle Fatigue Prediction An Implementation Using Least Square Support Vector Machine
著者:: Ahmad Sharawardi, Nur Shidah, 等
出版事項: (2014)

ANFIS for rice yelds forecasting
著者:: Samsudin, Ruhaida, 等
出版事項: (2008)

Long-term load forecasting using grey wolf optimizer-least-squares support vector machine
著者:: Yasin Z.M., 等
出版事項: (2023)

NEXT-HOUR ELECTRICITY PRICE FORECASTING USING LEAST SQUARES SUPPORT VECTOR MACHINE AND GENETIC ALGORITHM
著者:: Razak I.A.W.A., 等
出版事項: (2023)

Covid-19 confirmed cases prediction in china based on barnacles mating optimizer-least squares support vector machines
著者:: Zuriani, Mustaffa, 等
出版事項: (2021)