表紙画像

Streamflow forecasting using least-squares support vector machines

This paper investigates the ability of a least-squares support vector machine (LSSVM) model to improve the accuracy of streamflow forecasting. Cross-validation and grid-search methods are used to automatically determine the LSSVM parameters in the forecasting process. To assess the effectiveness of...

保存先:

書誌詳細
主要な著者:	Shabri, Ani, Suhartono, Suhartono
フォーマット:	論文
言語:	English
出版事項:	Taylor & Francis 2012
主題:	Q Science
オンライン･アクセス:	http://eprints.utm.my/id/eprint/33550/1/AniShabri2012_StreamflowForecastingusingLeastSquares.pdf http://eprints.utm.my/id/eprint/33550/ http://dx.doi.org/10.1080/02626667.2012.714468
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

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

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

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

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)

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 GMDH and least squares support vector machines in time series forecasting
著者:: Samsudin, Ruhaidah, 等
出版事項: (2011)

Streamflow forecasting at ungaged sites using support vector machines
著者:: Zakaria, Zaurahtul Amani, 等
出版事項: (2012)

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)

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

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

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)

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)

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

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

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

Dengue Outbreak Prediction Using Least Squares Support Vector Machines (LS-SVM)
著者:: Zuriani, Mustaffa
出版事項: (2010)

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

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)

Streamflow forecasting at ungauged sites using multiple linear regression
著者:: Badyalina, Basri, 等
出版事項: (2013)

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)

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

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

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)

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)

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

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)

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)

Application of a hybrid of least square support vector machine and artificial bee colony for building load forecasting
著者:: Mat Daut, M. A., 等
出版事項: (2016)

An hour ahead electricity price forecasting with least square support vector machine and bacterial foraging optimization algorithm
著者:: Razak I.A.W.A., 等
出版事項: (2023)

Short-term load forecasting using least squares support vector machine / Abdul Zamer Afiq Abd Razak
著者:: Abd Razak, Abdul Zamer Afiq
出版事項: (2014)

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

Speech stuttering assessment using sample entropy and Least Square Support Vector Machine
著者:: Muthusamy, Hariharan, Dr., 等
出版事項: (2013)

Daily allocation of energy consumption forecasting of a power distribution company using optimized least squares support vector machine
著者:: Ahmed, Marzia, 等
出版事項: (2025)

Wavelet-support vector machine for forecasting palm oil price
著者:: Shabri, Ani, 等
出版事項: (2019)

An improved building load forecasting method using a combined least square support vector machine and modified artificial bee colony
著者:: Mat Daut, Mohammad Azhar, 等
出版事項: (2017)

Prediction of solar irradiance using grey Wolf optimizer least square support vector machine
著者:: Yasin, Z.M., 等
出版事項: (2020)