A local least square support vector machine prediction algorithm of small scale network traffic based on correlation analysis

Tang Zhou-Jin;  Peng Tao;  Wang Wen-Bo

doi:10.7498/aps.63.130504

A local least square support vector machine prediction algorithm of small scale network traffic based on correlation analysis

Acta Physica Sinica ◽

10.7498/aps.63.130504 ◽

2014 ◽

Vol 63 (13) ◽

pp. 130504

Author(s):

Tang Zhou-Jin ◽

Peng Tao ◽

Wang Wen-Bo

Keyword(s):

Support Vector Machine ◽

Correlation Analysis ◽

Network Traffic ◽

Least Square ◽

Prediction Algorithm ◽

Support Vector ◽

Small Scale ◽

Scale Network

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Small-time scale network traffic prediction based on a local support vector machine regression model

Chinese Physics B ◽

10.1088/1674-1056/18/6/014 ◽

2009 ◽

Vol 18 (6) ◽

pp. 2194-2199 ◽

Cited By ~ 14

Author(s):

Meng Qing-Fang ◽

Chen Yue-Hui ◽

Peng Yu-Hua

Keyword(s):

Support Vector Machine ◽

Regression Model ◽

Network Traffic ◽

Time Scale ◽

Small Time ◽

Traffic Prediction ◽

Support Vector ◽

Support Vector Machine Regression ◽

Local Support ◽

Scale Network

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An improved support vector machine-based network traffic prediction algorithm

Modern Engineering Solutions for the Industry (Set) ◽

10.2495/mesi141862 ◽

2014 ◽

Author(s):

Zhu Yun

Keyword(s):

Support Vector Machine ◽

Network Traffic ◽

Prediction Algorithm ◽

Traffic Prediction ◽

Support Vector ◽

Improved Support Vector Machine

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Multi-scale Combination Prediction Model with Least Square Support Vector Machine for Network Traffic

Advances in Neural Networks – ISNN 2005 - Lecture Notes in Computer Science ◽

10.1007/11427469_62 ◽

2005 ◽

pp. 385-390 ◽

Cited By ~ 5

Author(s):

Zunxiong Liu ◽

Deyun Zhang ◽

Huichuan Liao

Keyword(s):

Support Vector Machine ◽

Prediction Model ◽

Network Traffic ◽

Least Square ◽

Support Vector ◽

Multi Scale

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A least square support vector machine prediction algorithm for chaotic time series based on the iterative error correction

Acta Physica Sinica ◽

10.7498/aps.63.050505 ◽

2014 ◽

Vol 63 (5) ◽

pp. 050505

Author(s):

Tang Zhou-Jin ◽

Ren Feng ◽

Peng Tao ◽

Wang Wen-Bo

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Error Correction ◽

Chaotic Time Series ◽

Least Square ◽

Prediction Algorithm ◽

Support Vector ◽

Iterative Error

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A Hybrid Method of Least Square Support Vector Machine and Bacterial Foraging Optimization Algorithm for Medium Term Electricity Price Forecasting

International Journal of Integrated Engineering ◽

10.30880/ijie.2019.11.03.024 ◽

2019 ◽

Vol 11 (3) ◽

Author(s):

Intan Azmira Wan Abdul Razak ◽

◽

Nik Nur Atira Nik Ibrahim ◽

Izham Zainal Abidin ◽

Yap Keem Siah ◽

...

Keyword(s):

Support Vector Machine ◽

Optimization Algorithm ◽

Least Square ◽

Support Vector ◽

Price Forecasting ◽

Medium Term ◽

Bacterial Foraging Optimization ◽

Electricity Price Forecasting ◽

Method Of Least Square ◽

Bacterial Foraging Optimization Algorithm

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Large Signal Behavioral Model of RF Transistor Using Least Square Support Vector Machine

2020 International Conference on Microwave and Millimeter Wave Technology (ICMMT) ◽

10.1109/icmmt49418.2020.9386908 ◽

2020 ◽

Author(s):

Jiain Cai ◽

Chao Yu ◽

Jun Liu ◽

Lingling Sun

Keyword(s):

Support Vector Machine ◽

Behavioral Model ◽

Least Square ◽

Support Vector ◽

Large Signal ◽

Rf Transistor

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Multiclass self-paced motor imagery temporal features classification using least-square support vector machine

2014 IEEE 19th International Functional Electrical Stimulation Society Annual Conference (IFESS) ◽

10.1109/ifess.2014.7036749 ◽

2014 ◽

Cited By ~ 3

Author(s):

M. Hamedi ◽

Sh-H. Salleh ◽

C. M. Ting ◽

A. B. Mohd Noor ◽

I. Mohammad Rezazadeh

Keyword(s):

Support Vector Machine ◽

Motor Imagery ◽

Least Square ◽

Support Vector ◽

Temporal Features

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Particle swarm optimisation aided least-square support vector machine for load forecast with spikes

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2015.0702 ◽

2016 ◽

Vol 10 (5) ◽

pp. 1145-1153 ◽

Cited By ~ 23

Author(s):

Whei-Min Lin ◽

Ren-Fu Yang ◽

Ming-Tang Tsai ◽

Chia-Sheng Tu

Keyword(s):

Support Vector Machine ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Least Square ◽

Support Vector ◽

Load Forecast

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Least square support vector machine for structural reliability analysis

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2016.073610 ◽

2016 ◽

Vol 53 (1) ◽

pp. 51 ◽

Cited By ~ 3

Author(s):

Changxing Zhu ◽

Hongbo Zhao

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Least Square ◽

Support Vector ◽

Structural Reliability Analysis

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Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model

Atmospheric Research ◽

10.1016/j.atmosres.2016.10.004 ◽

2017 ◽

Vol 184 ◽

pp. 149-175 ◽

Cited By ~ 116

Author(s):

Ravinesh C Deo ◽

Ozgur Kisi ◽

Vijay P Singh

Keyword(s):

Support Vector Machine ◽

Least Square ◽

Multivariate Adaptive Regression Spline ◽

Support Vector ◽

Drought Forecasting ◽

Regression Spline ◽

Eastern Australia ◽

Adaptive Regression

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