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Least squares support vector machine

Least squares support vector machines (LS-SVM) are least squares versions of support vector machines (SVM), which are a set of related supervised… 
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Related topics

Related topics

12 relations
Hierarchical classifierLeast squaresLinear equationLinear system

Broader (1)

Statistical classification

Papers overview

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Highly Cited
2012
Highly Cited
2012
Least squares support vector machine for modeling daily reference evapotranspiration
The accuracy of a least square support vector machine (LSSVM) in modeling of reference evapotranspiration (ET0) was examined in… 
2011
2011
Density weighted least squares support vector machine
Least squares support vector machine is works with a sum squares errors cost function which used to minimization its empirical… 
2010
2010
Least squares support vector machine algorithm
The least squares support vector machine(LS-SVM) has been widely used in various fields for artificial intelligence.This paper… 
2010
2010
Incremental Learning Method of Least Squares Support Vector Machine
As the expansion of the standard Support Vector Machine, compared with the traditional standard Support Vector Machine, the Least… 
2008
2008
Improved Training of An optimal Sparse Least Squares Support Vector Machine
Abstract The optimal separating hyperplane of a typical Least Squares Support Vector Machine (LS-SVM) is constructed using most… 
2007
2007
Sparse least squares support vector machine
Sparse least squares support vector machine(SLS-SVM) was proposed to resolve the problems of regression and classification of… 
2007
2007
A Sparse Least Squares Support Vector Machine Classifier
Support Vector Machine(SVM)has to solve the quadratic programming problem,while least squares support vector machine(LS-SVM)only… 
2006
2006
Dynamic Least Squares Support Vector Machine
Based on narrating the theory of least squares support vector machine (LS-SVM), dynamic LS-SVM (DLS-SVM) is presented in this… 
2005
2005
Mapped least squares support vector machine regression
This paper describes a novel version of regression SVM (Support Vector Machines) that is based on the least-squares error. We… 
2005
2005
Study on least squares support vector machines algorithm and its application
Support vector machines (SVM) is a novel machine learning method based on small-sample statistical learning theory (SLT), and is… 
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