Apr 19, 2017 · Granular support vector machine (GSVM) is a novel machine learning model based on granular computing and statistical learning theory, and it can ...
Jan 1, 2019 · Granular support vector machine (GSVM) is a novel machine learning model based on granular computing and statistical learning theory.
Apr 19, 2017 · Compared with the traditional SVM, GSVM improves the generalization ability and learning efficiency to a large extent. This paper mainly reviews ...
Granular support vector machine (GSVM) is a novel machine learning model based on granular computing and statistical learning theory, and it can solve the ...
Title: Granular support vector machine: a review. ; Language: English ; Authors: Guo, Husheng · Wang, Wenjian1,2 [email protected] ; Source: Artificial Intelligence ...
May 21, 2011 · Compared with the traditional SVM, GSVM improves the generalization ability and learning efficiency to a large extent. This paper mainly reviews ...
May 21, 2011 · Granular support vector machine (GSVM) is a new learning model based on Granular Computing and Statistical Learning Theory.
Feb 4, 2013 · This paper presents a granular support vector machine learning model based on mixed measure, namely M_GSVM, to solve the model error problem.
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It works by building a sequence of information granules and then building support vector machines (SVM) in some of these information granules on demand. A good ...
For some datasets and some kernel functions, granular support vector machines with two information granules could achieve some improvement on testing accuracy, ...
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