نتایج جستجو برای: c svm algorithm

تعداد نتایج: 1776704  

Journal: :IOP Conference Series: Earth and Environmental Science 2018

Journal: :International Journal for Research in Applied Science and Engineering Technology 2019

Journal: :Turkish Journal of Computer and Mathematics Education (TURCOMAT) 2021

Journal: :International Journal of Computer Science and Information Technology 2012

2015
Jingjing Zhang Kuaini Wang Wenxin Zhu Ping Zhong

Based on fuzzy one-class support vector machine (SVM) and least squares (LS) oneclass SVM, we propose an LS fuzzy one-class SVM to deal with the class imbalanced problem. The LS fuzzy one-class SVM applies a fuzzy membership to each sample and attempts to solve the modified primal problem. Hence, we just need to solve a system of linear equations as opposed solving the quadratic programming pro...

Journal: :Journal of Physics: Conference Series 2020

Journal: :International Journal of Computer Applications 2015

Journal: :International Journal on Smart Sensing and Intelligent Systems 2015

2007
Hui Zou

We propose a novel extension of the 1-norm support vector machine (SVM) for simultaneous feature selection and classification. The new algorithm penalizes the empirical hinge loss by the adaptively weighted 1-norm penalty in which the weights are computed by the 2-norm SVM. Hence the new algorithm is called the hybrid SVM. Simulation and real data examples show that the hybrid SVM not only ofte...

نمودار تعداد نتایج جستجو در هر سال

با کلیک روی نمودار نتایج را به سال انتشار فیلتر کنید