Least Squares Support Vector Machines 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

☆☆☆☆☆
简体网页||繁体网页

Johan A K Suykens 作者

World Scientific Publishing Company

译者

2003-01 出版日期

308 页数

USD 78.00 价格

Hardcover

丛书系列

9789812381514 图书编码

Least Squares Support Vector Machines 在线电子书图书标签:

喜欢 Least Squares Support Vector Machines 在线电子书的读者还喜欢

下载链接在页面底部

点击这里下载

想要找书就要到图书目录大全

book.wenda123.org

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

发表于2024-09-20

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 复制链接

Least Squares Support Vector Machines 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Least Squares Support Vector Machines 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

Least Squares Support Vector Machines 在线电子书用户评价

评分☆☆☆☆☆

作者亲自上课……书讲得挺细的

评分☆☆☆☆☆

作者亲自上课……书讲得挺细的

评分☆☆☆☆☆

作者亲自上课……书讲得挺细的

评分☆☆☆☆☆

作者亲自上课……书讲得挺细的

评分☆☆☆☆☆

作者亲自上课……书讲得挺细的

Least Squares Support Vector Machines 在线电子书著者简介

Least Squares Support Vector Machines 在线电子书图书目录

Least Squares Support Vector Machines 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Least Squares Support Vector Machines 在线电子书图书描述

An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization networks and Gaussian processes but additionally emphasize and exploit primal-dual interpretations from optimization theory. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is discussed, together with methods for imposing sparseness and employing robust statistics. The framework is further extended towards unsupervised learning by considering PCA analysis and its kernel version as a one-class modelling problem. This leads to new primal-dual support vector machine formulations for kernel PCA and kernel CCA analysis. Furthermore, LS-SVM formulations are given for recurrent networks and control. In general, support vector machines may pose heavy computational challenges for large data sets. For this purpose, a method of fixed size LS-SVM is proposed where the estimation is done in the primal space in relation to a Nystrom sampling with active selection of support vectors. The methods are illustrated with several examples.

Least Squares Support Vector Machines 在线电子书下载 mobi epub pdf txt 在线电子书下载

想要找书就要到图书目录大全

book.wenda123.org

立刻按 ctrl+D收藏本页

你会得到大惊喜!!