Least Squares Support Vector Machines 2024 pdf epub mobi 电子书


Least Squares Support Vector Machines

简体网页||繁体网页

Least Squares Support Vector Machines 2024 pdf epub mobi 电子书 著者简介


Least Squares Support Vector Machines 电子书 图书目录




点击这里下载
    


想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

发表于2024-11-29

Least Squares Support Vector Machines 2024 pdf epub mobi 电子书

Least Squares Support Vector Machines 2024 pdf epub mobi 电子书

Least Squares Support Vector Machines 2024 pdf epub mobi 电子书



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


Least Squares Support Vector Machines 电子书 读后感

评分

评分

评分

评分

评分

类似图书 点击查看全场最低价
出版者:World Scientific Publishing Company
作者:Johan A K Suykens
出品人:
页数:308
译者:
出版时间:2003-01
价格:USD 78.00
装帧:Hardcover
isbn号码:9789812381514
丛书系列:

图书标签:  


Least Squares Support Vector Machines 2024 pdf epub mobi 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 2024 pdf epub mobi 电子书

Least Squares Support Vector Machines 2024 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

Least Squares Support Vector Machines 2024 pdf epub mobi 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 2024 pdf epub mobi 电子书


分享链接









相关图书




本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度google,bing,sogou

友情链接

© 2024 onlinetoolsland.com All Rights Reserved. 本本书屋 版权所有