Least Squares Support Vector Machines 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

☆☆☆☆☆
簡體網頁||繁體網頁

Johan A K Suykens 作者

World Scientific Publishing Company

譯者

2003-01 出版日期

308 頁數

USD 78.00 價格

Hardcover

叢書系列

9789812381514 圖書編碼

Least Squares Support Vector Machines 在線電子書圖書標籤:

喜歡 Least Squares Support Vector Machines 在線電子書的讀者還喜歡

下載鏈接在頁面底部

點擊這裡下載

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 複製鏈接

想要找書就要到圖書目錄大全

book.wenda123.org

立刻按 ctrl+D收藏本頁

你會得到大驚喜!!

發表於2024-11-27

Least Squares Support Vector Machines 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Least Squares Support Vector Machines 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Least Squares Support Vector Machines 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

Least Squares Support Vector Machines 在線電子書用戶評價

評分☆☆☆☆☆

作者親自上課……書講得挺細的

評分☆☆☆☆☆

作者親自上課……書講得挺細的

評分☆☆☆☆☆

作者親自上課……書講得挺細的

評分☆☆☆☆☆

作者親自上課……書講得挺細的

評分☆☆☆☆☆

作者親自上課……書講得挺細的

Least Squares Support Vector Machines 在線電子書著者簡介

Least Squares Support Vector Machines 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Least Squares Support Vector Machines 在線電子書圖書描述

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 在線電子書下載 mobi epub pdf txt 在線電子書下載

想要找書就要到圖書目錄大全

book.wenda123.org

立刻按 ctrl+D收藏本頁

你會得到大驚喜!!