On several problems of statistical learning theory 統(tǒng)計可學習理論的幾個問題
Application of statistical learning methods in the senmantic disambiguation 統(tǒng)計學習方法在語義消歧中的應用研究
Vapnik, v . the nature of statistical learning theory . springer, 1995 第一章是關(guān)于統(tǒng)計學習理論的易讀的、直接的介紹。
Application of statistical learning theory and support vector machines in process control 統(tǒng)計學習理論與支持向量機在過程控制中的應用
Research contributions and major problems in statistical learning theory study are reviewed 回顧了統(tǒng)計學習理論研究的基本問題及主要內(nèi)容。
In chapter 3, inductive learning generalization is improved by using statistical learning theory 第三章:用統(tǒng)計學習理論改善歸納學習的泛化能力。
It bases on the statistical learning theory, and can settle " small " example problem well 它以統(tǒng)計學習理論為基礎,能夠較好的解決小樣本的學習問題。
This enables us to illustrate the viewpoint of statistical learning theory that will be used extensively during the course 因此,課程中將廣泛地應用統(tǒng)計學習原理的觀點來分析案例。
4 . the variation of svms is very efficient, but lack of the corresponding statistical learning theory 支持向量機中有一類重要的變形方法,雖然很有效,但缺乏相應的統(tǒng)計學習理論基礎。
This class, taught by the guest speaker, is devoted to the application of statistical learning techniques to bioinformatics applications 這堂課將由授課的特別來賓講解統(tǒng)計學習技巧在生物資訊軟件上的應用。