1 “... to and generalizable under the proposed framework. Although kernel methods have strong theoretical foundations...”

2 Table of Contents: “... Methods for Classification -- 5 Basis Expansions and Regularization -- 6 Kernel Methods -- 7 Model...”

3 “... estimators, based on deconvolution or projection or kernel methods. The last chapter by Hiroki Masuda...”

4 Table of Contents: “... Actuarial Methods -- Part VII: Data Stream Mining -- Part VIII: Functional Data Analysis -- Part IX: Kernel...”

5 Table of Contents: “... kernel methods -- Reinforcement learning -- Probabilistic and Bayesian networks -- Combining multiple...”

6 “..., including the different types of manifold learning and kernel methods. It also develops a new notion...”

7 Table of Contents: “... with Multivariate Sparse Partial Least Squares Regression -- Analysis of Time Course Data -- III: Kernel Methods...”

8 Table of Contents: “... expression analysis -- Kernel methods for manifold estimation -- Outlier detection and clustering by partial...”

9 “... of nonparametric statistical methods, from density estimation, survey sampling, resampling methods, kernel methods...”

10 Table of Contents: “...) -- SVM Classification of Uncertain Data Using Robust Multi-Kernel Methods (R. Pant, T. Trafalis) -- Multi...”

11 Table of Contents: “... of Residuals (K. Ghoudi, B. Remillard) -- Short Range and Long Range Dependence (M. Rosenblatt) -- Kernel...”

12 Table of Contents: “... -- 4.2 Kernel Methods -- 4.3 IWMDE Methods -- 4.4 Illustrative Examples -- 4.5 Performance Study Using...”

13 Table of Contents: “... -- Recursive estimation of system parameter in environmental time series models -- Kernel methods...”

14 Table of Contents: “... machines -- 10.3.3. Understanding kernel functions -- 10.3.4. Support vector machine and kernel methods...”