1 Table of Contents: “...and Notation -- and Notation -- The Kernel Method of Test Equating: Theory -- Data Collection...”

2 Table of Contents: “... Intelligent Control -- 4: Kernel Methods -- Least Squares Kernel Methods and Applications -- Least Bit Error...”

3 Table of Contents: “...Learning Algorithms -- SVM and Kernel Methods -- Statistical Data Analysis -- Pattern Recognition...”

4 Table of Contents: “...Statistical Concepts -- Statistical Methods -- Bayesian Methods -- Support Vector and Kernel...”

5 Table of Contents: “... -- Bayesian Kernel Methods -- An Introduction to Boosting and Leveraging -- An Introduction to Reinforcement...”

6 Table of Contents: “... Recognition -- Kernel Methods -- Robotics and Control -- Selforganization -- Signal and Time Series Analysis...”

7 Table of Contents: “...Invited Papers -- Data Analysis and Pattern Recognition -- Theory -- Kernel Methods -- Topographic...”

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

9 Table of Contents: “...Preface; Session I – Learning and Space Structures: Statistical Learning and Kernel Methods; A...”

10 Table of Contents: “... perspective -- Internet-based decision support for evidence-based medicine -- Integrating kernel methods...”

11 Table of Contents: “... of the Shape of the Demand Curve by Nonparametric Kernel Methods -- Three: Modelling Demand Systems -- 6. A...”

12 Table of Contents: “... Survey -- Typhoon Analysis and Data Mining with Kernel Methods -- Poster Papers -- Support Vector...”

13 Table of Contents: “... Its Square -- 6.2 Dirac Operators on Spinor Bundles -- 6.3 The Kähler Case -- 7 The Heat Kernel Method...”

14 Table of Contents: “...A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning -- Learning...”

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

16 Table of Contents: “... Symbolic Data with Connectionistic Systems -- Statistical Learning and Kernel Methods -- Inductive Versus...”

17 “..., kernel methods, rule induction, linear learning, decision tree learning, boosting, collaborative learning...”

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

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