1

Self-Organization as an Iterative Kernel Smoothing Process

Mulier, Filip, Cherkassky, Vladimir
Journal:
Neural Computation
Year:
1995
Language:
english
File:
PDF, 409 KB
english, 1995
2

Statistical analysis of self-organization

Filip M. Mulier, Vladimir S. Cherkassky
Journal:
Neural Networks
Year:
1995
Language:
english
File:
PDF, 934 KB
english, 1995
3

Learning from Data || Frontmatter

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 331 KB
english, 2007
5

Learning from Data || Support Vector Machines

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 956 KB
english, 2007
6

Learning from Data || Statistical Learning Theory

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 792 KB
english, 2007
7

Learning from Data || Methods for Data Reduction and Dimensionality Reduction

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 1.10 MB
english, 2007
8

Learning from Data || Problem Statement, Classical Approaches, and Adaptive Learning

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 537 KB
english, 2007
9

Learning from Data || Appendix A: Review of Nonlinear Optimization

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 272 KB
english, 2007
10

Learning from Data || Methods for Regression

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 2.93 MB
english, 2007
11

Learning from Data || Nonlinear Optimization Strategies

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 442 KB
english, 2007
12

Learning from Data || Regularization Framework

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 784 KB
english, 2007
13

Learning from Data || Classification

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 833 KB
english, 2007
14

Learning from Data || Introduction

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 296 KB
english, 2007
15

Learning from Data || Concluding Remarks

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 140 KB
english, 2007
16

Learning from Data || Noninductive Inference and Alternative Learning Formulations

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 1.19 MB
english, 2007
17

Learning from Data || Appendix B: Eigenvalues and Singular Value Decomposition

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 172 KB
english, 2007
18

Learning from Data || Index

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 97 KB
english, 2007
19

Learning from Data || References

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 165 KB
english, 2007
20

Learning from Data ||

Cherkassky, Vladimir, Mulier, Filip
Year:
2007
Language:
english
File:
PDF, 10.40 MB
english, 2007