What are “kernel methods” in Russian/Soviet mathematics?

Question

data mining

Where can I get acquainted with the essence of the methodology in depth (for example, a book) and quickly in general terms (a website with an explanation of the methodology)?
Thanks in advance for your reply.

Answer 1

This is not one method, but a group of methods
www-cs.stanford.edu/~quocle/LeSarlosSmola_ICML13.pdf
https://en.wikipedia.org/wiki/Kernel_method
kernel methods are a class of algorithms for pattern analysis, whose best known member is the support vector machine (SVM)
Kernel methods owe their name to the use of kernel functions
functions - SVM
https://ru.wikipedia.org/wiki/Method_of_reference_vector...
It's better to search by kernel functions (kernel methods)
The Russian name also uses the word "kernel"

Answer 2

An established Russian term is "nuclear methods".
Look at
www.machinelearning.ru , for example: one , two , three .