Kernel methods have emerged as a powerful tool in adaptive filtering and system identification, enabling the processing and modelling of complex, nonlinear relationships in dynamic systems.

Abstract A novel adaptive median filter is presented that can restore images corrupted by salt and pepper noise levels greater than 90%. The algorithm operates by adapting to the amount of available ...

I read the packet filtering HOWTO and it mentioned two ways to prevent a new connection. One is to use tcp syn like this:iptables -A INPUT -p tcp --syn -i eth0 -j DROPAnother way is to use state ...

In this paper, we address the problem of constructing kernel-based estimates of the posterior probability density function and its derivatives, and obtain asymptotic convergence results for the ...

We develop a GARCH option model with a new pricing kernel allowing for a variance premium. While the pricing kernel is monotonic in the stock return and in variance, its projection onto the stock ...