EXTRAPOLATION IN VARIABLE RKHSs WITH APPLICATION TO THE BLOOD GLUCOSE READING

@inproceedings{Naumova2011EXTRAPOLATIONIV,
  title={EXTRAPOLATION IN VARIABLE RKHSs WITH APPLICATION TO THE BLOOD GLUCOSE READING},
  author={Valeriya Naumova and Sergei V. Pereverzyev and Sivananthan Sampath},
  year={2011}
}
In this paper we present a new scheme of a kernel adaptive regularization algorithm, where the kernel and the regularization parameter are adaptively chosen within regularization procedure. The construction of such fully adaptive regularization algorithm is motivated by the problem of reading the blood glucose concentration of diabetic patients. We describe how proposed scheme can be used for this purpose and report the results of numerical experiments with real clinical data.