TY  - GEN
AU  - Pereverzyev, Sergei,
TI  - Introduction to artificial intelligence based on reproducing kernel Hilbert spaces
SN  - 9783032206756 (pbk.)
U1  - 006.3 PER 
PY  - 2022///
CY  - Cham, Switzerland
PB  - Birkhäuser
KW  - Mathematics
KW  - Artificial intelligence
KW  - achine learning
KW  - Reproducing kernel Hilbert spaces
KW  - Kernel methods (Machine learning)
KW  - Regularization (Statistics)
KW  - Statistical learning
N1  - Includes bibliographical references and index; Introduction -- Learning in reproducing kernel Hilbert spaces and related integral operators -- Selected topics of the regularization theory -- Regularized learning in RKHS -- Examples of applications
N2  - Introduces statistical learning using reproducing kernel Hilbert spaces (RKHS) and regularization theory for the design and analysis of kernel-based artificial intelligence algorithms, with applications in supervised learning and biomedical problems. :contentReference[oaicite:1]{index=1}

ER  -