000			01484 a2200313 4500
003			OSt
005			20260729170145.0
008			260729b |||||||| |||| 00| 0 eng d
020			_a9783032206756 (pbk.)
040			_cPU
082			_a006.3 PER
100			_aPereverzyev, Sergei, _eauthor.
245			_aIntroduction to artificial intelligence based on reproducing kernel Hilbert spaces / _cSergei Pereverzyev.
250			_aReprint 2026
260			_aCham, Switzerland : _bBirkhäuser, _c2022.
300			_axiv, 152 p. : _bill. ; _c22 cm.
490			_3Compact textbooks in mathematics.
504			_aIncludes bibliographical references and index.
505			_aIntroduction -- Learning in reproducing kernel Hilbert spaces and related integral operators -- Selected topics of the regularization theory -- Regularized learning in RKHS -- Examples of applications.
520			_aIntroduces 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}
650			_aMathematics
650			_aArtificial intelligence.
650			_aachine learning.
650			_aReproducing kernel Hilbert spaces.
650			_aKernel methods (Machine learning)
650			_aRegularization (Statistics)
651			_aStatistical learning.
942			_cBK _2ddc
999			_c393259 _d393259