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Digital signal processing with kerne...

Rojo-Álvarez, José Luis, (1972-)

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Digital signal processing with kernel methods

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Digital signal processing with kernel methods/ José Luis Rojo-Álvarez ... [et al.]
其他作者:	Rojo-Álvarez, José Luis,
出版者:	Hoboken, NJ :John Wiley & Sons : : 2018.,
面頁冊數:	1 online resource.
內容註:	From signal processing to machine learning -- Introduction to digital signal processing -- Signal processing models -- Kernel functions and reproducing kernel hilbert spaces -- A SVM signal estimation framework -- Reproducing kernel hilbert space models for signal processing -- Dual signal models for signal processing -- Advances in kernel regression and function approximation -- Adaptive kernel learning for signal processing -- SVM and kernel classification algorithms -- Clustering and anomaly detection with kernels -- Kernel feature extraction in signal processing.
標題:	Signal processing - Digital techniques. -
電子資源:	https://onlinelibrary.wiley.com/doi/book/10.1002/9781118705810
ISBN:	9781118705810

Digital signal processing with kernel methods
Digital signal processing with kernel methods[electronic resource] /José Luis Rojo-Álvarez ... [et al.] - 1st ed. - Hoboken, NJ :John Wiley & Sons :2018. - 1 online resource.

Includes bibliographical references and index.

From signal processing to machine learning -- Introduction to digital signal processing -- Signal processing models -- Kernel functions and reproducing kernel hilbert spaces -- A SVM signal estimation framework -- Reproducing kernel hilbert space models for signal processing -- Dual signal models for signal processing -- Advances in kernel regression and function approximation -- Adaptive kernel learning for signal processing -- SVM and kernel classification algorithms -- Clustering and anomaly detection with kernels -- Kernel feature extraction in signal processing.

ISBN: 9781118705810

LCCN: 2017044705Subjects--Topical Terms:

624853
Signal processing
--Digital techniques.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382/20285

Digital signal processing with kernel methods
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300 $a 1 online resource.
504 $a Includes bibliographical references and index.
505 0 $a From signal processing to machine learning -- Introduction to digital signal processing -- Signal processing models -- Kernel functions and reproducing kernel hilbert spaces -- A SVM signal estimation framework -- Reproducing kernel hilbert space models for signal processing -- Dual signal models for signal processing -- Advances in kernel regression and function approximation -- Adaptive kernel learning for signal processing -- SVM and kernel classification algorithms -- Clustering and anomaly detection with kernels -- Kernel feature extraction in signal processing.
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700 1 $a Rojo-Álvarez, José Luis, $d 1972- $3 3319795
856 4 0 $u https://onlinelibrary.wiley.com/doi/book/10.1002/9781118705810