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170918s2018 nju ob 001 0 eng |
010 |
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|a 2017044705
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020 |
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|a9781118705810|q(electronic bk. ;|qoBook)
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|a1118705815|q(electronic bk. ;|qoBook)
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|a9781118705827|q(electronic bk.)
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|a1118705823|q(electronic bk.)
|
020 |
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|z9781118705834
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|z1118705823
|
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|z9781118611791
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|z1118705831
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|aDLC|beng|cDLC|dOCLCF|dOCLCO|dOCLCQ|dN|T|dEBLCP|dN|T|dDG1|dUPM|dMERER|dOCLCQ
|
050 |
4
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|aTK5102.9
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082 |
04
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|a621.382/20285|223
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245 |
00
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|aDigital signal processing with kernel methods|h[electronic resource] /|cJosé Luis Rojo-Álvarez ... [et al.]
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250 |
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|a1st ed.
|
260 |
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|aHoboken, NJ :|bJohn Wiley & Sons :|bIEEE,|c2018.
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300 |
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|a1 online resource.
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504 |
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|aIncludes bibliographical references and index.
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505 |
0
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|aFrom 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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588 |
0
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|aOnline resource; title from PDF title page (viewed January 10, 2018)
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650 |
0
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|aSignal processing|xDigital techniques.
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700 |
1
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|aRojo-Álvarez, José Luis,|d1972-
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856 |
40
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|uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781118705810
|