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05284cam a2200805Ia 4500 |
| 001 |
26121 |
| 005 |
20150318231337.0 |
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m o d |
| 007 |
cr cnu---unuuu |
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071105s2007 paua ob 001 0 eng d |
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|a 430970954
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| 020 |
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|z 1599040433 (softcover)
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| 020 |
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|z 9781599040431 (softcover)
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| 035 |
# |
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|a (OCoLC)180703150
|z (OCoLC)430970954
|z (OCoLC)608213577
|z (OCoLC)608213580
|
| 040 |
# |
# |
|a N$T
|b eng
|c N$T
|d YDXCP
|d OCLCA
|d OCLCQ
|d IDEBK
|d OCLCQ
|d MYPMP
|d OCLCQ
|d UIU
|d IGIGL
|d OCLCE
|d OCLCO
|d NLGGC
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| 042 |
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|a dlr
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|a MAIN
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|a TA335
|b .K47 2007eb
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|a TEC
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|a 610.28
|2 22
|
| 245 |
0 |
0 |
|a Kernel methods in bioengineering, signal and image processing
|c Gustavo Camps-Valls, José Luis Rojo-Álvarez, Manuel Martínez-Ramón, [editors].
|h [electronic resource] /
|
| 260 |
# |
# |
|a Hershey, PA :
|b Idea Group Pub.,
|c c2007.
|
| 300 |
# |
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|a 1 online resource (xiv, 415 p.) :
|b ill.
|
| 504 |
# |
# |
|a Includes bibliographical references and index.
|
| 505 |
0 |
# |
|a 1. Kernel Methods: A Paradigm for Pattern Analysis --
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| 505 |
0 |
# |
|a Section I: Bio-Medical Engineering -- 2. Kernel Methods in Genomics and Computational Biology -- 3. Kernel Clustering for Knowledge Discovery in Clinical Microarray Data Analysis -- 4. Support Vector Machine for Recognition of White Blood Cells of Leukaemia -- 5. Classification of Multiple Interleaved Human Brain Tasks in Functional Magnetic Resonance Imaging --
|
| 505 |
0 |
# |
|a Section II: Signal Processing -- 6. Discrete Time Signal Processing Framework with Support Vector Machines -- 7. A Complex Support Vector Machine Approach to OFDM Coherent Demodulation -- 8. Comparison of Kernel Methods Applied to Smart Antenna Array Processing -- 9. Applications of Kernel Theory to Speech Recognition -- 10. Building Sequence Kernels for Speaker Verification and Word Recognition -- 11. A Kernel Canonical Correlation Analysis for Learning the Semantics of Text --
|
| 505 |
0 |
# |
|a Section III: Image Processing -- 12. On the Pre-Image Problem in Kernel Methods -- 13. Perceptual Image Representations for Support Vector Machine Image Coding -- 14. Image Classification and Retrieval with Kernel Methods -- 15. Probabilistic Kernel PCA and its Application to Statistical Modeling and Inference -- 16. Hyperspectral Image Classification with Kernels -- About the Authors -- Index.
|
| 506 |
# |
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|f Restrictions unspecified
|2 star
|3 Use copy
|5 MiAaHDL
|
| 520 |
# |
# |
|a "This book presents an extensive introduction to the field of kernel methods and real world applications. The book is organized in four parts: the first is an introductory chapter providing a framework of kernel methods; the others address Bioegineering, Signal Processing and Communications and Image Processing"--Provided by publisher.
|
| 533 |
# |
# |
|a Electronic reproduction.
|b [S.l.] :
|c HathiTrust Digital Library,
|d 2010.
|5 MiAaHDL
|
| 538 |
# |
# |
|a Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
|u http://purl.oclc.org/DLF/benchrepro0212
|5 MiAaHDL
|
| 583 |
1 |
# |
|a digitized
|c 2010
|h HathiTrust Digital Library
|l committed to preserve
|2 pda
|5 MiAaHDL
|
| 588 |
# |
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|a Description based on print version record.
|
| 650 |
# |
0 |
|a Engineering mathematics.
|
| 650 |
# |
0 |
|a Biomedical engineering
|x Mathematics.
|
| 650 |
# |
0 |
|a Signal processing
|x Mathematics.
|
| 650 |
# |
0 |
|a Cell phone systems
|x Mathematics.
|
| 650 |
# |
0 |
|a Image processing
|x Mathematics.
|
| 650 |
# |
0 |
|a Kernel functions.
|
| 650 |
# |
7 |
|a TECHNOLOGY & ENGINEERING
|x Biomedical.
|2 bisacsh
|
| 650 |
# |
7 |
|a MEDICAL
|x Family & General Practice.
|2 bisacsh
|
| 650 |
# |
7 |
|a MEDICAL
|x Medical Technology.
|x Allied Health Services
|2 bisacsh
|
| 650 |
# |
7 |
|a MEDICAL
|x Biotechnology.
|2 bisacsh
|
| 650 |
# |
7 |
|a MEDICAL
|x Lasers in Medicine.
|2 bisacsh
|
| 650 |
# |
6 |
|a Mathématiques de l'ingénieur.
|
| 650 |
# |
6 |
|a Génie biomédical
|x Mathématiques.
|
| 650 |
# |
6 |
|a Traitement du signal
|x Mathématiques.
|
| 650 |
# |
6 |
|a Téléphonie cellulaire
|x Mathématiques.
|
| 650 |
# |
6 |
|a Traitement d'images
|x Mathématiques.
|
| 650 |
# |
6 |
|a Noyaux (Mathématiques)
|
| 650 |
# |
4 |
|a Electronic books.
|
| 655 |
# |
4 |
|a Electronic books.
|
| 655 |
# |
7 |
|a Electronic books.
|2 local
|
| 700 |
1 |
# |
|a Camps-Valls, Gustavo,
|d 1972-
|
| 700 |
1 |
# |
|a Rojo-Álvarez, José Luis,
|d 1972-
|
| 700 |
1 |
# |
|a Martínez-Ramón, Manel,
|d 1968-
|
| 776 |
0 |
8 |
|d Hershey, PA : Idea Group Pub., c2007
|i Print version:
|t Kernel methods in bioengineering, signal and image processing.
|w (OCoLC)71173751
|w (DLC) 2006027728
|z 9781599040424
|z 1599040425
|
| 856 |
4 |
0 |
|u https://ezaccess.library.uitm.edu.my/login?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=173401
|z View fulltext via EzAccess
|
| 938 |
# |
# |
|a YBP Library Services
|b YANK
|n 2594455
|
| 938 |
# |
# |
|a EBSCOhost
|b EBSC
|n 173401
|
| 938 |
# |
# |
|a IGI Global
|b IGIG
|n 00000667
|