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03788nam a2200565 a 4500 |
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29690 |
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20100714155857.0 |
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m e d |
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cr bn||||m|||a |
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100626s2007 paua fsb 001 0 eng d |
| 010 |
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|z 2006027728
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| 020 |
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|a 9781599040448 (ebook)
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| 020 |
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|a 1599040441 (ebook)
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| 020 |
# |
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|z 1599040425 (hardcover)
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| 020 |
# |
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|z 9781599040424 (hardcover)
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|z 1599040433 (softcover)
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| 020 |
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|z 9781599040431 (softcover)
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| 024 |
7 |
# |
|a 10.4018/978-1-59904-042-4
|2 doi
|
| 035 |
# |
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|a (CaBNVSL)gtp00541794
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| 035 |
# |
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|a (OCoLC)430970954
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| 040 |
# |
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|a CaBNVSL
|c CaBNVSL
|d CaBNVSL
|
| 050 |
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4 |
|a TA335
|b .K47 2007e
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| 082 |
0 |
4 |
|a 610.28
|2 22
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| 245 |
0 |
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|a Kernel methods in bioengineering, signal and image processing
|c Gustavo Camps-Valls, José Luis Rojo-Álvarez, Manuel Martínez-Ramón, [editors].
|h [electronic resource] /
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| 260 |
# |
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|a Hershey, Pa. :
|b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),
|c c2007.
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| 300 |
# |
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|a electronic texts (xiv, 415 p. : ill.) :
|b digital files.
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| 504 |
# |
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|a Includes bibliographical references and index.
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| 505 |
0 |
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|a 1. Kernel Methods: A Paradigm for Pattern Analysis --
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| 505 |
0 |
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|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 --
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| 505 |
0 |
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|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 --
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| 505 |
0 |
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|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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|a Restricted to subscribers or individual electronic text purchasers.
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| 520 |
3 |
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|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.
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| 530 |
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|a Also available in print.
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| 538 |
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|a Mode of access: World Wide Web.
|
| 588 |
# |
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|a Title from PDF t.p. (viewed on June 26, 2010).
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| 650 |
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0 |
|a Engineering mathematics.
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| 650 |
# |
0 |
|a Biomedical engineering
|x Mathematics.
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| 650 |
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|a Signal processing
|x Mathematics.
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| 650 |
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0 |
|a Cell phone systems
|x Mathematics.
|
| 650 |
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|a Image processing
|x Mathematics.
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| 650 |
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0 |
|a Kernel functions.
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| 700 |
1 |
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|a Camps-Valls, Gustavo,
|d 1972-
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| 700 |
1 |
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|a Rojo-Álvarez, José Luis,
|d 1972-
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| 700 |
1 |
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|a Martínez-Ramón, Manel,
|d 1968-
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| 710 |
2 |
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|a IGI Global.
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| 776 |
0 |
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|c (Original)
|w (DLC) 2006027728
|z 9781599040424
|z 1599040425
|
| 856 |
4 |
0 |
|u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-042-4
|z View fulltext via EzAccess
|