Cargando…
Kernel methods for pattern analysis /
The kernel functions methodology described here provides a powerful and unified framework for disciplines ranging from neural networks and pattern recognition to machine learning and data mining. This book provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be i...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, UK ; New York :
Cambridge University Press,
2004.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Ma 4500 | ||
|---|---|---|---|
| 001 | EBOOKCENTRAL_ocn144618454 | ||
| 003 | OCoLC | ||
| 005 | 20240329122006.0 | ||
| 006 | m o d | ||
| 007 | cr cn||||||||| | ||
| 008 | 031208s2004 enka ob 001 0 eng d | ||
| 040 | |a COCUF |b eng |e pn |c COCUF |d YDXCP |d OCLCQ |d N$T |d EBLCP |d AU@ |d OCLCQ |d DKDLA |d MERUC |d CCO |d E7B |d MHW |d IDEBK |d OCLCQ |d FVL |d OCLCQ |d UIU |d CUS |d OCLCQ |d OCLCF |d OCLCQ |d DEBSZ |d OCLCQ |d COO |d AZK |d CNNOR |d MOR |d PIFBR |d ZCU |d OCLCQ |d U3W |d REB |d UAB |d STF |d BRL |d WRM |d OCLCQ |d NRAMU |d ICG |d INT |d VT2 |d OCLCQ |d WYU |d G3B |d TKN |d DKC |d OCLCQ |d UKAHL |d OCLCQ |d HS0 |d SFB |d UKCRE |d OCLCQ |d OCLCO |d OCL |d OCLCQ |d OCLCO |d OCLCL | ||
| 019 | |a 70806920 |a 85834590 |a 144524958 |a 271787314 |a 481861903 |a 560237202 |a 647520075 |a 722476355 |a 728020713 |a 776951389 |a 814457778 |a 819634746 |a 824551495 |a 961570447 |a 962610945 |a 988507783 |a 991948177 |a 1026453794 |a 1035656126 |a 1037514294 |a 1037789479 |a 1038612486 |a 1045516328 |a 1055373717 |a 1062882816 |a 1109191189 |a 1125423176 |a 1136334000 |a 1153512150 |a 1170027440 |a 1171187760 |a 1228602080 | ||
| 020 | |a 0511210604 | ||
| 020 | |a 9780511210600 | ||
| 020 | |a 0511215975 |q (electronic bk.) | ||
| 020 | |a 9780511215971 |q (electronic bk.) | ||
| 020 | |a 0511212372 |q (electronic bk. ; |q Adobe Reader) | ||
| 020 | |a 9780511212376 |q (electronic bk. ; |q Adobe Reader) | ||
| 020 | |a 9780511809682 |q (electronic bk.) | ||
| 020 | |a 0511809689 |q (electronic bk.) | ||
| 020 | |a 0511214189 |q (electronic bk.) | ||
| 020 | |a 9780511214189 |q (electronic bk.) | ||
| 020 | |z 0521813972 |q (hbk.) | ||
| 020 | |z 9780521813976 |q (hbk.) | ||
| 024 | 3 | |a 9780511215971 | |
| 029 | 1 | |a AU@ |b 000042831590 | |
| 029 | 1 | |a AU@ |b 000053018814 | |
| 029 | 1 | |a AU@ |b 000062568230 | |
| 029 | 1 | |a DEBBG |b BV044083757 | |
| 029 | 1 | |a DEBSZ |b 430344791 | |
| 029 | 1 | |a NZ1 |b 12046564 | |
| 035 | |a (OCoLC)144618454 |z (OCoLC)70806920 |z (OCoLC)85834590 |z (OCoLC)144524958 |z (OCoLC)271787314 |z (OCoLC)481861903 |z (OCoLC)560237202 |z (OCoLC)647520075 |z (OCoLC)722476355 |z (OCoLC)728020713 |z (OCoLC)776951389 |z (OCoLC)814457778 |z (OCoLC)819634746 |z (OCoLC)824551495 |z (OCoLC)961570447 |z (OCoLC)962610945 |z (OCoLC)988507783 |z (OCoLC)991948177 |z (OCoLC)1026453794 |z (OCoLC)1035656126 |z (OCoLC)1037514294 |z (OCoLC)1037789479 |z (OCoLC)1038612486 |z (OCoLC)1045516328 |z (OCoLC)1055373717 |z (OCoLC)1062882816 |z (OCoLC)1109191189 |z (OCoLC)1125423176 |z (OCoLC)1136334000 |z (OCoLC)1153512150 |z (OCoLC)1170027440 |z (OCoLC)1171187760 |z (OCoLC)1228602080 | ||
| 050 | 4 | |a Q325.5 |b .S475 2004eb | |
| 072 | 7 | |a COM |x 005030 |2 bisacsh | |
| 072 | 7 | |a COM |x 004000 |2 bisacsh | |
| 082 | 0 | 4 | |a 006.3/1 |2 22 |
| 084 | |a 54.74 |2 bcl | ||
| 049 | |a UAMI | ||
| 100 | 1 | |a Shawe-Taylor, John. | |
| 245 | 1 | 0 | |a Kernel methods for pattern analysis / |c John Shawe-Taylor, Nello Cristianini. |
| 260 | |a Cambridge, UK ; |a New York : |b Cambridge University Press, |c 2004. | ||
| 300 | |a 1 online resource (xiv, 462 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 504 | |a Includes bibliographical references (pages 450-459) and index. | ||
| 505 | 0 | |a Cover; Half-title; Title; Copyright; Contents; Code fragments; Preface; 1 Pattern analysis; 2 Kernel methods: an overview; 3 Properties of kernels; 4 Detecting stable patterns; 5 Elementary algorithms in feature space; 6 Pattern analysis using eigen-decompositions; 7 Pattern analysis using convex optimisation; 8 Ranking, clustering and data visualisation; 9 Basic kernels and kernel types; 10 Kernels for text; 11 Kernels for structured data: strings, trees, etc.; 12 Kernels from generative models; Appendix A Proofs omitted from the main text; A.1 Proof of McDiarmid's theorem. | |
| 520 | |a The kernel functions methodology described here provides a powerful and unified framework for disciplines ranging from neural networks and pattern recognition to machine learning and data mining. This book provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be implemented, suitable for standard pattern discovery problems. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Algorithms. | |
| 650 | 0 | |a Kernel functions. | |
| 650 | 0 | |a Pattern perception |x Data processing. | |
| 650 | 0 | |a Computer algorithms. | |
| 650 | 2 | |a Algorithms | |
| 650 | 2 | |a Machine Learning | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Algorithmes. | |
| 650 | 6 | |a Noyaux (Mathématiques) | |
| 650 | 6 | |a Perception des structures |x Informatique. | |
| 650 | 7 | |a algorithms. |2 aat | |
| 650 | 7 | |a COMPUTERS |x Enterprise Applications |x Business Intelligence Tools. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
| 650 | 7 | |a Computer algorithms |2 fast | |
| 650 | 7 | |a Algorithms |2 fast | |
| 650 | 7 | |a Kernel functions |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Pattern perception |x Data processing |2 fast | |
| 650 | 1 | 7 | |a Patroonherkenning. |2 gtt |
| 650 | 1 | 7 | |a Algoritmen. |2 gtt |
| 700 | 1 | |a Cristianini, Nello. | |
| 758 | |i has work: |a Kernel methods for pattern analysis (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGP4fXW7MjKymFyF4fJ8kC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Shawe-Taylor, John. |t Kernel methods for pattern analysis. |d Cambridge, UK ; New York : Cambridge University Press, 2004 |z 0521813972 |w (DLC) 2003069590 |w (OCoLC)53926734 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=266541 |z Texto completo |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH37558553 | ||
| 938 | |a Askews and Holts Library Services |b ASKH |n AH33123975 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL266541 | ||
| 938 | |a ebrary |b EBRY |n ebr10131674 | ||
| 938 | |a EBSCOhost |b EBSC |n 164252 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n 51598 | ||
| 938 | |a YBP Library Services |b YANK |n 2456208 | ||
| 938 | |a YBP Library Services |b YANK |n 2619515 | ||
| 938 | |a YBP Library Services |b YANK |n 6943831 | ||
| 938 | |a YBP Library Services |b YANK |n 2592081 | ||
| 994 | |a 92 |b IZTAP | ||