Cargando…
Statistical and machine learning approaches for network analysis /
"This book explores novel graph classes and presents novel methods to classify networks. It particularly addresses the following problems: exploration of novel graph classes and their relationships among each other; existing and classical methods to analyze networks; novel graph similarity and...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley,
2012.
|
| Colección: | Wiley series in computational statistics ;
707 |
| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
MARC
| LEADER | 00000cam a2200000 a 4500 | ||
|---|---|---|---|
| 001 | EBOOKCENTRAL_ocn779740472 | ||
| 003 | OCoLC | ||
| 005 | 20240329122006.0 | ||
| 006 | m o d | ||
| 007 | cr ||||||||||| | ||
| 008 | 120308s2012 nju ob 001 0 eng | ||
| 010 | |z 2012002913 | ||
| 040 | |a DLC |b eng |e pn |c DLC |d YDX |d EBLCP |d IDEBK |d DG1 |d MERUC |d N$T |d E7B |d YDXCP |d CDX |d DEBSZ |d B24X7 |d UMI |d UBY |d COO |d TEFOD |d HEBIS |d OCLCO |d TEFOD |d OCLCQ |d OCLCO |d OCLCQ |d OCLCO |d DEBBG |d AZK |d OCLCO |d COCUF |d MOR |d LIP |d PIFAG |d ZCU |d LIV |d OCLCQ |d U3W |d OCLCQ |d OCLCF |d STF |d WRM |d CEF |d NRAMU |d ICG |d INT |d VT2 |d AU@ |d OCLCQ |d WYU |d OCLCQ |d UAB |d OCLCQ |d DKC |d OCLCQ |d UKAHL |d OL$ |d RDF |d OCLCQ |d DLC |d OCLCQ |d UKCRE |d BRF |d KUWAI |d OCLCO |d OCLCQ |d OCLCO |d OCLCL | ||
| 019 | |a 798209314 |a 808670006 |a 809409478 |a 817094973 |a 846905018 |a 961624274 |a 962694405 |a 988410436 |a 990603925 |a 991914575 |a 1037745080 |a 1038587742 |a 1045516087 |a 1055402532 |a 1065707067 |a 1081239385 |a 1103272902 |a 1148090829 |a 1153523657 |a 1284817803 | ||
| 020 | |a 9781118346983 |q (epub) | ||
| 020 | |a 111834698X |q (epub) | ||
| 020 | |a 9781118347010 |q (pdf) | ||
| 020 | |a 1118347013 |q (pdf) | ||
| 020 | |a 9781118347027 |q (mobi) | ||
| 020 | |a 1118347021 |q (mobi) | ||
| 020 | |a 9781118346990 |q (electronic bk.) | ||
| 020 | |a 1118346998 |q (electronic bk.) | ||
| 020 | |a 1280872713 | ||
| 020 | |a 9781280872716 | ||
| 020 | |z 9780470195154 |q (hardback) | ||
| 020 | |z 0470195150 | ||
| 024 | 8 | |a 9786613714022 | |
| 029 | 1 | |a AU@ |b 000048818877 | |
| 029 | 1 | |a AU@ |b 000052006292 | |
| 029 | 1 | |a AU@ |b 000053284998 | |
| 029 | 1 | |a AU@ |b 000065314598 | |
| 029 | 1 | |a AU@ |b 000066261316 | |
| 029 | 1 | |a CHNEW |b 000939454 | |
| 029 | 1 | |a CHVBK |b 48019744X | |
| 029 | 1 | |a DEBBG |b BV041430660 | |
| 029 | 1 | |a DEBBG |b BV043394344 | |
| 029 | 1 | |a DEBBG |b BV044164224 | |
| 029 | 1 | |a DEBSZ |b 372815960 | |
| 029 | 1 | |a DEBSZ |b 379327333 | |
| 029 | 1 | |a DEBSZ |b 397283997 | |
| 029 | 1 | |a DEBSZ |b 398264554 | |
| 029 | 1 | |a DEBSZ |b 425885216 | |
| 029 | 1 | |a DEBSZ |b 431131058 | |
| 029 | 1 | |a DEBSZ |b 485016869 | |
| 029 | 1 | |a NZ1 |b 14695713 | |
| 029 | 1 | |a NZ1 |b 15340876 | |
| 035 | |a (OCoLC)779740472 |z (OCoLC)798209314 |z (OCoLC)808670006 |z (OCoLC)809409478 |z (OCoLC)817094973 |z (OCoLC)846905018 |z (OCoLC)961624274 |z (OCoLC)962694405 |z (OCoLC)988410436 |z (OCoLC)990603925 |z (OCoLC)991914575 |z (OCoLC)1037745080 |z (OCoLC)1038587742 |z (OCoLC)1045516087 |z (OCoLC)1055402532 |z (OCoLC)1065707067 |z (OCoLC)1081239385 |z (OCoLC)1103272902 |z (OCoLC)1148090829 |z (OCoLC)1153523657 |z (OCoLC)1284817803 | ||
| 037 | |a 371402 |b MIL | ||
| 037 | |a C80FF3D7-C9D8-4154-950A-447759EDE7C5 |b OverDrive, Inc. |n http://www.overdrive.com | ||
| 042 | |a pcc | ||
| 050 | 1 | 4 | |a Q180.55.S7 |
| 072 | 7 | |a MAT |x 013000 |2 bisacsh | |
| 082 | 0 | 4 | |a 511/.5 |2 23 |
| 084 | |a MAT029000 |2 bisacsh | ||
| 049 | |a UAMI | ||
| 100 | 1 | |a Dehmer, Matthias, |d 1968- |1 https://id.oclc.org/worldcat/entity/E39PCjvYRwH37jVKJFRxgp7T73 | |
| 245 | 1 | 0 | |a Statistical and machine learning approaches for network analysis / |c Matthias Dehmer, Subhash C. Basak. |
| 260 | |a Hoboken, N.J. : |b Wiley, |c 2012. | ||
| 300 | |a 1 online resource | ||
| 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 |2 rda | ||
| 490 | 0 | |a Wiley series in computational statistics ; |v 707 | |
| 520 | |a "This book explores novel graph classes and presents novel methods to classify networks. It particularly addresses the following problems: exploration of novel graph classes and their relationships among each other; existing and classical methods to analyze networks; novel graph similarity and graph classification techniques based on machine learning methods; and applications of graph classification and graph mining. Key topics are addressed in depth including the mathematical definition of novel graph classes, i.e. generalized trees and directed universal hierarchical graphs, and the application areas in which to apply graph classes to practical problems in computational biology, computer science, mathematics, mathematical psychology, etc"-- |c Provided by publisher. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record and CIP data provided by publisher. | |
| 505 | 0 | |a Statistical and Machine Learning Approaches for Network Analysis; Contents; Preface; Contributors; 1 A Survey of Computational Approaches to Reconstruct and Partition Biological Networks; 1.1 INTRODUCTION; 1.2 BIOLOGICAL NETWORKS; 1.2.1 Directed Networks; 1.2.2 Undirected Networks; 1.3 GENOME-WIDE MEASUREMENTS; 1.3.1 Gene Expression Data; 1.3.2 Gene Sets; 1.4 RECONSTRUCTION OF BIOLOGICAL NETWORKS; 1.4.1 Reconstruction of Directed Networks; 1.4.1.1 Boolean Networks; 1.4.1.2 Probabilistic Boolean Networks; 1.4.1.3 Bayesian Networks; 1.4.1.4 Collaborative Graph Model; 1.4.1.5 Frequency Method. | |
| 546 | |a English. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Research |x Statistical methods. | |
| 650 | 0 | |a Machine theory. | |
| 650 | 0 | |a Communication |x Network analysis |x Graphic methods. | |
| 650 | 0 | |a Information science |x Statistical methods. | |
| 650 | 6 | |a Recherche |x Méthodes statistiques. | |
| 650 | 6 | |a Théorie des automates. | |
| 650 | 6 | |a Communication |x Analyse de réseau |x Méthodes graphiques. | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Information science |x Statistical methods |2 fast | |
| 650 | 7 | |a Machine theory |2 fast | |
| 650 | 7 | |a Research |x Statistical methods |2 fast | |
| 700 | 1 | |a Basak, Subhash C., |d 1945- |1 https://id.oclc.org/worldcat/entity/E39PCjr3qf7rPkk9868yyPMjcq | |
| 758 | |i has work: |a Statistical and machine learning approaches for network analysis (Text) |1 https://id.oclc.org/worldcat/entity/E39PCG6jpyQGmb67yHB7yhGRw3 |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Dehmer, Matthias, 1968- |t Statistical and machine learning approaches for network analysis. |d Hoboken, N.J. : Wiley, 2012 |z 9780470195154 |w (DLC) 2012002913 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=894394 |z Texto completo |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781118346983/?ar |z Texto completo |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH24099696 | ||
| 938 | |a Askews and Holts Library Services |b ASKH |n AH24071743 | ||
| 938 | |a Books 24x7 |b B247 |n bks00049741 | ||
| 938 | |a Coutts Information Services |b COUT |n 21000486 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL894394 | ||
| 938 | |a ebrary |b EBRY |n ebr10575598 | ||
| 938 | |a EBSCOhost |b EBSC |n 465414 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n 371402 | ||
| 938 | |a YBP Library Services |b YANK |n 7552077 | ||
| 938 | |a YBP Library Services |b YANK |n 8582312 | ||
| 938 | |a YBP Library Services |b YANK |n 12672207 | ||
| 994 | |a 92 |b IZTAP | ||