Data science and classification
This volume contains a refereed selection of papers presented during the 10th Jubilee Conference of the International Federation of Classi?cation - cieties(IFCS)onDataScienceandClassi?cationheldattheFacultyofSocial Sciences of the University of Ljubljana in Slovenia, July 25-29, 2006. Papers submitt...
Wedi'i Gadw mewn:
| Prif Awdur: | |
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| Awduron Eraill: | |
| Fformat: | Livre numérique |
| Iaith: | Anglais |
| Cyhoeddwyd: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Rhifyn: | 1st ed. 2006. |
| Cyfres: | Studies in Classification, Data Analysis, and Knowledge Organization
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| Pynciau: | |
| Mynediad Ar-lein: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nodyn: |
Description d'après consultation du 17 mars 2011 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Data science and classification, Texte imprimé, edited by Vladimir Batagelj, Hans-Hermann Bock, Anuška Ferligoj, Aleš Žiberna, Berlin, Springer, 2006 |
| Crynodeb: | This volume contains a refereed selection of papers presented during the 10th Jubilee Conference of the International Federation of Classi?cation - cieties(IFCS)onDataScienceandClassi?cationheldattheFacultyofSocial Sciences of the University of Ljubljana in Slovenia, July 25-29, 2006. Papers submitted fortheconferenceweresubjectedtoa carefulreviewingprocess- volvingatleasttworeviewersper paper. As aresultofthis reviewingprocess, 37 papers were selected for publication in this volume. The book presents recent advances in data analysis, classi?cation and clustering from methodological, theoretical, or algorithmic points of view. It shows how data analysis methods can be applied in various subject-speci?c domains. Areas that receive particular attention in this book are similarity and dissimilarity analysis, discrimination and clustering, network and graph analysis, and the processing of symbolic data. Special sections are devoted to data and web mining and to the application of data analysis methods in quantitative musicology and microbiology. Readers will ?nd a ?ne selection of recent technical and application-orientedpapers that characterizethe c- rent developments in data science and classi?cation. The combination of new methodologicaladvances with the wide rangeof real applicationscollected in this volumewill be ofspecialvaluefor researcherswhen choosingappropriate newly developed analytical tools for their research problems in classi?cation and data analysis. The editors are grateful to the authors of the papers in this volume for their contributions and for their willingness to respond so positively to the time constraintsin preparingthe ?nal versionsof their papers. Without their worktherewouldbenobook. Weareespeciallygratefultothereferees listed at the end of this book who reviewed the submitted papers. Their careful reviews helped us greatly in selecting the papers included in this volume |
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| Disgrifiad o'r Eitem: | Description d'après consultation du 17 mars 2011 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Llyfryddiaeth: | Notes bibliogr. Index |
| ISBN: | 9783540344162 |
| ISSN: | 2198-3321 |
| Mynediad: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |