Classification, Clustering, and Data Analysis: Recent Advances and Applications
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2002
|
| Schriftenreihe: | Studies in Classification, Data Analysis, and Knowledge Organization
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | The present volume contains a selection of papers presented at the Eighth Conference of the International Federation of Classification Societies (IFCS) which was held in Cracow, Poland, July 16-19, 2002. All originally submitted papers were subject to a reviewing process by two independent referees, a procedure which resulted in the selection of the 53 articles presented in this volume. These articles relate to theoretical investigations as well as to practical applications and cover a wide range of topics in the broad domain of classification, data analysis and related methods. If we try to classify the wealth of problems, methods and approaches into some representative (partially overlapping) groups, we find in particular the following areas: - Clustering - Cluster validation - Discrimination - Multivariate data analysis - Statistical methods - Symbolic data analysis - Consensus trees and phylogeny - Regression trees - Neural networks and genetic algorithms - Applications in economics, medicine, biology, and psychology. Given the international orientation of IFCS conferences and the leading role of IFCS in the scientific world of classification, clustering and data analysis, this volume collects a representative selection of current research and modern applications in this field and serves as an up-to-date information source for statisticians, data analysts, data mining specialists and computer scientists |
| Beschreibung: | 1 Online-Ressource (XI, 508p. 84 illus) |
| ISBN: | 9783642561818 9783540436911 |
| ISSN: | 1431-8814 |
| DOI: | 10.1007/978-3-642-56181-8 |
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| spelling | Classification, Clustering, and Data Analysis Recent Advances and Applications edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock Berlin, Heidelberg Springer Berlin Heidelberg 2002 1 Online-Ressource (XI, 508p. 84 illus) txt rdacontent c rdamedia cr rdacarrier Studies in Classification, Data Analysis, and Knowledge Organization 1431-8814 The present volume contains a selection of papers presented at the Eighth Conference of the International Federation of Classification Societies (IFCS) which was held in Cracow, Poland, July 16-19, 2002. All originally submitted papers were subject to a reviewing process by two independent referees, a procedure which resulted in the selection of the 53 articles presented in this volume. These articles relate to theoretical investigations as well as to practical applications and cover a wide range of topics in the broad domain of classification, data analysis and related methods. If we try to classify the wealth of problems, methods and approaches into some representative (partially overlapping) groups, we find in particular the following areas: - Clustering - Cluster validation - Discrimination - Multivariate data analysis - Statistical methods - Symbolic data analysis - Consensus trees and phylogeny - Regression trees - Neural networks and genetic algorithms - Applications in economics, medicine, biology, and psychology. Given the international orientation of IFCS conferences and the leading role of IFCS in the scientific world of classification, clustering and data analysis, this volume collects a representative selection of current research and modern applications in this field and serves as an up-to-date information source for statisticians, data analysts, data mining specialists and computer scientists Statistics Computer science Mathematical statistics Economics / Statistics Statistical Theory and Methods Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Informatik Statistik Wirtschaft Datenanalyse (DE-588)4123037-1 gnd rswk-swf Klassifikation (DE-588)4030958-7 gnd rswk-swf 1\p (DE-588)1071861417 Konferenzschrift 2002 Krakau gnd-content Datenanalyse (DE-588)4123037-1 s 2\p DE-604 Klassifikation (DE-588)4030958-7 s 3\p DE-604 Jajuga, Krzysztof edt Sokołowski, Andrzej edt Bock, Hans-Hermann edt https://doi.org/10.1007/978-3-642-56181-8 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Classification, Clustering, and Data Analysis Recent Advances and Applications Statistics Computer science Mathematical statistics Economics / Statistics Statistical Theory and Methods Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Informatik Statistik Wirtschaft Datenanalyse (DE-588)4123037-1 gnd Klassifikation (DE-588)4030958-7 gnd |
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| title | Classification, Clustering, and Data Analysis Recent Advances and Applications |
| title_auth | Classification, Clustering, and Data Analysis Recent Advances and Applications |
| title_exact_search | Classification, Clustering, and Data Analysis Recent Advances and Applications |
| title_full | Classification, Clustering, and Data Analysis Recent Advances and Applications edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock |
| title_fullStr | Classification, Clustering, and Data Analysis Recent Advances and Applications edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock |
| title_full_unstemmed | Classification, Clustering, and Data Analysis Recent Advances and Applications edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock |
| title_short | Classification, Clustering, and Data Analysis |
| title_sort | classification clustering and data analysis recent advances and applications |
| title_sub | Recent Advances and Applications |
| topic | Statistics Computer science Mathematical statistics Economics / Statistics Statistical Theory and Methods Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Informatik Statistik Wirtschaft Datenanalyse (DE-588)4123037-1 gnd Klassifikation (DE-588)4030958-7 gnd |
| topic_facet | Statistics Computer science Mathematical statistics Economics / Statistics Statistical Theory and Methods Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Informatik Statistik Wirtschaft Datenanalyse Klassifikation Konferenzschrift 2002 Krakau |
| url | https://doi.org/10.1007/978-3-642-56181-8 |
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