| 书目名称 | Classification, Clustering, and Data Analysis | | 副标题 | Recent Advances and | | 编辑 | Krzysztof Jajuga,Andrzej Sokołowski,Hans-Hermann B | | 视频video | | | 概述 | Includes supplementary material: | | 丛书名称 | Studies in Classification, Data Analysis, and Knowledge Organization | | 图书封面 |  | | 描述 | 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 classifi cation, data analysis and related methods. If we try to classify the wealth of problems, methods and approaches into some representative (partially over lapping) 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 anal ysis | | 出版日期 | Conference proceedings 2002 | | 关键词 | Analysis; Cluster Sample; Cluster analysis; Estimator; Measure; Regression analysis; STATISTICA; Statistica | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-56181-8 | | isbn_softcover | 978-3-540-43691-1 | | isbn_ebook | 978-3-642-56181-8Series ISSN 1431-8814 Series E-ISSN 2198-3321 | | issn_series | 1431-8814 | | copyright | Springer-Verlag Berlin · Heidelberg 2002 |
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发表于 2025-3-21 16:43:01
