Data Analysis Applications Clustering (28 results)
Published by Springer,, 2002
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Add to basketSprache: Englisch OriginalKarton. Noch eingeschweißtes Exemplar.

Language: English
Published by Springer- Verlag Berlin Heidelberg, New York, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Soft cover. Condition: Near Fine. First published 2002 no other date on copy right page. Interior pages are clean and bright; binding is firm - no loose pages. No creases on spine - like new. There are no tears, writing or folds on inside pages. This NOT an Ex-lib nor is this a remainder.

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Condition: Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions.

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Taschenbuch. Condition: Neu. Clustering, Cluster Inference and Applications in Clustering | Applications to the Analysis of Gene Expression Data | Surajit Ray | Taschenbuch | 184 S. | Englisch | 2011 | LAP LAMBERT Academic Publishing | EAN 9783845423623 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42,… 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu.

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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Data Analysis and Applications 1: Clustering and Regression, Modelingestimating, Forecasting and Data Mining
Skiadas, Christos (Edited by)/ Bozeman, James R. (Edited by)
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Language: English
Published by Springer, 2002
Series: Book 4 of 43 - Studies in Classification, Data Analysis, and Knowledge Organization
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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, 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.

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Condition: gut. Data Analysis and Applications 1: Clustering and Regression, Modeling-Estimating, Forecasting and Data Mining (Innovation, Entrepreneurship and . and Data Analysis Set, 2, Band 2) In englischer Sprache. pages.

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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Multivariate mixture models provide a convenient method of density estimation and model based clustering as well as providing possible explanations for the actual data generation process. But the problem of choosing the number of compone…nts in a statistically meaningful way is still a subject of considerable research. Available methods for estimation include, optimizing AIC and BIC, estimating the number through nonparametric maximum likelihood, hypothesis testing and Bayesian approaches with entropy distances. In our book we present several rules for selecting a finite mixture model, based on estimation and inference using a quadratic distance measure. In this book we also develop tools for determining the number of modes in a mixture of multivariate normal densities. We use these criterion to select clusters which display distinct modes. Finally we fine tune our methods to analyze gene-expression data from micro-arrays, and compare them with other competitive methods.