| Description |
1 online resource (xii, 358 pages) : illustrations |
| Series |
Studies in classification, data analysis, and knowledge organization, 1431-8814 |
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Studies in classification, data analysis, and knowledge organization. 1431-8814
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| Contents |
pt. 1. Similarity and dissimilarity -- pt. 2. Classification and clustering -- pt. 3. Network and graph analysis -- pt. 4. Analysis of symbolic data -- pt. 5. General data analysis methods -- pt. 6. Data and web mining -- pt. 7. Analysis of music data -- pt. 8. Gene and microarray analysis |
| Summary |
This volume provides new methodological developments in data analysis and classification. A wide range of topics is covered that includes the measurement of similarity and dissimilarity, methods for classification and clustering, network and graph analyses, analysis of symbolic data, and web mining. Apart from structural and theoretical results the book shows how to apply the proposed to a variety of problems, for example in medicine, microarray analysis, social network structures, and music. The combination of new methodological advances with the wide range of real applications collected in this volume is of special value for researchers when choosing the appropriate among newly developed analytical tools for their research problems in classification and data analysis |
| Notes |
"10th jubilee Conference of the International Federation of Classification Societies (IFCS) on Data Science and Classification held ... University of Ljubljana in Slovenia, July 25-29, 2006"--Preface |
| Bibliography |
Includes bibliographical references and indexes |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Cluster analysis -- Congresses
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Multivariate analysis -- Congresses
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Mathematical statistics -- Congresses
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Multivariate analysis.
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Library science.
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Cluster Analysis
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Multivariate Analysis
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Library Science
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library science.
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MATHEMATICS -- Probability & Statistics -- General.
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Multivariate analysis.
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Mathematical statistics.
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Cluster analysis.
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Estadística matemática -- Congresos
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Análisis estadístico multivariable -- Congresos
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Cluster analysis
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Mathematical statistics
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Multivariate analysis
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Batagelj, Vladimir, 1948-
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| ISBN |
9783540344162 |
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3540344160 |
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3540344152 |
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9783540344155 |
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9786610627370 |
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6610627371 |
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