Selected Contributions in Data Analysis and Classification
Autor: | Paula Brito, Guy Cucumel, Patrice Bertrand, Francisco Carvalho |
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EAN: | 9783540735601 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 16.08.2007 |
Kategorie: | |
Schlagworte: | Random variable algorithms classification cluster analysis clustering data analysis data mining knowledge discovery knowledge management learning multivariate statistics operations research optimization principal component analysis stat |
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This volume presents recent methodological developments in data analysis and classification. It covers a wide range of topics, including methods for classification and clustering, dissimilarity analysis, consensus methods, conceptual analysis of data, and data mining and knowledge discovery in databases. The book also presents a wide variety of applications, in fields such as biology, micro-array analysis, cyber traffic, and bank fraud detection.