Advances in Data Analysis: Proceedings of the 30th Annual Conference of the Gesellschaft fur Klassifikation e.V., Freie Universitat Berlin, March ... Data Analysis, and Knowledge Organization)

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Название:Advances in Data Analysis: Proceedings of the 30th Annual Conference of the Gesellschaft fur Klassifikation e.V., Freie Universitat Berlin, March ... Data Analysis, and Knowledge Organization)

Автор: Reinhold Decker, Hans-Joachim Lenz

Издательство: Springer

ISBN: 3540709800

Дата издания:2007-04-04

Страниц: 703

Язык:Английский

Формат:pdf

Размер:11.60 MB

This book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. Coverage details a broad range of methods from multivariate statistics, clustering and classification, visualization and scaling as well as from data and time series analysis. It provides new approaches for information retrieval and data mining and reports a host of challenging applications in various fields.