Advances in Data Analysis -

Advances in Data Analysis

Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006
Buch | Softcover
XVI, 687 Seiten
2007 | 2007
Springer Berlin (Verlag)
978-3-540-70980-0 (ISBN)
160,49 inkl. MwSt
lt;p>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.

Clustering.- Classification.- Data and Time Series Analysis.- Visualization and Scaling Methods.- Information Retrieval, Data and Web Mining.- Marketing, Management Science and Economics.- Banking and Finance.- Bio- and Health Sciences.- Linguistics and Text Analysis.- Statistical Musicology and Sound Classification.- Archaeology.

Erscheint lt. Verlag 22.2.2007
Reihe/Serie Studies in Classification, Data Analysis, and Knowledge Organization
Zusatzinfo XVI, 687 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 1047 g
Themenwelt Informatik Theorie / Studium Algorithmen
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Analysis • classification • Clustering • Data Analysis • Data Mining • Information Retrieval • machine learning • Multivariate Statistics • Statistics • Time Series
ISBN-10 3-540-70980-0 / 3540709800
ISBN-13 978-3-540-70980-0 / 9783540709800
Zustand Neuware
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