Challenges at the Interface of Data Analysis, Computer Science, and Optimization

Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010

AvWolfgang A. Gaul,Andreas Geyer-Schulz

Häftad, Engelska, 2012

Del i serien Studies in Classification, Data Analysis, and Knowledge Organization

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Beskrivning

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.

Produktinformation

Utgivningsdatum:2012-02-09
Mått:155 x 235 x 33 mm
Vikt:914 g
Format:Häftad
Språk:Engelska
Serie:Studies in Classification, Data Analysis, and Knowledge Organization
Antal sidor:598
Upplaga:2012
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642244650

Utforska kategorier

Referensverk och tvärvetenskap inom Samhälle och politik
Databaser inom Data och IT
Affärsapplikationer inom Data och IT

Innehållsförteckning

Classification, Cluster Analysis, and Multidimensional Scaling.- Quantification Theory.- Analysis of m-Mode n-Way and Asymmetric Data.- Analysis of Visual, Spatial, and Temporal Data.- Network Data, Graphs, and Social Relationships.- Text Mining.- Dimension Reduction.- Statistical Musicology.- Data Analysis in Banking and Finance.- Data Analysis in Health and Environment.- Analysis of Marketing, Conjoint, and Multigroup Data.- Data Analysis in Education and Psychology.- Analysis of Tourism Data.