German-Japanese Interchange of Data Analysis Results
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ISBN-13:
9783319012636
Veröffentl:
2013
Einband:
Paperback
Erscheinungsdatum:
18.11.2013
Seiten:
284
Autor:
Wolfgang Gaul
Gewicht:
435 g
Format:
235x155x16 mm
Serie:
Studies in Classification, Data Analysis, and Knowledge Organization
Sprache:
Englisch
Beschreibung:
This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis of asymmetric relationships, and regularization techniques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volume are revised and extended versions of selected papers presented in the German/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012).
Focuses on the interface between Data Analysis and Computer Science
Clustering.- Analysis of Data and Models.- Applications.
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