German-Japanese Interchange of Data Analysis Results

Wolfgang Gaul, Andreas Geyer-Schulz, Yasumasa Baba, Akinori Okada (Herausgeber)

Buch | Softcover

XIII, 267 Seiten

2013 | 2014
Springer International Publishing (Verlag)
978-3-319-01263-6 (ISBN)

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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).

Clustering.- Analysis of Data and Models.- Applications.

Erscheint lt. Verlag	18.11.2013
Reihe/Serie	Studies in Classification, Data Analysis, and Knowledge Organization
Zusatzinfo	XIII, 267 p. 47 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	438 g
Themenwelt	Mathematik / Informatik ► Informatik ► Software Entwicklung
	Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
	Sozialwissenschaften ► Soziologie
Schlagworte	Applied Statistics • Clustering • Computing Methodologies • Data Analysis
ISBN-10	3-319-01263-0 / 3319012630
ISBN-13	978-3-319-01263-6 / 9783319012636
Zustand	Neuware