34. GfKl 2010:
Karlsruhe, Germany
Wolfgang Gaul, Andreas Geyer-Schulz, Lars Schmidt-Thieme, Jonas Kunze (Eds.):
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.
Studies in Classification, Data Analysis, and Knowledge Organization Springer 2012, ISBN 978-3-642-24465-0
Classification, Cluster Analysis, and Multidimensional Scaling
- Mathias Bank, Friedhelm Schwenker:
Fuzzification of Agglomerative Hierarchical Crisp Clustering Algorithms.
3-11

- Salvatore Ingrassia, Simona C. Minotti, Giuseppe Incarbone:
An EM Algorithm for the Student-t Cluster-Weighted Modeling.
13-21

- Masahiro Mizuta, Hiroyuki Minami:
Analysis of Distribution Valued Dissimilarity Data.
23-28

- Isabella Morlini, Sergio Zani:
An Overall Index for Comparing Hierarchical Clusterings.
29-36

- Hans-Joachim Mucha, Hans-Georg Bartel:
An Accelerated K-Means Algorithm Based on Adaptive Distances.
37-47

- Julia Schiffner, Bernd Bischl, Claus Weihs:
Bias-Variance Analysis of Local Classification Methods.
49-57

- Kensuke Tanioka, Hiroshi Yadohisa:
Effect of Data Standardization on the Result of k-Means Clustering.
59-67

- Claus Weihs, Olaf Mersmann, Bernd Bischl, Arno Fritsch, Heike Trautmann, Till Moritz Karbach, Bernhard Spaan:
A Case Study on the Use of Statistical Classification Methods in Particle Physics.
69-77

- Roland Winkler, Frank Klawonn, Rudolf Kruse:
Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets.
79-87

Quantification Theory
Analysis of m-Mode n-Way and Asymmetric Data
- Michel Meulders:
Modelling Rater Differences in the Analysis of Three-Way Three-Mode Binary Data.
123-131

- Atsuho Nakayama, Akinori Okada:
Reconstructing One-Mode Three-way Asymmetric Data for Multidimensional Scaling.
133-141

- Akinori Okada:
Analysis of Car Switching Data by Asymmetric Multidimensional Scaling Based on Singular Value Decomposition.
143-150

- Yuichi Saito, Hiroshi Yadohisa:
Visualization of Asymmetric Clustering Result with Digraph and Dendrogram.
151-159

Analysis of Visual, Spatial, and Temporal Data
Network Data, Graphs, and Social Relationships
- Andreas Baumgart, Ulrich Müller-Funk:
Analysis of Network Data Based on Probability Neighborhood Cliques.
215-223

- Michael Ovelgönne, Andreas Geyer-Schulz:
A Comparison of Agglomerative Hierarchical Algorithms for Modularity Clustering.
225-232

- Giuseppe Giordano, Germana Scepi:
Network Data as Contiguity Constraints in Modeling Preference Data.
233-241

- Erhard Godehardt, Jerzy Jaworski, Katarzyna Rybarczyk:
Clustering Coefficients of Random Intersection Graphs.
243-253

- Nicolas Greffard, Fabien Picarougne, Pascale Kuntz:
Immersive Dynamic Visualization of Interactions in a Social Network.
255-262

- Martin Hopfensitz, Markus Maucher, Hans A. Kestler:
Fuzzy Boolean Network Reconstruction.
263-270

- Andreas W. Neumann, Kiryl Batsiukov:
GIRAN: A Dynamic Graph Interface to Neighborhoods of Related Articles.
271-279

- Isabella Peters:
Power Tags as Tools for Social Knowledge Organization Systems.
281-289

- Katarzyna Rybarczyk:
The Degree Distribution in Random Intersection Graphs.
291-299

- Andreas C. Sonnenbichler, Christopher Bazant:
Application of a Community Membership Life Cycle Model on Tag-Based Communities in Twitter.
301-309

- Christoph Stadtfeld:
Measuring the Influence of Network Structures on Social Interaction over Time.
311-318

- Andreas Schmitz, Olga Yanenko, Marcel Hebing:
Identifying Artificial Actors in E-Dating: A Probabilistic Segmentation Based on Interactional Pattern Analysis.
319-327

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
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