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ORCID34. GfKl 2010: Karlsruhe, Germany
- Wolfgang Gaul, Andreas Geyer-Schulz, Lars Schmidt-Thieme, Jonas Kunze:
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
- José G. Clavel, Shizuhiko Nishisato:
Reduced Versus Complete Space Configurations in Total Information Analysis. 91-99 - Takashi Murakami:
A Geometrical Interpretation of the Horseshoe Effect in Multiple Correspondence Analysis of Binary Data. 101-108 - Shizuhiko Nishisato:
Quantification Theory: Reminiscence and a Step Forward. 109-119
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
- Martin Behnisch, Alfred Ultsch:
Clustering Temporal Population Patterns in Switzerland (1850-2000). 163-171 - Patrick Erik Bradley:
p-adic Methods in Stereo Vision. 173-182 - Krisztián Búza, Alexandros Nanopoulos, Lars Schmidt-Thieme:
Individualized Error Estimation for Classification and Regression Models. 183-191 - Marco Helbich, Michael Leitner:
Evaluation of Spatial Cluster Detection Algorithms for Crime Locations. 193-201 - Luca Bagnato, Antonio Punzo:
Checking Serial Independence of Residuals from a Nonlinear Model. 203-211
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
- Markus Arndt, Ulrich Arndt:
Calculating a Distributional Similarity Kernel using the Nyström Extension. 331-339 - Wilhelm M. Geiger, Johannes Rauch, Patrick Mair, Kurt Hornik:
Text Categorization in R: A Reduced N-Gram Approach. 341-349
Dimension Reduction
- Kay F. Hildebrand, Ulrich Müller-Funk:
HOMALS for Dimension Reduction in Information Retrieval. 353-361 - Ludwig Lausser, Christoph Müssel, Markus Maucher, Hans A. Kestler:
Feature Reduction and Nearest Neighbours. 363-370
Statistical Musicology
- Markus Eichhoff, Claus Weihs:
Musical Instrument Recognition by High-Level Features. 373-381 - Jobst Peter Fricke:
The Recognition of Consonance Is not Impaired by Intonation Deviations: A Revised Theory. 383-391 - Hanna M. Lukashevich:
Applying Multiple Kernel Learning to Automatic Genre Classification. 393-400 - Igor Vatolkin:
Multi-Objective Evaluation of Music Classification. 401-410 - Igor Vatolkin, Wolfgang M. Theimer, Martin Botteck:
Partition Based Feature Processing for Improved Music Classification. 411-419 - Claus Weihs, Klaus Friedrichs, Markus Eichhoff, Igor Vatolkin:
Software in Music Information Retrieval. 421-432
Data Analysis in Banking and Finance
- Wolfgang Bessler, Philipp Kurmann:
Conditional Factor Models for European Banks. 435-442 - Ralf Stecking, Klaus B. Schebesch:
Classification of Large Imbalanced Credit Client Data with Cluster Based SVM. 443-451 - David John Weston, Niall M. Adams, Yoonseong Kim, David J. Hand:
Fault Mining Using Peer Group Analysis. 453-461
Data Analysis in Health and Environment
- Joana Fernandes, Orlando Belo:
Discovering Possible Patterns Associations Among Drug Prescriptions. 465-473 - Evgenia Freis, Silvia Selinski, Jan G. Hengstler, Katja Ickstadt:
Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast Cancer. 475-483
Analysis of Marketing, Conjoint, and Multigroup Data
- Daniel Baier, Ines Daniel:
Image Clustering for Marketing Purposes. 487-494 - Jörg Henseler:
PLS-MGA: A Non-Parametric Approach to Partial Least Squares-based Multi-Group Analysis. 495-501 - Sandra Loureiro:
Love and Loyalty in Car Brands: Segmentation Using Finite Mixture Partial Least Squares. 503-510 - Wolfgang Polasek:
Endogeneity and Exogeneity in Sales Response Functions. 511-519 - Alexander Sänn, Daniel Baier:
Lead User Identification in Conjoint Analysis Based Product Design. 521-528 - Sebastian Selka, Daniel Baier, Michael Brusch:
Improving the Validity of Conjoint Analysis by Additional Data Collection and Analysis Steps. 529-536 - Moritz Parwoll, Ralf Wagner:
The Impact of Missing Values on PLS Model Fitting. 537-544
Data Analysis in Education and Psychology
- Thomas Hörstermann, Sabine Krolak-Schwerdt:
Teachers' Typology of Student Categories: A Cluster Analytic Study. 547-555 - Jonas Kunze, Andreas Geyer-Schulz:
ECTS Grades: Combination of Norm- and Criterion-Referenced Grading. 557-565 - Daniele Riggi, Jeroen K. Vermunt:
Students Reading Motivation: A Multilevel Mixture Factor Analysis. 567-573
Analysis of Tourism Data
- Anna Maria Parroco, Raffaele Scuderi:
Short Term Dynamics of Tourist Arrivals: What Do Italian Destinations Have in Common? 577-584 - Raffaele Scuderi:
A Measure of Polarization for Tourism: Evidence from Italian Destinations. 585-593
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