28. GfKl 2004: Dortmund, Germany

(Semi-) Plenary Presentations

• Jan Beran:
  Classification and Data Mining in Musicology. 3-10
  
• Elena A. Erosheva, Stephen E. Fienberg:
  Bayesian Mixed Membership Models for Soft Clustering and Classification. 11-26
  
• Paul Fischer, Simon Larsen, Claus Thomsen:
  Predicting Protein Secondary Structure with Markov Models. 27-33
  
• Michael Friendly:
  Milestones in the History of Data Visualization: A Case Study in Statistical Historiography. 34-52
  
• Peter Grzybek, Ernst Stadlober, Emmerich Kelih, Gordana Antic:
  Quantitative Text Typology: The Impact of Word Length. 53-64
  
• Kurt Hornik:
  Cluster Ensembles. 65-72
  
• Henk A. L. Kiers:
  Bootstrap Confidence Intervals for Three-way Component Methods. 73-84
  
• Claus Pahl:
  Organising the Knowledge Space for Software Components. 85-96
  
• Cees Snoek, Marcel Worring:
  Multimedia Pattern Recognition in Soccer Video Using Time Intervals. 97-108
  
• Wolfgang Uter, Olaf Gefeller:
  Quantitative Assessment of the Responsibility for the Disease Load in a Population. 109-117
  

Classification and Data Analysis

Classification

• José Dias:
  Bootstrapping Latent Class Models. 121-128
  
• Eugeniusz Gatnar:
  Dimensionality of Random Subspaces. 129-136
  
• Sören Hader, Fred A. Hamprecht:
  Two-stage Classification with Automatic Feature Selection for an Industrial Application. 137-144
  
• Klaus Hechenbichler, Gerhard Tutz:
  Bagging, Boosting and Ordinal Classification. 145-152
  
• Christian Hennig:
  A Method for Visual Cluster Validation. 153-160
  
• Riadh Khanchel, Mohamed Limam:
  Empirical Comparison of Boosting Algorithms. 161-167
  
• Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun:
  Iterative Majorization Approach to the Distance-based Discriminant Analysis. 168-175
  
• Jay Magidson, Jeroen K. Vermunt:
  An Extension of the CHAID Tree-based Segmentation Algorithm to Multiple Dependent Variables. 176-183
  
• Ole Nordhoff:
  Expectation of Random Sets and the 'Mean Values' of Interval Data. 184-191
  
• Constanze Pumplün, Claus Weihs, Andrea Preusser:
  Experimental Design for Variable Selection in Data Bases. 192-199
  
• Nils Raabe, Karsten Luebke, Claus Weihs:
  KMC/EDAM: A New Approach for the Visualization of K-Means Clustering Results. 200-207
  
• Karin Sahmer, Evelyne Vigneau, Mostafa El Qannari, Joachim Kunert:
  Clustering of Variables with Missing Data: Application to Preference Studies. 208-215
  
• Christin Schäfer, Steven Lemm, Gabriel Curio:
  Binary On-line Classification Based on Temporally Integrated Information. 216-223
  
• Gero Szepannek, Karsten Luebke:
  Different Subspace Classification. 224-231
  
• Alfred Ultsch:
  Density Estimation and Visualization for Data Containing Clusters of Unknown Structure. 232-239
  
• Jeroen K. Vermunt, Jay Magidson:
  Hierarchical Mixture Models for Nested Data Structures. 240-247
  

Data Analysis

• Claudia Becker:
  Iterative Proportional Scaling Based on a Robust Start Estimator. 248-255
  
• Jochen Einbeck, Gerhard Tutz, Ludger Evers:
  Exploring Multivariate Data Structures with Local Principal Curves. 256-263
  
• Sabine Krolak-Schwerdt:
  A Three-way Multidimensional Scaling Approach to the Analysis of Judgments About Persons. 264-271
  
• Fabian Mörchen, Alfred Ultsch:
  Discovering Temporal Knowledge in Multivariate Time Series. 272-279
  
• Shizuhiko Nishisato:
  A New Framework for Multidimensional Data Analysis. 280-287
  
• Akinori Okada, Tadashi Imaizumi:
  External Analysis of Two-mode Three-way Asymmetric Multidimensional Scaling. 288-295
  
• David Rummel:
  The Relevance Vector Machine Under Covariate Measurement Error. 296-303
  

Applications

Archaeology

• Peter Ihm:
  A Contribution to the History of Seriation in Archaeology. 307-316
  
• Hans-Joachim Mucha, Hans-Georg Bartel, Jens Dolata:
  Model-based Cluster Analysis of Roman Bricks and Tiles from Worms and Rheinzabern. 317-324
  

Astronomy

• Coryn A. L. Bailer-Jones:
  Astronomical Object Classification and Parameter Estimation with the Gaia Galactic Survey Satellite. 325-329
  
• Coryn A. L. Bailer-Jones:
  Design of Astronomical Filter Systems for Stellar Classification Using Evolutionary Algorithms. 330-337
  

Bio-Sciences

• Isabelle Grimmenstein, Karsten Quast, Wolfgang Urfer:
  Analyzing Microarray Data with the Generative Topographic Mapping Approach. 338-345
  
• Joachim Krauth:
  Test for a Change Point in Bernoulli Trials with Dependence. 346-353
  
• Katrin Kupas, Alfred Ultsch:
  Data Mining in Protein Binding Cavities. 354-361
  
• Björn H. Menze, Michael Wormit, Peter Bachert, Matthias Lichy, Heinz-Peter Schlemmer, Fred A. Hamprecht:
  Classification of In Vivo Magnetic Resonance Spectra. 362-369
  
• Holger Schwender:
  Modifying Microarray Analysis Methods for Categorical Data - SAM and PAM for SNPs. 370-377
  
• Alfred Ultsch:
  Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments. 378-385
  
• Le Sy Vinh, Heiko A. Schmidt, Arndt von Haeseler:
  PhyNav: A Novel Approach to Reconstruct Large Phylogenies. 386-393
  

Electronic Data and Web

• Christian Bomhardt, Wolfgang Gaul:
  NewsRec, a Personal Recommendation System for News Websites. 394-401
  
• Markus Franke, Anke Thede:
  Clustering of Large Document Sets with Restricted Random Walks on Usage Histories. 402-409
  
• Volker Schlecht, Wolfgang Gaul:
  Fuzzy Two-mode Clustering vs. Collaborative Filtering. 410-417
  
• Nadine Schmidt-Mänz, Wolfgang Gaul:
  Web Mining and Online Visibility. 418-425
  
• Patrick Thoma, Wolfgang Gaul:
  Analysis of Recommender System Usage by Multidimensional Scaling. 426-433
  

Finance and Insurance

• Andreas Christmann:
  On a Combination of Convex Risk Minimization Methods. 434-441
  
• Alexandra Schwarz, Gerhard Arminger:
  Credit Scoring Using Global and Local Statistical Models. 442-449
  
• Ralf Stecking, Klaus B. Schebesch:
  Informative Patterns for Credit Scoring: Support Vector Machines Preselect Data Subsets for Linear Discriminant Analysis. 450-457
  
• Sarel Steel, Gertrud Hechter:
  Application of Support Vector Machines in a Life Assurance Environment. 458-465
  
• Mario Straßberger:
  Continuous Market Risk Budgeting in Financial Institutions. 466-473
  
• Rafael Weißbach, Bernd Rosenow:
  Smooth Correlation Estimation with Application to Portfolio Credit Risk. 474-481
  

Library Science and Linguistics

• Dariusch Bagheri:
  How Many Lexical-semantic Relations are Necessary? 482-489
  
• Christoph Benden:
  Automated Detection of Morphemes Using Distributional Measurements. 490-497
  
• Emmerich Kelih, Gordana Antic, Peter Grzybek, Ernst Stadlober:
  Classification of Author and/or Genre? The Impact of Word Length. 498-505
  
• Bernd Lorenz:
  Some Historical Remarks on Library Classification - a Short Introduction to the Science of Library Classification. 506-512
  
• Hans-Joachim Mucha, Edgar Haimerl:
  Automatic Validation of Hierarchical Cluster Analysis with Application in Dialectometry. 513-520
  
• Reinhard Rapp:
  Discovering the Senses of an Ambiguous Word by Clustering its Local Contexts. 521-528
  
• Ulfert Rist:
  Document Management and the Development of Information Spaces. 529-536
  

Macro-Economics

• Helmut Berrer, Christian Helmenstein, Wolfgang Polasek:
  Stochastic Ranking and the Volatility "Croissant": A Sensitivity Analysis of Economic Rankings. 537-544
  
• Daniel Enache, Claus Weihs:
  Importance Assessment of Correlated Predictors in Business Cycles Classification. 545-552
  
• Clifford Sell:
  Economic Freedom in the 25-Member European Union: Insights Using Classification Tools. 553-560
  

Marketing

• Hans Bauer, Marcus Neumann, Frank Huber:
  Intercultural Consumer Classifications in E-Commerce. 561-568
  
• Christoph Breidert, Michael Hahsler, Lars Schmidt-Thieme:
  Reservation Price Estimation by Adaptive Conjoint Analysis. 569-576
  
• Bernd Stauß, Wolfgang Gaul:
  Estimating Reservation Prices for Product Bundles Based on Paired Comparison Data. 577-584
  

Music Science

• Jobst Fricke:
  Classification of Perceived Musical Intervals. 585-592
  
• Reinhard Kopiez, Claus Weihs, Uwe Ligges, Ji Lee:
  In Search of Variables Distinguishing Low and High Achievers in Music Sight Reading Task. 593-599
  
• Ingo Mierswa:
  Automatic Feature Extraction from Large Time Series. 600-607
  
• Christian Röver, Frank Klefenz, Claus Weihs:
  Identification of Musical Instruments by Means of the Hough-Transformation. 608-615
  
• Dirk Van Steelant, Koen Tanghe, Sven Degroeve, Bernard De Baets, Marc Leman, Jean-Pierre Martens:
  Support Vector Machines for Bass and Snare Drum Recognition. 616-623
  
• Claus Weihs, Christoph Reuter, Uwe Ligges:
  Register Classification by Timbre. 624-631
  

Quality Assurance

• Anja Busse:
  Classification of Processes by the Lyapunov Exponent. 632-639
  
• Jutta Jessenberger, Claus Weihs:
  Desirability to Characterize Process Capability. 640-647
  
• Amor Messaoud, Winfried Theis, Claus Weihs, Franz Hering:
  Application and Use of Multivariate Control Charts in a BTA Deep Hole Drilling Process. 648-655
  
• Winfried Theis, Claus Weihs:
  Determination of Relevant Frequencies and Modeling Varying Amplitudes of Harmonic Processes. 656-663
  

Contest: Social Milieus in Dortmund

• Ernst-Otto Sommerer, Claus Weihs:
  Introduction to the Contest "Social Milieus in Dortmund". 667-673
  
• Christian Röver, Gero Szepannek:
  Application of a Genetic Algorithm to Variable Selection in Fuzzy Clustering. 674-681
  
• Christin Schäfer, Julian Laub:
  Annealed k-Means Clustering and Decision Trees. 682-689
  
• Stefanie Scheid:
  Correspondence Clustering of Dortmund City Districts. 690-697