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28. GfKl 2004: Dortmund, Germany
- Claus Weihs, Wolfgang Gaul:
Classification - the Ubiquitous Challenge, Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9-11, 2004. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2005, ISBN 978-3-540-25677-9
(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 G. 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
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
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 - Bjoern H. Menze
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
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 Peter Fricke:
Classification of Perceived Musical Intervals. 585-592 - Reinhard Kopiez, Claus Weihs, Uwe Ligges
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
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
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
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
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