Exploratory Data Analysis in Empirical Research: Proceedings of the 25th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Munich, March 14–16, 2001

Front Matter....Pages i-xvi
Front Matter....Pages 1-1
Sliced Inverse Regression for High-dimensional Time Series....Pages 3-11
Symbolic Clustering of Constrained Probabilistic Data....Pages 12-21
On Memory Requirement with Normal Symbolic Form....Pages 22-30
On the Roles of Galois Connections in Classification....Pages 31-40
Mining Sets of Time Series: Description of Time Points....Pages 41-49
Spatial Smoothing with Robust Priors in Functional MRI....Pages 50-57
Clustering in the Presence of Outliers....Pages 58-66
Two Models of Random Intersection Graphs for Classification....Pages 67-81
Classification Techniques based on Methods of Computational Intelligence....Pages 82-89
Constrained Correspondence Analysis for Seriation in Archaeology Applied to Sagalassos Ceramic Tablewares....Pages 90-97
The Moment Preservation Method of Cluster Analysis....Pages 98-103
On The General Distance Measure....Pages 104-109
Tests for One-dimensional Nearest Neighbors Clusters....Pages 110-118
Integration of Cluster Analysis and Visualization Techniques for Visual Data Analysis....Pages 119-132
Bayesian Space-time Analysis of Health Insurance Data....Pages 133-140
On Clustering by Mixture Models....Pages 141-148
Using Additive Conjoint Measurement Analysis of Social Network Data....Pages 149-156
Bayesian Latent Class Metric Conjoint Analysis — A Case Study from the Austrian Mineral Water Market....Pages 157-169
Diagnostics in Multivariate Data Analysis: Sensitivity Analysis for Principal Components and Canonical Correlations....Pages 170-179
Classification of Natural Languages by Word Ordering Rule....Pages 180-187
Front Matter....Pages 1-1
Combining Mental Fit and Data Fit for Classification Rule Selection....Pages 188-203
Bayesian Analysis of Econometric Models for Count Data: A Survey....Pages 204-215
k-Means Clustering with Outlier Detection, Mixed Variables and Missing Values....Pages 216-226
Front Matter....Pages 227-227
Repeat-buying Theory and its Application for Recommender Services....Pages 229-239
Joker — Visualization of an Object Model for a Cost Accounting Educational Software....Pages 240-247
Data Preparation in Large Real-World Data Mining Projects: Methods for Imputing Missing Values....Pages 248-256
Clustering of Document Collections to Support Interactive Text Exploration....Pages 257-265
Web Usage Mining — Languages and Algorithms....Pages 266-281
Thesaurus Migration in Practice....Pages 282-290
Relational Clustering for the Analysis of Internet Newsgroups....Pages 291-299
The Theory of On-line Learning — A Statistical Physics Approach....Pages 300-308
A Framework for Web Usage Mining on Anonymous Logfile Data....Pages 309-318
Front Matter....Pages 319-319
Knee Replacement Surgery and Learning Effects — Data Evidence from a German Hospital....Pages 321-331
Self-Organizing Maps and its Applications in Sleep Apnea Research and Molecular Genetics....Pages 332-345
Automated Classification of Optic Nerve Head Topography Images for Glaucoma Screening....Pages 346-356
Comparing Split Criteria for Constructing Survival Trees....Pages 357-365
A Type of Bayesian Small Area Estimation for the Analysis of Cancer Mortality Data....Pages 366-374
DEA-Benchmarks for Austrian Physicians....Pages 375-384
Data Mining Tools for Quality Management in Health Care....Pages 385-391
The Effects of Simultaneous Misclassification on the Attributable Risk....Pages 392-400
Front Matter....Pages 319-319
Statistical Genetics — Present and Future....Pages 401-409
Front Matter....Pages 411-411
Market Simulation Using Bayesian Procedures in Conjoint Analysis....Pages 413-421
Value Based Benchmarking and Market Partitioning....Pages 422-432
Optimization of Corporate Reorganization Portfolios based on a Genetic Algorithm....Pages 433-442
Key Success Factors in City Marketing — Some Empirical Evidence....Pages 443-453
From Credit Scores to Stable Default Probabilities: A Model Based Approach....Pages 454-462
Dimensions of Credit Risk....Pages 463-471
Cognitive Organization of Person Attributes: Measurement Procedures and Statistical Models....Pages 472-482
Manufacturing Branches in Poland — A Classification Attempt....Pages 483-491
Market-Segments of Automotive Brands: Letting Multivariate Analyses Reveal Additional Insights....Pages 492-503
Sequence Mining in Marketing....Pages 504-513
Portfolio Management Using Multivariate Time Series Forecasts....Pages 514-521
Value-at-Risk for Financial Assets Determined by Moment Estimators of the Tail Index....Pages 522-530
Back Matter....Pages 531-536