Studies in Classification, Data Analysis, and Knowledge Orga

By: Daniel Baier (Editor), Reinhold Decker (Editor), Lars Schmidt-Thieme (Editor)

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Paperback | 13 July 2005

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It is a great privilege and pleasure to write a foreword for a book honor ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. He is, by any measure, one of the most distinguished and eminent scholars in the world today. Wolfgang Gaul has been instrumental in numerous leading research initia tives and has achieved an unprecedented level of success in facilitating com munication among researchers in diverse disciplines from around the world. A particularly remarkable and unique aspect of his work is that he has been a leading scholar in such diverse areas of research as graph theory and net work models, reliability theory, stochastic optimization, operations research, probability theory, sampling theory, cluster analysis, scaling and multivariate data analysis. His activities have been directed not only at these and other theoretical topics, but also at applications of statistical and mathematical tools to a multitude of important problems in computer science (e.g., w- mining), business research (e.g., market segmentation), management science (e.g., decision support systems) and behavioral sciences (e.g., preference mea surement and data mining). All of his endeavors have been accomplished at the highest level of professional excellence.

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Data Analysis
Optimization in Symbolic Data Analysis: Dissimilarities, Class Centers, and Clustering	p. 3
An Efficient Branch and Bound Procedure for Restricted Principal Components Analysis	p. 11
A Tree Structured Classifier for Symbolic Class Description	p. 21
A Diversity Measure for Tree-Based Classifier Ensembles	p. 30
Repeated Confidence Intervals in Self-Organizing Studies	p. 39
Fuzzy and Crisp Mahalanobis Fixed Point Clusters	p. 47
Interpretation Aids for Multilayer Perceptron Neural Nets	p. 57
An Unfolding Scaling Model for Aggregated Preferential Choice Data	p. 65
Model-Based Clustering - Discussion on Some Approaches	p. 73
Three-Way Multidimensional Scaling: Formal Properties and Relationships Between Scaling Methods	p. 82
Empirical Approach as a Scientific Framework for Data Analysis	p. 91
Asymmetric Multidimensional Scaling of Relationships Among Managers of a Firm	p. 100
Aggregation of Ordinal Judgements Based on Condorcet's Majority Rule	p. 108
ANOVA Models with Generalized Inverses	p. 113
Patterns in Search Queries	p. 122
Performance Drivers for Depth-First Frequent Pattern Mining	p. 130
On the Performance of Algorithms for Two-Mode Hierarchical Cluster Analysis - Results from a Monte Carlo Simulation Study	p. 141
Clustering Including Dimensionality Reduction	p. 149
The Number of Clusters in Market Segmentation	p. 157
On Variability of Optimal Policies in Markov Decision Processes	p. 177
Decision Support
Linking Quality Function Deployment and Conjoint Analysis for New Product Design	p. 189
Financial Management in an International Company: An OR-Based Approach for a Logistics Service Provider	p. 199
Development of a Long-Term Strategy for the Moscow Urban Transport System	p. 204
The Importance of E-Commerce in China and Russia - An Empirical Comparison	p. 212
Analyzing Trading Behavior in Transaction Data of Electronic Election Markets	p. 222
Critical Success Factors for Data Mining Projects	p. 231
Equity Analysis by Functional Approach	p. 241
A Multidimensional Approach to Country of Origin Effects in the Automobile Market	p. 249
Loyalty Programs and Their Impact on Repeat Purchase Behaviour: An Extension on the "Single Source" Panel	p. 257
An Empirical Examination of Daily Stock Return Distributions for U.S. Stocks	p. 269
Stages, Gates, and Conflicts in New Product Development: A Classification Approach	p. 282
Analytical Lead Management in the Automotive Industry	p. 290
Die Nutzung von multivariaten statistischen Verfahren in der Praxis - Ein Erfahrungsbericht 20 Jahre danach	p. 300
Heuristic Bundling	p. 313
The Option of No-Purchase in the Empirical Description of Brand Choice Behaviour	p. 323
klaR Analyzing German Business Cycles	p. 335
Index	p. 345
Selected Publications of Wolfgang Gaul	p. 347
Table of Contents provided by Publisher. All Rights Reserved.

Studies in Classification, Data Analysis, and Knowledge Orga

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