Data Analysis and Decision Support D Baier et al

Optimization in Symbolic Data Analysis: Dissimilarities, Class Centers, and Clustering....Pages 3-10
An Efficient Branch and Bound Procedure for Restricted Principal Components Analysis....Pages 11-20
A Tree Structured Classifier for Symbolic Class Description....Pages 21-29
A Diversity Measure for Tree-Based Classifier Ensembles....Pages 30-38
Repeated Confidence Intervals in Self-Organizing Studies....Pages 39-46
Fuzzy and Crisp Mahalanobis Fixed Point Clusters....Pages 47-56
Interpretation Aids for Multilayer Perceptron Neural Nets....Pages 57-64
An Unfolding Scaling Model for Aggregated Preferential Choice Data....Pages 65-72
Model-Based Clustering — Discussion on Some Approaches....Pages 73-81
Three-Way Multidimensional Scaling: Formal Properties and Relationships Between Scaling Methods....Pages 82-90
Empirical Approach as a Scientific Framework for Data Analysis....Pages 91-99
Asymmetric Multidimensional Scaling of Relationships Among Managers of a Firm....Pages 100-107
Aggregation of Ordinal Judgements Based on Condorcet’s Majority Rule....Pages 108-112
ANOVA Models with Generalized Inverses....Pages 113-121
Patterns in Search Queries....Pages 122-129
Performance Drivers for Depth-First Frequent Pattern Mining....Pages 130-140
On the Performance of Algorithms for Two-Mode Hierarchical Cluster Analysis — Results from a Monte Carlo Simulation Study....Pages 141-148
Clustering Including Dimensionality Reduction....Pages 149-156
The Number of Clusters in Market Segmentation....Pages 157-176
On Variability of Optimal Policies in Markov Decision Processes....Pages 177-185
Linking Quality Function Deployment and Conjoint Analysis for New Product Design....Pages 189-198
Financial Management in an International Company: An OR-Based Approach for a Logistics Service Provider....Pages 199-203
Development of a Long-Term Strategy for the Moscow Urban Transport System....Pages 204-211
The Importance of E-Commerce in China and Russia — An Empirical Comparison....Pages 212-221
Analyzing Trading Behavior in Transaction Data of Electronic Election Markets....Pages 222-230
Critical Success Factors for Data Mining Projects....Pages 231-240
Equity Analysis by Functional Approach....Pages 241-248
A Multidimensional Approach to Country of Origin Effects in the Automobile Market....Pages 249-256
Loyalty Programs and Their Impact on Repeat Purchase Behaviour: An Extension on the “Single Source” Panel BehaviorScan ....Pages 257-268
An Empirical Examination of Daily Stock Return Distributions for U.S. Stocks....Pages 269-281
Stages, Gates, and Conflicts in New Product Development: A Classification Approach....Pages 282-289
Analytical Lead Management in the Automotive Industry....Pages 290-299
Die Nutzung von multivariaten statistischen Verfahren in der Praxis - Ein Erfahrungsbericht 20 Jahre danach....Pages 300-312
Heuristic Bundling....Pages 313-322
The Option of No-Purchase in the Empirical Description of Brand Choice Behaviour....Pages 323-334
klaR Analyzing German Business Cycles....Pages 335-343