ISBN: 3540260072
TITLE: Data Analysis and Decision Support
AUTHOR: Baier et al.
TOC:

Part I. Data Analysis
Optimization in Symbolic Data Analysis: Dissimilarities, Class Centers, and Clustering 3
Hans-Hermann Bock
An Efficient Branch and Bound Procedure for Restricted Principal Components Analysis 11
Wayne S. DeSarbo, Robert E. Hausman
A Tree Structured Classifier for Symbolic Class Description 21
Edwin Diday, M. Mehdi Limam, Suzanne Winsberg
A Diversity Measure for Tree-Based Classifier Ensembles 30
Eugeniusz Gatnar
Repeated Confidence Intervals in Self-Organizing Studies 39
Joachim Hartung, Guido Knapp
Fuzzy and Crisp Mahalanobis Fixed Point Clusters 47
Christian Hennig
Interpretation Aids for Multilayer Perceptron Neural Nets 57
Harald Hruschka
An Unfolding Scaling Model for Aggregated Preferential Choice Data 65
Tadashi Imaizumi
Model-Based Clustering - Discussion on Some Approaches 73
Krzysztof Jajuga
Three-Way Multidimensional Scaling: Formal Properties and Relationships Between Scaling Methods 82
Sabine Krolak-Schwerdt
Empirical Approach as a Scientific Framework for Data Analysis 91
Shizuhiko Nishisato
Asymmetrie Multidimensional Scaling of Relationships Among Managers of a Firm 100
Akinori Okada, Tadashi Imaizumi, Hiroshi Inoue
Aggregation of Ordinal Judgements Based on Condorcet's Majority Rule 108
Otto Opitz, Henning Paul
ANOVA Models with Generalized Inverses 113
Wolfgang Polasek, Shuangzhe Liu
Patterns in Search Queries 122
Nadine Schmidt-Mnz, Martina Koch
Performance Drivers for Depth-First Frequent Pattern Mining 130
Lars Schmidt-Thieme, Martin Schader
On the Performance of Algorithms for Two-Mode Hierarchical Cluster Analysis - Results from a Monte Carlo Simulation Study 141
Manfred Schwaiger, Raimund Rix
Clustering Including Dimensionality Reduction 149
Maurizio Vichi
The Number of Clusters in Market Segmentation 157
Ralf Wagner, Sren W. Schulz, Reinhold Decker
On Variability of Optimal Policies in Markov Decision Processes177
Karl-Heinz Waldmann
Part II. Decision Support
Linking Quality Function Deployment and Conjoint Analysis for New Product Design 189
Daniel Baier, Michael Brusch
Financial Management in an International Company: An ORBased Approach for a Logistics Service Provider 199
Ingo Bckenholt, Herbert Geys
Development of a Long-Term Strategy for the Moscow Urban Transport System 204
Martin Both
The Importance of E-Commerce in China and Russia - An Empirical Comparison 212
Reinhold Decker, Antonia Hermelbracht, Frank Kroll
Analyzing Trading Behavior in Transaction Data of Electronic Election Markets 222
Markus Franke, Andreas Geyer-Schulz, Bettina Hoser
Critical Success Factors for Data Mining Projects 231
Andreas Hilbert
Equity Analysis by Functional Approach 241
Thomas Kmpke, Franz Josef Radermacher
A Multidimensional Approach to Country of Origin Effects in the Automobile Market 249
Michael Lffler, Ulrich Lutz
Loyalty Programs and Their Impact on Repeat Purchase Behaviour: An Extension on the "Single Source" Panel BehaviorScan 257
Lars Meyer- Waarden
An Empirical Examination of Daily Stock Return Distributions for U.S. Stocks 269
Svetlozar T. Rachev, Stoyan V. Stoyanov. Almira Biglova, Frank J. Fabozzi
Stages, Gates, and Conflicts in New Product Development: A Classification Approach 282
Alexandra Rese, Daniel Baier, Ralf Woll
Analytical Lead Management in the Automotive Industry 290
Frank Suberlich, Kevin Smith, Mark Yuhn
Die Nutzung von multivariaten statistischen Verfahren in der Praxis - Ein Erfahrungsbericht 20 Jahre danach 300
Karla Schiller
Heuristic Bundling 313
Bernd Stau, Volker Schlecht
The Option of No-Purchase in the Empirical Description of Brand Choice Behaviour 323
Udo Wagner, Heribert Reisinger
klaR Analyzing German Business Cycles 335
Claus Weihs, Uze Ligges, Karsten Luebke, Nils Raabe
Index 345
Selected Publications of Wolfgang Gaul 347
END
