Data Analysis and Decision Support Book

	Optimization in symbolic data analysis : dissimilarities, class centers, and clustering	3
	An efficient branch and bound procedure for restricted principal components analysis	11
	A tree structured classifier for symbolic class description	21
	A diversity measure for tree-based classifier ensembles	30
	Repeated confidence intervals in self-organizing studies	39
	Fuzzy and crisp Mahalanobis fixed point clusters	47
	Interpretation aids for multilayer perceptron neural nets	57
	An unfolding scaling model for aggregated preferential choice data	65
	Model-based clustering - discussion on some approaches	73
	Three-way multidimensional scaling : formal properties and relationships between scaling methods	82
	Empirical approach as a scientific framework for data analysis	91
	Asymmetric multidimensional scaling of relationships among managers of a firm	100
	Aggregation of ordinal judgements based on Condorcet's majority rule	108
	ANOVA models with generalized inverses	113
	Patterns in search queries	122
	Performance drivers for depth-first frequent pattern mining	130
	On the performance of algorithms for two-mode hierarchical cluster analysis - results from a Monte Carlo simulation study	141
	Clustering including dimensionality reduction	149
	The number of clusters in market segmentation	157
	On variability of optimal policies in Markov decision processes	177
	Linking quality function deployment and conjoint analysis for new product design	189
	Financial management in an international company : an OR-based approach for a logistics service provider	199
	Development of a long-term strategy for the Moscow urban transport system	204
	The importance of E-commerce in China and Russia - an empirical comparison	212
	Analyzing trading behavior in transaction data of electronic election markets	222
	Critical success factors for data mining projects	231
	Equity analysis by functional approach	241
	A multidimensional approach to country of origin effects in the automobile market	249
	Loyalty programs and their impact on repeat purchase behaviour : an extension on the "single source" panel BehaviorScan	257
	An empirical examination of daily stock return distributions for U.S. stocks	269
	Stages, gates, and conflicts in new product development : a classification approach	282
	Analytical lead management in the automotive industry	290
	Die Nutzung von multivariaten statistischen Verfahren in der praxis - Ein Erfahrungsbericht 20 Jahre danach	300
	Heuristic bundling	313
	The option of no-purchase in the empirical description of brand choice behaviour	323
	klaR analyzing German business cycles	335
	Selected publications of Wolfgang Gaul	347