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Titlebook: Classification and Information Processing at the Turn of the Millennium; Proceedings of the 2 Reinhold Decker,Wolfgang Gaul Conference proc

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楼主: 浮华
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Relational Data Analysis, Discrimination and Classificationf-fit (discrimination) is given by the Between-to-Total sum of squares. Results are also compared with respect to classification, where the allocation is obtained by the use of Euclidean distances in low-dimensional space, which can be related to Bayes’ rule, giving a posteriori probabilities.
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On Pyramidal Classification in the Delimitation of Climatic Regions in Catalonia regions can be delimited. Each region can be characterized in terms of the same .-Weibull model in order to simulate daily precipitation in each region and any period of time. As an example we get several climatic regions in Catalonia.
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Regression-Type Models for Kohonen’s Self-Organizing Networkscal cluster analysis, we define an . by a (discrete or continuous) generalized clustering criterion (.) and propose SOM algorithms derived from .- means, MacQueen’s sequential approach, or from stochastic approximation. The resulting SOMs can be applied, e.g., in segmented credit scoring or for response surface approximation
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