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Titlebook: Advances in Data Analysis; Proceedings of the 3 Reinhold Decker,Hans -J. Lenz Conference proceedings 2007 Springer-Verlag Berlin Heidelberg

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Zur Philosophie der Menschenrechte,er of classifiers and divide the set into . disjoint subsets. Classifiers with similar outputs are in the same cluster and classifiers with different predicted class labels are assigned to different clusters. In the next step one member of each cluster is selected, e.g. the one that exhibits the min
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Introduction to the Notion of Symbolic Formesults obtained from different clusterings is generally recommended (ensemble clustering). The present study presents a simple and an optimized method for visualizing such results by drawing a two-dimensional color map that associates data with cluster memberships. The methodology is applicable to a
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Introduction to the Notion of Symbolic Formkage and the kernlab . package we explore the use of kernel methods for clustering (e.g., kernel .-means and spectral clustering) on a set of text documents, using string kernels. We compare these methods to a more traditional clustering technique like .-means on a bag of word representation of the
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Intra-caste Purity and Social Ostracization,n many application fields. Our work is motivated by a problem in quality control monitoring of water supplied for human consumption, where both the . and the . of each function are important for classification purposes.
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Introduction: Studying Caste Panchayats,d to other categories. In this paper, a clustering algorithm based on these principles is presented. It offers means to handle outliers, and a cluster repulsion effect avoiding overlapping areas between clusters. Moreover, it makes it possible to characterise the obtained clusters with prototypes, i
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