Simplex Based Vector Mapping for Categorical Attributes Clustering

Proceedings of the 2018 International Conference on Computational Intelligence and Intelligent Systems, pp. 56-60, 2018.

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Keywords:
Categorical Attributes Clustering Simplex Theory Vector Mapping

Abstract:

When clustering unlabeled data, categorical attributes are usually treated differently from numerical attributes because of their unique characteristics, which introduces difficulties in clustering data with both types of attributes. In this paper, we propose a strategy to map categorical attributes to high dimensional vectors based on th...More

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