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P. Woloszyn

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5th International Multidisciplinary Scientific Conference on Social Sciences and Arts SGEM 2018
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CLUSTERING METHOD BASED ON ITERATIVE NODES PAIRING IN A DELAUNAY TRIANGULATION NET AND ITS APPLICATION FOR BUSINESS DATA ANALYSIS

(STEF92 Technology, 2018, Janusz Morajda, P. Woloszyn)

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Clustering techniques are frequently applied in business and economy, for example in customer classification, enterprise grouping and in other economic data analysis. This paper presents a new clustering method, based on Delaunay triangulation and iterative aggregation of points distributed in the feature space. In the first part of the article we propose a clustering algorithm that utilises this concept. The algorithm iteratively connects specially selected pairs of nodes in the triangulation mesh and leads to sy...

SOCIAL SCIENCES: Section Business and Management2018
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