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October 14, 2026
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?

What Can Pareto Optimality Do for Clustering?

.
Makhalova T.

Cluster assessment remains one of the most actual problems in data mining. In this paper, a new approach to the selection of clusters based on a combination of measures of cluster quality is proposed. The new approach incorporates easily expert understanding of “interestingness” of clusters and does not require pre-defined parameters and thresholds. The subset of selected clusters is small and can be analyzed easily by experts.

Language: English
Keywords: Formal Concept AnalysisInterestingness measurescluster assessment

In book

Искусственный интеллект в решении актуальных социальных и экономических проблем ххi века: сборник статей Всероссийской научно-практической конференции (14-18 мая 2018 г, г. Пермь)
ПГНИУ, 2018.
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