Balanced seed selection for K-means clustering with determinantal point process

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Namita Bajpai, Jiaul H. Paik, Sudeshna Sarkar

Published: 2025, Last Modified: 21 Apr 2026Pattern Recognit. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel seed selection method for K-means clustering is proposed.•The stochastic point process is employed to improve seed selection.•Diversity and quality are introduced as potential seed selection criteria.