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Yongkang Ye

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Conference Jul 2026

KNN-maximum dispersion balanced K-means algorithm

Improved K-means method (MD-Kmeans) is proposed, which integrates K-nearest-neighbor– based density estimation with a maximum-dispersion strategy to ensure representative and well-distributed initial centers, and employs a balanced objective that jointly enhances intra-cluster compactness and inter-cluster separability...

Shaobo Deng, Yong-Kang Ye, Sujie Guan et al. · 0 citations

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