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...