Conference
Open access
2026
A Lightweight Deterministic Initialization Method for K-Means Clustering
The proposed method uses the L2 norm to directly map each multi-dimensional data point into a one-dimensional scalar value, which serves as a sorting criterion and is stored in a dictionary data structure to deterministically extract initial centroids.
Hung-Ha Dong, Thanh Hien Lam
· E3S Web of Conferences · 0 citations