K-Means Algorithm, Influenza Transmission, Cluster Analysis, Urban Characteristics Share and Cite: Ye, S. (2025) Application of the K-Means Algorithm in the Study of Influenza Transmission Patterns.

As my goal here is to illustrate radial symmetry–based tracking and compare its performance to high-accuracy Gaussian fitting, I do not examine modifications to centroid algorithms. 4.