2 papers
cs.CV2024
On selection of centroids of fuzzy clusters for color classification
Dae-Won Kim, Kwang H. Lee
A novel initialization method in the fuzzy c-means (FCM) algorithm is proposed for the color clustering problem. Given a set of color points, the proposed initialization extracts d…
cs.AI2024
A new validity measure for fuzzy c-means clustering
Dae-Won Kim, Kwang H. Lee
A new cluster validity index is proposed for fuzzy clusters obtained from fuzzy c-means algorithm. The proposed validity index exploits inter-cluster proximity between fuzzy cluste…