Clustering Research Fall 2021

Author: Dinh Hoang

Mentor: Dr. Celebi

University of Central Arkansas

I. Basic k mean

Sample results

a. Original picture

b. Applied batch k mean with k = 2

c. Applied batch k mean with k = 3

d. Run time

k = 2 k = 3

II. Batch Neural Gas

Sample results

a. Original picture

b. Applied Batch Neural Gas with k = 2

c. Applied Batch Neural Gas with k = 3

d. Run time

k = 2

k = 3

III. Batch Kmean vs. Batch Neural Gas comparison