Cluster Analysis

Fillmore and his collaborators have developed novel methodologies to improve the evaluation of spatial data clustering. By introducing CDistance, a metric that integrates membership assignments with spatial geometry, he addressed the limitations of traditional partitional methods that ignore the physical layout of data. This framework allows for the rigorous comparison of clusterings across disparate datasets and varying cluster counts.