Mixed-type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning

Jesse S. Ghashti, John R. J. Thompson

Distance-based clustering and classification are widely used in various fields to group mixed numeric and categorical data. In many algorithms, a predefined distance measurement is…