2 papers
stat.ME2026
Spectrally Tuned Bandwidth Selection for Kernel Fuzzy Relational Clustering
Efthymios Costa, John R. J. Thompson
Fuzzy clustering is used to identify overlapping geometric cluster structures through partial memberships. However, classical methods are limited by the assumption of equal variabl…
cs.LG2024
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…