Ji Feng

Ordinal Selection Fuzzy Rough Sets: A Dominance Relation-Driven Feature-Instance Bidirectional Selection Method

Ordinal classification involves predicting labels with a natural ordering, yet the presence of feature redundancy and noisy instances can distort the ordinal relationships that fuzzy rough set models rely on. Most existing approaches tackle feature selection in isolation, overlooking how these two factors interact to d...