2 papers
cs.LG2025
A unified weighting framework for evaluating nearest neighbour classification
Oliver Urs Lenz, Henri Bollaert, Chris Cornelis
We present the first comprehensive and large-scale evaluation of classical (NN), fuzzy (FNN) and fuzzy rough (FRNN) nearest neighbour classification. We standardise existing propos…
cs.AI2025
Optimising the attribute order in Fuzzy Rough Rule Induction
Henri Bollaert, Chris Cornelis, Marko PalangetiÄ +2
Interpretability is the next pivotal frontier in machine learning research. In the pursuit of glass box models - as opposed to black box models, like random forests or neural netwo…