9 citations · 9 across the 1 of their papers we have counts for
3 papers
cs.LG2025
Feature Subset Weighting for Distance-based Supervised Learning through Choquet Integration
Adnan Theerens, Yvan Saeys, Chris Cornelis
This paper introduces feature subset weighting using monotone measures for distance-based supervised learning. The Choquet integral is used to define a distance metric that incorpo…
cs.LG2024
Fuzzy Rough Choquet Distances for Classification
Adnan Theerens, Chris Cornelis
This paper introduces a novel Choquet distance using fuzzy rough set based measures. The proposed distance measure combines the attribute information received from fuzzy rough set…
cs.AI2023★ 9 cited
On the Granular Representation of Fuzzy Quantifier-Based Fuzzy Rough Sets
Adnan Theerens, Chris Cornelis
Rough set theory is a well-known mathematical framework that can deal with inconsistent data by providing lower and upper approximations of concepts. A prominent property of these…