Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise

Sergio González, Salvador García, Sheng-Tun Li +2

This paper proposes a new model based on Fuzzy k-Nearest Neighbors for classification with monotonic constraints, Monotonic Fuzzy k-NN (MonFkNN). Real-life data-sets often do not c…