2 papers
cs.LG2020
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…
math.OC2015
Evaluating decision making units under uncertainty using fuzzy multi-objective nonlinear programming
M. Zerafat Angiz L., M. K. M. Nawawi, R. Khalid +4
This paper proposes a new method to evaluate Decision Making Units (DMUs) under uncertainty using fuzzy Data Envelopment Analysis (DEA). In the proposed multi-objective nonlinear p…