Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise.
Sergio GonzálezSalvador GarcíaSheng-Tun LiRobert I. JohnFrancisco HerreraPublished in: CoRR (2020)
Keyphrases
- monotonicity constraints
- k nearest neighbor
- knn
- ordinal classification
- nearest neighbor
- logic programs
- knn classifier
- fuzzy rules
- nearest neighbor algorithm
- neural network
- support vector machine
- equality constraints
- bayes error
- distance function
- artificial neural networks
- feature selection
- data mining
- evolutionary algorithm
- feature space
- k nearest
- data sets
- learning under monotonicity constraints