Fuzzy k-NN classification with weights modified by most informative neighbors of nearest neighbors.
Nilgun Guler BayazitUlug BayazitPublished in: J. Intell. Fuzzy Syst. (2019)
Keyphrases
- nearest neighbor
- knn
- k nearest neighbor
- k nearest neighbour
- classification algorithm
- support vector machine svm
- k nearest
- nearest neighbor algorithm
- nearest neighbour
- text classification
- training set
- decision boundary
- text categorization
- support vector machine
- high dimensional data
- feature selection
- distance function
- fuzzy k nearest neighbor
- nearest neighbor search
- nearest neighborhood
- document classification
- index structure
- web document classification
- feature space
- training samples
- support vector
- similarity search
- learning vector quantization
- classification accuracy
- voting methods
- decision rules
- fuzzy rules
- data points
- learning algorithm