A novel and powerful hybrid classifier method: Development and testing of heuristic k-nn algorithm with fuzzy distance metric.
Hamdi Tolga KahramanPublished in: Data Knowl. Eng. (2016)
Keyphrases
- distance metric
- knn
- distance function
- nearest neighbor algorithm
- classification algorithm
- nearest neighbour
- k nearest neighbor
- linear transformation
- nearest neighbor
- knn classification
- k nearest neighbour
- k means
- support vector machine svm
- nearest neighborhood
- input data
- clustering method
- support vector machine
- mixed data
- euclidean distance
- metric learning
- similarity measure
- data points
- distance metric learning
- graph construction
- distance measure
- text categorization
- k nearest
- pairwise
- feature set
- similarity search
- learned metric
- learning algorithm
- data sets
- extracted features
- kernel methods
- clustering algorithm
- fuzzy k nearest neighbor