Efficient $$k$$ k -NN classification based on homogeneous clusters.
Stefanos OugiaroglouGeorgios EvangelidisPublished in: Artif. Intell. Rev. (2014)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- support vector machine svm
- text classification
- nearest neighbor
- web document classification
- support vector machine
- nearest neighbour
- text categorization
- similarity search
- distance function
- feature selection
- neural network
- pattern classification
- range queries
- k nearest
- nearest neighbor algorithm
- bayesian network classifiers
- document classification
- classification accuracy
- clustering algorithm
- data sets
- similarity measure
- machine learning
- support vector
- training set
- radial basis function
- decision trees
- information gain
- graph construction
- supervised learning
- feature vectors