Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation.
Hakan AltinçayPublished in: Appl. Soft Comput. (2007)
Keyphrases
- multi modal
- k nearest neighbor
- knn
- knn classifier
- classification algorithm
- k nearest neighbour
- classifier ensemble
- classification method
- nearest neighbor
- nearest neighbor algorithm
- majority voting
- feature selection
- nearest neighbour
- support vector machine
- text categorization
- binary classification tasks
- training data
- knn algorithm
- training set
- class probability estimation
- multi modality
- support vector machine svm
- naive bayes
- support vector
- cross modal
- hierarchical document clustering
- neural network
- decision trees
- image annotation
- high dimensional
- machine learning algorithms
- distance function
- bootstrap sampling
- video search
- ensemble classifier
- graph construction
- feature reduction
- class labels
- uni modal
- training samples
- semi supervised