Noisy data elimination using mutual k-nearest neighbor for classification mining.
Huawen LiuShichao ZhangPublished in: J. Syst. Softw. (2012)
Keyphrases
- k nearest neighbor
- noisy data
- knn
- classification method
- web document classification
- classification algorithm
- support vector machine svm
- support vector machine
- knn algorithm
- knn classifier
- k nearest neighbour
- nearest neighbor
- text classification
- nearest neighbor rule
- nearest neighbour
- text categorization
- feature selection
- high dimensionality
- pattern recognition
- knn classification
- high dimensional
- training set
- nearest neighbor algorithm
- missing values
- support vector
- pattern classification
- hierarchical document clustering
- neural network
- data mining
- distance function
- machine learning
- decision trees
- classification accuracy
- feature extraction
- missing data
- class probability estimation
- training data
- feature reduction
- query processing
- multi class
- range queries
- association rules
- feature space
- feature vectors
- image processing
- supervised learning
- class labels