Classification of incomplete data based on belief functions and K-nearest neighbors.
Zhunga LiuYong LiuJean DezertQuan PanPublished in: Knowl. Based Syst. (2015)
Keyphrases
- k nearest neighbor
- incomplete data
- belief functions
- knn
- classification algorithm
- nearest neighbor
- knn classifier
- support vector machine
- k nearest neighbour
- nearest neighbour
- nearest neighbor algorithm
- text classification
- nearest neighbor rule
- incomplete data sets
- knn classification
- dempster shafer theory
- multiple imputation
- dempster shafer
- missing data
- feature selection
- pattern recognition
- distance function
- bayesian networks
- support vector
- missing values
- decision trees
- training set
- cost sensitive
- neural network
- classification accuracy
- k nearest
- binary classification tasks
- feature extraction
- em algorithm
- classification models
- imputation methods
- multi class
- class labels
- markov tree