Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data.
Chunming LiuLongbing CaoPhilip S. YuPublished in: IJCNN (2014)
Keyphrases
- k nearest neighbor
- categorical data
- knn
- knn algorithm
- classification method
- classification algorithm
- nearest neighbor
- knn classifier
- support vector machine
- nearest neighbor algorithm
- cluster analysis
- k nearest neighbour
- nearest neighbour
- parameter free
- correspondence analysis
- nearest neighbor rule
- distance measurement
- knn classification
- text classification
- k nearest
- support vector
- numerical data
- feature selection
- training set
- pattern classification
- feature extraction
- decision trees
- pattern recognition
- class probability estimation
- hierarchical latent class models
- machine learning
- supervised learning
- multi class
- databases
- attribute values
- class labels
- distance function
- similarity search
- unsupervised learning