Nearest Neighbor Ensembles: An Effective Method for Difficult Problems in Streaming Classification with Emerging New Classes.
Xin-Qiang CaiPeng ZhaoKai-Ming TingXin MuYuan JiangPublished in: ICDM (2019)
Keyphrases
- classification method
- classification accuracy
- nearest neighbor
- difficult problems
- classification scheme
- support vector machine svm
- machine learning methods
- machine learning
- classification process
- pattern classification
- support vector machine
- pairwise
- decision trees
- model selection
- decision rules
- high dimensional
- high dimensional data
- cross validation
- preprocessing
- pattern recognition
- support vector
- benchmark data sets
- objective function
- neural network
- nearest neighbor classifier
- nearest neighborhood