Nearest Neighbor Method Based on Local Distribution for Classification.
Chengsheng MaoBin HuPhilip MooreYun SuManman WangPublished in: PAKDD (1) (2015)
Keyphrases
- support vector machine svm
- classification method
- pattern classification
- nearest neighbor
- classification accuracy
- preprocessing
- detection method
- classification scheme
- decision rules
- high accuracy
- computational complexity
- feature extraction
- k nearest neighbor
- feature set
- pairwise
- cross validation
- segmentation method
- nearest neighbor rule
- data sets
- similarity measure
- classification process
- support vector machine
- significant improvement
- feature vectors
- classification rules
- machine learning methods
- training phase
- nearest neighbor classifier
- benchmark data sets
- image classification
- classification algorithm
- unsupervised learning
- em algorithm
- text classification
- probability distribution
- cost function
- active learning
- support vector
- video sequences
- image segmentation
- decision trees