Classification on nonlinear mapping of reducts based on nearest neighbor relation.
Naohiro IshiiIppei ToriiNaoto MukaiKazunori IwataToyoshiro NakashimaPublished in: ICIS (2015)
Keyphrases
- nearest neighbor
- decision rules
- pattern recognition
- classification rules
- training set
- classification accuracy
- knn
- nearest neighbor classifier
- automatic classification
- preprocessing
- nearest neighbor algorithm
- support vector
- pattern classification
- decision boundary
- classification algorithm
- feature space
- unsupervised learning
- high dimensional
- feature extraction
- high dimensional data
- cost sensitive
- greedy algorithm
- decision trees
- classification method
- distance function
- support vector machine svm
- k nearest neighbor
- classification systems
- nearest neighborhood
- nearest neighbor classification
- data sets
- classification scheme
- benchmark datasets
- model selection
- rough sets
- semi supervised
- support vector machine
- feature selection