Towards high dimensional instance selection: An evolutionary approach.
Chih-Fong TsaiZong-Yao ChenPublished in: Decis. Support Syst. (2014)
Keyphrases
- instance selection
- high dimensional
- nearest neighbor
- class imbalanced
- feature and instance selection
- text classification
- data reduction
- classification accuracy
- multi class
- multiple instance learning
- dimensionality reduction
- semi supervised learning
- knowledge discovery and data mining
- high dimensional data
- high dimensionality
- data points
- supervised learning
- evaluation criteria
- variable selection
- feature space
- databases
- multi modal
- concept drift
- low dimensional
- feature selection
- knn
- knowledge discovery
- neural network
- unlabeled data
- labeled data
- model selection
- training process
- prior knowledge