Ranking-based instance selection for pattern classification.
George D. C. CavalcantiRodolfo J. O. SoaresPublished in: Expert Syst. Appl. (2020)
Keyphrases
- pattern classification
- instance selection
- nearest neighbor
- feature and instance selection
- data reduction
- text classification
- ranking algorithm
- semi supervised learning
- feature extraction
- multiple instance learning
- multi class
- supervised learning
- knowledge discovery and data mining
- classification accuracy
- pattern recognition
- neural network
- ranking functions
- feature selection
- decision boundary
- concept drift
- data mining
- unlabeled data
- fuzzy logic
- support vector machine
- evaluation criteria
- labeled data
- unsupervised learning
- rough sets
- training data