Competence Enhancement for Nearest Neighbor Classification Rule by Ranking-Based Instance Selection.
Cristiano de Santana PereiraGeorge D. C. CavalcantiPublished in: ICTAI (2012)
Keyphrases
- nearest neighbor
- instance selection
- classification rules
- k nearest neighbor
- feature and instance selection
- knn
- data reduction
- high dimensional data
- training set
- high dimensional
- data points
- ranking functions
- image processing
- information retrieval
- association rules
- concept lattice
- decision trees
- classification algorithm
- data analysis
- genetic programming
- preprocessing
- databases
- knowledge discovery