Data reduction for classification with ant colony algorithms.
Khalid M. SalamaAshraf M. AbdelbarIsmail M. AnwarPublished in: Intell. Data Anal. (2016)
Keyphrases
- data reduction
- ant colony
- classification accuracy
- classification algorithm
- classification rules
- instance selection
- data compression
- representative subset
- feature selection
- model selection
- optimisation algorithm
- knowledge discovery
- data mining
- preprocessing
- ant colony optimization
- rough set theory
- data sets
- learning algorithm
- data analysis
- high dimensionality
- knn
- text classification
- naive bayes
- fuzzy logic
- nearest neighbor
- singular value decomposition
- optimization problems
- computational complexity
- ant colony algorithm
- dimensionality reduction
- information retrieval
- machine learning
- supervised learning