Agent-Based Data Reduction Using Ensemble Technique.
Ireneusz CzarnowskiPiotr JedrzejowiczPublished in: ICCCI (2013)
Keyphrases
- data reduction
- data compression
- feature selection
- data analysis
- instance selection
- model selection
- knowledge discovery
- preprocessing
- classification accuracy
- training data
- classification rules
- data mining
- singular value decomposition
- neural network
- learning algorithm
- high dimensionality
- machine learning
- representative subset
- rough set theory
- database
- artificial intelligence
- rough sets
- knn
- active learning
- data quality
- clustering algorithm
- real world
- databases