Feature Selection: An Ever Evolving Frontier in Data Mining.
Huan LiuHiroshi MotodaRudy SetionoZheng ZhaoPublished in: FSDM (2010)
Keyphrases
- data mining
- feature selection
- data preprocessing
- text categorization
- knowledge discovery
- machine learning
- text classification
- mutual information
- meta learning
- feature extraction
- data pre processing
- data preparation
- data mining methods
- association rule mining
- previously unknown
- data mining applications
- feature selection algorithms
- data mining techniques
- classification accuracy
- feature space
- data analysis
- support vector
- information retrieval
- homeland security
- irrelevant features
- data mining process
- intrusion detection
- classification models
- outlier detection
- business intelligence
- decision support
- dimensionality reduction
- rough sets
- text mining
- multi class
- discriminative features
- data mining problems
- genetic algorithm
- selecting relevant features