Immune-inspired incremental feature selection technology to data streams.
Xun YueHongwei MoZhong-Xian ChiPublished in: Appl. Soft Comput. (2008)
Keyphrases
- data streams
- feature selection
- sliding window
- machine learning
- case study
- mutual information
- text categorization
- classification accuracy
- incremental learning
- cost effective
- data mining
- stream data
- personal computer
- data processing
- text classification
- data sets
- feature extraction
- sensor networks
- multi class
- feature set
- feature space
- information gain
- incremental version
- key technologies
- concept drift
- e learning
- decision trees
- microarray data
- high dimensionality
- support vector
- model selection
- support vector machine