OSFSMI: Online stream feature selection method based on mutual information.
Maryam RahmaniniaParham MoradiPublished in: Appl. Soft Comput. (2018)
Keyphrases
- mutual information
- feature selection
- similarity measure
- detection method
- mutual information maximization
- feature selection algorithms
- segmentation method
- preprocessing
- pairwise
- experimental evaluation
- neural network
- conditional mutual information
- unsupervised learning
- data streams
- real time
- dynamic programming
- high accuracy
- cost function
- text classification
- online learning
- model selection
- significant improvement
- image registration
- feature extraction
- classification method
- high precision
- optimization method
- feature subset
- image sequences
- image processing
- multi class