A hybrid information maximisation (HIM) algorithm for optimal feature selection from multi-channel data.
Ahmed Al-AniMohamed A. DerichePublished in: ICASSP (2000)
Keyphrases
- input data
- dynamic programming
- prior information
- learning algorithm
- multi channel
- data sets
- information loss
- feature subset
- feature selection
- optimal solution
- data analysis
- prior knowledge
- worst case
- irrelevant features
- synthetic and real images
- extracted features
- feature selection algorithms
- selecting relevant features
- k means
- training data
- high dimensional data
- data management
- data sources
- mobile devices
- single channel