Feature selection in multimedia: The state-of-the-art review.
Pui Yi LeeWei Ping LohJeng Feng ChinPublished in: Image Vis. Comput. (2017)
Keyphrases
- feature selection
- multimedia
- multimedia data
- mutual information
- multimedia databases
- digital libraries
- text categorization
- information gain
- high dimensionality
- video data
- classification models
- text classification
- multi class
- classification accuracy
- feature selection algorithms
- literature review
- multimedia information retrieval
- digital media
- discriminative features
- feature set
- dimensionality reduction
- multimedia systems
- feature space
- similarity measure
- data mining
- data sets
- irrelevant features
- redundant features
- multimedia objects
- small sample
- multimedia retrieval
- forward selection
- method for feature selection
- multimedia courseware
- selecting relevant features
- feature weighting
- digital video
- multimedia content
- microarray data
- gene expression data
- model selection
- mobile devices
- high dimensional
- feature extraction
- high level
- case study
- databases