ADPDF: A Hybrid Attribute Discrimination Method for Psychometric Data With Fuzziness.
Xi XiongShaojie QiaoYuanyuan LiHaiqing ZhangPing HuangNan HanRong-Hua LiPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2019)
Keyphrases
- synthetic data
- data sets
- training data
- prior knowledge
- significant improvement
- high accuracy
- input data
- test data
- statistical methods
- noisy data
- prior information
- missing data
- information loss
- data distribution
- correlation analysis
- database
- fuzzy membership functions
- high quality
- preprocessing
- data analysis
- data mining
- raw data
- segmentation method
- cost function
- data collection
- pairwise
- knowledge discovery
- data streams
- data processing
- original data
- video sequences
- classification accuracy
- similarity measure
- user input
- feature selection
- feature set