A method for discovering data patterns through constructing feature networks.
Xiaomeng LiChengli ZhaoQiangjuan HuangXiaojie WangDongyun YiPublished in: ICNC-FSKD (2017)
Keyphrases
- synthetic data
- input data
- prior knowledge
- data sets
- noisy data
- prior information
- training samples
- data structure
- data analysis
- test data
- missing data
- clustering method
- missing values
- network structure
- pattern mining
- preprocessing
- statistical methods
- segmentation method
- spatial features
- training data
- high dimensional data
- data mining techniques
- support vector machine
- significant improvement
- pairwise
- social network analysis
- dimensionality reduction
- principal component analysis
- knowledge discovery
- feature subset
- information loss
- objective function
- extracted knowledge
- stock data