A probe-density-based analysis method for array CGH data: simulation, normalization and centralization.
Hung-I Harry ChenFang-Han HsuYuan JiangMong-Hsun TsaiPan-Chyr YangPaul S. MeltzerEric Y. ChuangYidong ChenPublished in: Bioinform. (2008)
Keyphrases
- synthetic data
- data sets
- input data
- prior knowledge
- statistical analysis
- preprocessing
- data analysis
- correlation analysis
- clustering method
- test data
- prior information
- original data
- missing data
- data collection
- data sources
- data acquisition
- mathematical model
- support vector machine
- similarity measure
- high dimensional data
- detection method
- raw data
- missing values
- noisy data
- neural network
- normalization method
- high accuracy
- image data
- knowledge discovery
- significant improvement
- training samples
- xml documents
- pairwise
- training data
- data structure
- contingency tables
- high quality
- information loss
- data quality
- training set
- spectral clustering
- statistical methods
- probability distribution
- segmentation method
- database