A Method for Detecting Breakpoints in Array CGH data.
Eva BudinskaEva GelnarovaPublished in: EnviroInfo (2005)
Keyphrases
- synthetic data
- test data
- input data
- noisy data
- high accuracy
- training data
- detection method
- missing values
- prior knowledge
- data sets
- knowledge discovery
- data collection
- data sources
- computational cost
- data quality
- database
- spatial data
- data distribution
- statistical methods
- prior information
- statistical analysis
- information loss
- numerical data
- data processing
- correlation analysis
- support vector machine
- feature extraction
- high quality
- objective function
- data structure
- preprocessing
- pairwise
- cost function
- image data
- data mining techniques
- high dimensional data
- significant improvement
- training samples
- data analysis
- computational complexity
- end users
- original data
- classification accuracy
- similarity measure
- learning algorithm
- genetic algorithm