A new summarization method for affymetrix probe level data.
Sepp HochreiterDjork-Arné ClevertKlaus ObermayerPublished in: Bioinform. (2006)
Keyphrases
- synthetic data
- data sets
- test data
- database
- input data
- data collection
- training data
- data analysis
- prior knowledge
- preprocessing
- data structure
- statistical methods
- objective function
- high throughput
- similarity measure
- unsupervised learning
- missing values
- missing data
- statistical significance
- extracted features
- machine learning methods
- gene expression
- clustering method
- support vector machine svm
- data processing
- data mining techniques
- pairwise