Probe design optimization of HLA microarray: Data cleaning of probe signals from cDNA tiling microarray: Outlier detection, noise reduction, and identification of uninformative probes in HLA typing application.
Esma DilekTanya ZlatevaGuanglan ZhangLubomir T. ChitkushevJae Young LeeVladimir BrusicPublished in: BIBM Workshops (2011)
Keyphrases
- data warehouse
- microarray
- data cleaning
- noise reduction
- outlier detection
- microarray images
- data integration
- data quality
- high throughput
- gene expression
- microarray data
- gene expression data
- data mining
- high dimensionality
- fraud detection
- signal to noise ratio
- knowledge discovery
- edge detection
- text classification
- detection algorithm
- data streams
- nearest neighbor
- non stationary
- data processing
- data sets