Probabilistic alignment leads to improved accuracy and read coverage for bisulfite sequencing data.
Changjin HongNathan L. ClementSpencer ClementSaher Sue HammoudDouglas T. CarrellBradley R. CairnsQuinn SnellMark J. ClementWilliam Evan JohnsonPublished in: BMC Bioinform. (2013)
Keyphrases
- improved accuracy
- data sets
- data analysis
- database
- small number
- uncertain data
- data structure
- data collection
- high quality
- data quality
- synthetic data
- data points
- data mining techniques
- data distribution
- statistical analysis
- computer systems
- data processing
- data sources
- training data
- neural network
- databases
- data warehouse
- prior knowledge
- noisy data
- bayesian networks
- complex data