Detection of genetic relatedness between viral samples using EM-based clustering of next-generation sequencing data.
Pavel SkumsAlexander ArtyomenkoOlga GlebovaAlex ZelikovskyDavid S. CampoZoya DimitrovaYuri KhudyakovPublished in: ICCABS (2014)
Keyphrases
- data sets
- data analysis
- data collection
- data points
- k means
- active learning
- probabilistic model
- data samples
- database
- data objects
- anomaly detection
- data sources
- knowledge discovery
- data acquisition
- gene expression profiles
- original data
- outlier detection
- microarray
- unsupervised learning
- em algorithm
- dimensionality reduction
- genetic algorithm