SLALOM, a flexible method for the identification and statistical analysis of overlapping continuous sequence elements in sequence- and time-series data.
Roman PrytuliakFriedhelm PfeifferBianca HabermannPublished in: BMC Bioinform. (2018)
Keyphrases
- statistical analysis
- clustering method
- classification method
- significant improvement
- high precision
- experimental evaluation
- high accuracy
- optimization method
- input data
- fully automatic
- computational cost
- statistical methods
- preprocessing
- computational complexity
- fixed length
- highly efficient
- tree structure
- clustering algorithm
- synthetic data
- detection algorithm
- level set
- feature set
- edge detection
- support vector machine
- cost function
- prior knowledge
- bayesian networks