A probabilistic method to detect regulatory modules.
Saurabh SinhaErik van NimwegenEric D. SiggiaPublished in: ISMB (Supplement of Bioinformatics) (2003)
Keyphrases
- detection method
- detection algorithm
- significant improvement
- high accuracy
- cost function
- objective function
- computationally efficient
- probabilistic model
- evaluation method
- fully automatic
- high precision
- experimental evaluation
- mutual information
- pairwise
- theoretical analysis
- main contribution
- optimization algorithm
- similarity measure
- neural network
- computational cost
- image processing
- feature extraction
- matching algorithm
- synthetic data
- clustering method
- bayesian networks
- support vector machine svm
- prior knowledge
- knn
- classification accuracy