An exploratory data analysis method to reveal modular latent structures in high-throughput data.
Tianwei YuPublished in: BMC Bioinform. (2010)
Keyphrases
- data analysis
- synthetic data
- preprocessing
- detection method
- experimental evaluation
- segmentation method
- fully automatic
- detection algorithm
- clustering method
- cost function
- prior knowledge
- tree structure
- similarity measure
- high precision
- high accuracy
- data collection
- input data
- computational cost
- significant improvement
- pairwise
- objective function
- decision trees
- mutual information
- genetic algorithm
- theoretical analysis
- knn
- classification accuracy
- matching algorithm
- classification method
- image processing