BiC2PAM: constraint-guided biclustering for biological data analysis with domain knowledge.
Rui HenriquesSara C. MadeiraPublished in: Algorithms Mol. Biol. (2016)
Keyphrases
- domain knowledge
- data analysis
- biological data
- life sciences
- microarray data
- gene expression data analysis
- maximum likelihood
- molecular biology
- model selection
- background knowledge
- prior knowledge
- data processing
- domain experts
- gene expression data
- biological systems
- linear constraints
- bayesian information criterion
- machine learning
- data mining
- data collection
- business intelligence
- biclustering algorithms
- domain theory
- knowledge discovery
- rough sets
- pattern discovery
- big data
- negative matrix factorization
- feature space
- training data
- feature selection
- knowledge sources
- microarray data analysis
- sample size
- model selection criteria