Integrating random walk and binary regression to identify novel miRNA-disease association.
Ya-Wei NiuGuanghui WangGui-Ying YanXing ChenPublished in: BMC Bioinform. (2019)
Keyphrases
- random walk
- gene expression
- computational methods
- gene function
- markov chain
- gene sets
- secondary structure
- link prediction
- genome wide
- binding sites
- gene ontology
- markov random walk
- transition probability matrix
- gene regulation
- regulatory networks
- transition probabilities
- search engine
- constraint satisfaction problems
- pairwise
- support vector
- differentially expressed genes
- machine learning