NTSHMDA: Prediction of Human Microbe-Disease Association Based on Random Walk by Integrating Network Topological Similarity.
Jiawei LuoYahui LongPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- random walk
- link prediction
- directed graph
- proximity measures
- markov chain
- transition probabilities
- markov random walk
- average degree
- complex diseases
- network structure
- graph laplacian
- network size
- social network analysis
- distance function
- spectral methods
- similarity measure
- clustering algorithm
- transition probability matrix
- community structure
- web graph
- learning algorithm