Identifying the essential nodes in network pharmacology based on multilayer network combined with random walk algorithm.
Xianlai ChenMingyue XuYing AnPublished in: J. Biomed. Informatics (2021)
Keyphrases
- random walk
- network structure
- path length
- link prediction
- directed graph
- transition probability matrix
- dynamic programming
- learning algorithm
- k means
- graph structure
- peer to peer
- multi db
- hyper graph
- markov chain
- pagerank algorithm
- stationary distribution
- network size
- spectral methods
- np hard
- wireless sensor networks
- random walker
- distance metric
- search space