Inferring Large-Scale Gene Regulatory Networks Using a Randomized Algorithm Based on Singular Value Decomposition.
Anjing FanHaitao WangHua XiangXiufen ZouPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2019)
Keyphrases
- singular value decomposition
- gene regulatory networks
- randomized algorithm
- gene expression data
- reverse engineering
- greedy algorithm
- network model
- singular values
- least squares
- lower bound
- biological data
- principal component analysis
- bayesian inference
- dynamic bayesian networks
- dimensionality reduction
- data sets
- structure learning
- support vector
- high dimensional
- gene expression
- reinforcement learning
- neural network