Inferring Time-Delayed Gene Regulatory Networks Using Cross-Correlation and Sparse Regression.
Piyushkumar A. MundraJie ZhengMahesan NiranjanRoy E. WelschJagath C. RajapaksePublished in: ISBRA (2013)
Keyphrases
- gene regulatory networks
- cross correlation
- sparse regression
- feature selection and classification
- reverse engineering
- network model
- gene expression data
- template matching
- frequency domain
- mutual information
- linear regression
- bayesian inference
- biological data
- dynamic bayesian networks
- structure learning
- feature selection
- high dimensionality
- neural network
- image processing
- machine learning
- matching algorithm
- software engineering
- probabilistic model
- learning algorithm
- data mining