Evolutionary Model Selection and Parameter Estimation for Protein-Protein Interaction Network Based on Differential Evolution Algorithm.
Lei HuangLi LiaoCathy H. WuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2015)
Keyphrases
- parameter estimation
- model selection
- differential evolution algorithm
- protein protein interactions
- differential evolution
- evolutionary algorithm
- cross validation
- computational methods
- genetic algorithm
- control parameters
- high throughput
- hyperparameters
- high precision
- sample size
- biological data
- regression model
- statistical models
- feature selection
- machine learning
- posterior distribution
- parameter values
- gaussian process
- approximate inference
- structure learning
- traveling salesman problem
- multi objective
- optimization algorithm
- image processing
- likelihood function
- least squares