A model and cooperative co-evolution algorithm for identifying driver pathways based on the integrated data and PPI network.
Kai ZhuJingli WuGaoshi LiXiaorong ChenMichael Yourong LuoPublished in: Expert Syst. Appl. (2023)
Keyphrases
- input data
- cooperative
- mathematical model
- probabilistic model
- experimental data
- network structure
- theoretical analysis
- objective function
- data sets
- classification algorithm
- recognition algorithm
- noisy data
- cost function
- prior information
- prior knowledge
- bayesian framework
- em algorithm
- learned models
- parameter estimation
- learning algorithm
- network model
- data points
- k means
- tree structure
- statistical methods
- probability distribution
- data analysis
- optimal solution
- expectation maximization
- peer to peer
- knowledge discovery
- multi agent systems
- biological data
- similarity measure