Two novel models and a parthenogenetic algorithm for detecting common driver pathways from pan-cancer data.
Jingli WuKe PanGaoshi LiKai ZhuQirong CaiPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- input data
- data sets
- experimental data
- incomplete data
- learning algorithm
- data structure
- learned models
- probabilistic model
- noisy data
- training data
- detection algorithm
- database
- data points
- data sources
- data reduction
- historical data
- synthetic datasets
- prior information
- accurate models
- easily interpretable
- objective function
- optimal solution
- data analysis
- knowledge discovery
- dynamic programming
- np hard
- bayesian framework
- preprocessing
- search space
- prior knowledge
- worst case
- expectation maximization
- spectral clustering
- breast cancer
- clustering method
- data mining
- surface meshes
- parameter estimation