The Partial-Value Association Discovery Algorithm to Learn Multilayer Structural System Models From System Data.
Nong YePublished in: IEEE Trans. Syst. Man Cybern. Syst. (2017)
Keyphrases
- input data
- easily interpretable
- noisy data
- data sets
- knowledge discovery
- incomplete data
- historical data
- learned models
- probabilistic model
- dynamic programming
- data analysis
- search space
- experimental data
- information loss
- data reduction
- bayesian methods
- synthetic data
- neural network
- learning algorithm
- computational complexity
- classification trees
- synthetic datasets
- preprocessing
- k means
- prior information
- prior knowledge
- cost function
- genetic algorithm
- parameter estimation
- particle swarm optimization
- np hard
- accurate models
- data mining
- large scale data sets
- probability distribution
- training data
- data structure
- clustering method
- detection algorithm
- data mining techniques
- graphical models
- simulated annealing