New Algorithm and Software (BNOmics) for Inferring and Visualizing Bayesian Networks from Heterogeneous Big Biological and Genetic Data.
Grigoriy GogoshinEric BoerwinkleAndrei S. RodinPublished in: J. Comput. Biol. (2017)
Keyphrases
- data sets
- bayesian networks
- incomplete data
- input data
- dynamic programming
- noisy data
- data structure
- simulated annealing
- preprocessing
- search space
- data reduction
- big data
- expectation maximization
- np hard
- optimal solution
- probability distribution
- genetic algorithm
- probabilistic model
- data processing
- computer systems
- missing data
- detection algorithm
- high dimensional data
- database
- clustering algorithm
- em algorithm
- data analysis
- data mining techniques
- knowledge discovery
- data points