xHeinz: an algorithm for mining cross-species network modules under a flexible conservation model.
Mohammed El-KebirHayssam SoueidanThomas HumeDaniela BeisserMarcus T. DittrichTobias MüllerGuillaume BlinJaap HeringaMacha NikolskiLodewyk F. A. WesselsGunnar W. KlauPublished in: Bioinform. (2015)
Keyphrases
- recognition algorithm
- probabilistic model
- final result
- objective function
- algorithm employs
- input data
- cost function
- dynamic programming
- network structure
- mathematical model
- fully connected
- selection algorithm
- theoretical analysis
- energy function
- estimation algorithm
- optimization model
- em algorithm
- similarity measure
- optimal solution
- preprocessing
- tree structure
- network model
- computational complexity
- particle swarm optimization
- detection algorithm
- expectation maximization
- simulated annealing
- classification algorithm
- kalman filter
- knowledge discovery
- artificial neural networks
- bayesian framework
- apriori algorithm
- segmentation algorithm
- neural network model
- optimization method
- parameter estimation
- learning algorithm
- markov random field
- np hard
- data structure
- social networks