Investigation of the Effects of Imputation Methods for Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks.
Sin Yi LimMohd Saberi MohamadLian En ChaiSafaai DerisWeng Howe ChanSigeru OmatuJuan Manuel CorchadoMuhammad Farhan SjaugiMuhammad Mahfuz ZainuddinGopinathaan RajamohanZuwairie IbrahimZulkifli Md. YusofPublished in: DCAI (2016)
Keyphrases
- dynamic bayesian networks
- gene regulatory networks
- bayesian networks
- particle filtering
- approximate inference
- missing values
- structure learning
- reverse engineering
- gene expression data
- network model
- state variables
- training data
- missing data
- belief propagation
- kalman filter
- object tracking
- conditional random fields
- microarray
- semi supervised learning
- state space
- graphical models