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mDBN: motif based learning of gene regulatory networks using dynamic Bayesian networks
- Morshed, Nizamul, Chetty, Madhu, Nguyen, Vinh, Caelli, Terry
Data discretization for dynamic Bayesian network based modeling of genetic networks
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod
Local and global algorithms for learning dynamic Bayesian networks
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod
Gene regulatory network modeling via global optimization of high-order dynamic Bayesian network
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod
Inferring large scale genetic networks with S-System model
- Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh
A model of the circadian clock in the cyanobacterium Cyanothece sp. ATCC 51142
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Gaudana, Sandeep, Wangikar, Pramod
Polynomial time algorithm for learning globally optimal Dynamic Bayesian network
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Prangipar
Incorporating time-delays in S-System model for reverse engineering genetic networks
- Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh
FusGP: Bayesian co-learning of gene regulatory networks and protein interaction networks
- Morshed, Nizamul, Chetty, Madhu, Nguyen, Vinh
- Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh
Evaluating influence of microRNA in reconstructing gene regulatory networks
- Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh
Dynamic Bayesian network modeling of cyanobacterial biological processes via gene clustering
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod
Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique
- Morshed, Nizamul, Chetty, Madhu, Nguyen, Vinh
On the analysis of time-delayed interactions in genetic network using S-system model
- Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh
On the reconstruction of genetic network from partial microarray data
- Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh
Issues impacting genetic network reverse engineering algorithm validation using small networks
- Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod
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