Publications: Mr Kiattikun Chobtham
Kitson NK, Constantinou AC, Guo Z, Liu Y, Chobtham K
(
2023
)
.
A survey of Bayesian Network structure learning
.
Artificial Intelligence Review
Chobtham K, Constantinou AC, Kitson NK
(
2023
)
.
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
.
Data Mining and Knowledge Discovery
vol.
37
,
(
1
)
476
-
520
.
Chobtham K, Constantinou AC, Kitson NK
(
2022
)
.
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
.
Data Mining and Knowledge Discovery
Constantinou AC, Liu Y, Kitson NK, Chobtham K, Guo Z
(
2022
)
.
Effective and efficient structure learning with pruning and model averaging strategies
.
International Journal of Approximate Reasoning: Uncertainty in Intelligent Systems
vol.
151
,
292
-
321
.
Chobtham K, Constantinou AC
(
2022
)
.
Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound
.
Conference:
In Proceedings of the 11th International Conference on Probabilistic Graphical Models (PGM-2022)
Constantinou AC, Liu Y, Kitson NK, Chobtham K, Guo Z
(
2021
)
.
Effective and efficient structure learning with pruning and model averaging strategies
.
Constantinou AC, Liu Y, Chobtham K, Guo Z, Kitson NK
(
2021
)
.
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
.
International Journal of Approximate Reasoning
vol.
abs/2005.09020
,
Chobtham K, Constantinou AC
(
2020
)
.
Bayesian network structure learning with causal effects in the presence of latent variables
.
Constantinou AC, Liu Y, Chobtham K, Guo Z, Kitson NK
(
2020
)
.
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
.
Chobtham K, Surarerks A, Rungsawang A
(
2008
)
.
Formalization of link farm structure using graph grammar
.
Proceedings - International Conference on Advanced Information Networking and Applications, AINA
.
904
-
911
.