Publications: Mr Kiattikun Chobtham
Constantinou A, Kitson NK, Liu Y, Chobtham K, Amirkhizi AH, Nanavati PA, Mbuvha R, Petrungaro B
(
2023
)
.
Open problems in causal structure learning: A case study of COVID-19 in the UK
.
Expert Systems with Applications
vol.
234
,
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
(
2022
)
.
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
.
Data Mining and Knowledge Discovery
Chobtham K, Constantinou AC, Kitson NK
(
2022
)
.
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
.
Data Mining and Knowledge Discovery
vol.
37
,
(
1
)
476
-
520
.
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, 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, Surarerks A, Rungsawang A
(
2008
)
.
Formalization of Link Farm Structure using Graph Grammar
.
Conference:
22nd International Conference on Advanced Information Networking and Applications (aina 2008)904
-
911
.