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Kiattikun Chobtham

Observed names: Chobtham, K, Chobtham, Kiattikun
ORCID: 0000-0002-3158-6003
Observed ORCID: 0000-0002-3158-6003
OpenAlex ID: A5015328755
A survey of Bayesian Network structure learning
2023 · Neville Kenneth Kitson, Anthony C. Constantinou, et al. · Artificial Intelligence Review · 464
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Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
2021 · Anthony C. Constantinou, Yang Liu, et al. · International Journal of Approximate Reasoning · 69
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Open problems in causal structure learning: A case study of COVID-19 in the UK
2023 · Anthony Constantinou, Neville K. Kitson, et al. · Expert Systems with Applications · 28
Effective and efficient structure learning with pruning and model averaging strategies
2022 · Anthony C. Constantinou, Yang Liu, et al. · International Journal of Approximate Reasoning · 27
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Bayesian network structure learning with causal effects in the presence of latent variables
2020 · Chobtham, Kiattikun, Constantinou, Anthony C. · arXiv (Cornell University) · 15
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Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
2022 · Kiattikun Chobtham, Anthony C. Constantinou, et al. · Data Mining and Knowledge Discovery · 11
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Tuning structure learning algorithms with out-of-sample and resampling strategies
2024 · Kiattikun Chobtham, Anthony C. Constantinou · Knowledge and Information Systems · 8
Leveraging teleconnections with physics-informed graph attention networks for long-range extreme rainfall forecasting in Thailand
2026 · Kiattikun Chobtham, Kanoksri Sarinnapakorn, et al. · Array · 2
Formalization of Link Farm Structure Using Graph Grammar
2008 · Kiattikun Chobtham, Athasit Surarerks, et al. · International Conference on Advanced Information Networking and Applications (AINA) · 2
Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound
2022 · Chobtham, Kiattikun, Constantinou, Anthony C. · arXiv (Cornell University) · 1
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Reinforcement Learning to Discover a North-East Monsoon Index for Rainfall Prediction in Thailand
2026 · Chobtham, Kiattikun · arXiv (Cornell University)
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HydroGen: Hydrological Report Generation With Two-Stage Instruction-Tuned Multimodal Models, Temporal Prompts, and Knowledge-Guided Agents
2026 · Pasith Thanapatpisarn, Kiattikun Chobtham, et al. · IEEE Access
Works count: 13
Citation count: 627
H-index: 7
I10-index: 6
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