Effective and efficient structure learning with pruning and model
averaging strategies

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Effective and efficient structure learning with pruning and model averaging strategies

1 December 2021

Anthony C. Constantinou

Yang Liu

Kiattikun Chobtham

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Papers citing "Effective and efficient structure learning with pruning and model averaging strategies"

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Title
Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data Sheresh Zahoor Pietro Liò G. Dias Mohammed Hasanuzzaman 75 0 0 28 Jan 2025
Investigating the validity of structure learning algorithms in identifying risk factors for intervention in patients with diabetes Sheresh Zahoor Anthony C. Constantinou Tim M Curtis Mohammed Hasanuzzaman CML 54 0 0 21 Mar 2024
Tuning structure learning algorithms with out-of-sample and resampling strategies Kiattikun Chobtham Anthony C. Constantinou CML 68 2 0 24 Jun 2023
Open problems in causal structure learning: A case study of COVID-19 in the UK Anthony C. Constantinou N. K. Kitson Yang Liu Kiattikun Chobtham Arian Hashemzadeh Praharsh Nanavati R. Mbuvha Bruno Petrungaro CML 76 9 0 05 May 2023
A survey of Bayesian Network structure learning N. K. Kitson Anthony C. Constantinou Zhi-gao Guo Yang Liu Kiattikun Chobtham CML 106 198 0 23 Sep 2021
The impact of prior knowledge on causal structure learning Anthony C. Constantinou Zhi-gao Guo N. K. Kitson CML 90 33 0 31 Jan 2021