Neville Kenneth Kitson

26 papers Journal 25Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Causal discovery using dynamically requested knowledge. Knowl. Based Syst. Neville Kenneth Kitson, Anthony C. Constantinou
2025	J	`jnl`	Decoding the mechanisms of the Hattrick football manager game using Bayesian network structure learning for optimal decision-making. CoRR Anthony C. Constantinou, Nicholas Higgins, Neville Kenneth Kitson
2025	J	`jnl`	Investigating potential causes of Sepsis with Bayesian network structure learning. Appl. Intell. Bruno Petrungaro, Neville Kenneth Kitson, Anthony C. Constantinou
2025	J	`jnl`	Stable Structure Learning with HC-Stable and Tabu-Stable Algorithms. CoRR Neville Kenneth Kitson, Anthony C. Constantinou
2025	J	`jnl`	Stable structure learning with HC-Stable and Tabu-Stable algorithms. Int. J. Approx. Reason. Neville Kenneth Kitson, Anthony C. Constantinou
2025	J	`jnl`	Using GPT-4 to guide causal machine learning. Expert Syst. Appl. Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga
2024	—	`conf`	Eliminating Variable Order Instability in Greedy Score-Based Structure Learning. PGM Neville Kenneth Kitson, Anthony C. Constantinou
2024	J	`jnl`	Investigating potential causes of Sepsis with Bayesian network structure learning. CoRR Bruno Petrungaro, Neville Kenneth Kitson, Anthony C. Constantinou
2024	J	`jnl`	The impact of variable ordering on Bayesian network structure learning. Data Min. Knowl. Discov. Neville Kenneth Kitson, Anthony C. Constantinou
2024	J	`jnl`	Using GPT-4 to guide causal machine learning. CoRR Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga
2023	J	`jnl`	A survey of Bayesian Network structure learning. Artif. Intell. Rev. Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham
2023	J	`jnl`	Causal discovery using dynamically requested knowledge. CoRR Neville Kenneth Kitson, Anthony C. Constantinou
2023	J	`jnl`	Hybrid Bayesian network discovery with latent variables by scoring multiple interventions. Data Min. Knowl. Discov. Kiattikun Chobtham, Anthony C. Constantinou, Neville Kenneth Kitson
2023	J	`jnl`	Open problems in causal structure learning: A case study of COVID-19 in the UK. CoRR Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
2023	J	`jnl`	Open problems in causal structure learning: A case study of COVID-19 in the UK. Expert Syst. Appl. Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
2023	J	`jnl`	The impact of prior knowledge on causal structure learning. Knowl. Inf. Syst. Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson
2022	J	`jnl`	Effective and efficient structure learning with pruning and model averaging strategies. Int. J. Approx. Reason. Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo
2022	J	`jnl`	The Impact of Variable Ordering on Bayesian Network Structure Learning. CoRR Neville Kenneth Kitson, Anthony C. Constantinou
2021	J	`jnl`	A survey of Bayesian Network structure learning. CoRR Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham
2021	J	`jnl`	Effective and efficient structure learning with pruning and model averaging strategies. CoRR Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo
2021	J	`jnl`	Hybrid Bayesian network discovery with latent variables by scoring multiple interventions. CoRR Kiattikun Chobtham, Anthony C. Constantinou, Neville Kenneth Kitson
2021	J	`jnl`	Information fusion between knowledge and data in Bayesian network structure learning. CoRR Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson
2021	J	`jnl`	Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. Int. J. Approx. Reason. Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson
2021	J	`jnl`	Learning Bayesian networks from demographic and health survey data. J. Biomed. Informatics Neville Kenneth Kitson, Anthony C. Constantinou
2020	J	`jnl`	Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. CoRR Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson
2019	J	`jnl`	Learning Bayesian networks from demographic and health survey data. CoRR Neville Kenneth Kitson, Anthony C. Constantinou