Neville Kenneth Kitson

According to our database, Neville Kenneth Kitson authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Decoding the mechanisms of the Hattrick football manager game using Bayesian network structure learning for optimal decision-making.

Anthony C. Constantinou, Nicholas Higgins, Neville Kenneth Kitson

CoRR, April, 2025

Investigating potential causes of Sepsis with Bayesian network structure learning.

Bruno Petrungaro, Neville Kenneth Kitson, Anthony C. Constantinou

Appl. Intell., April, 2025

Causal discovery using dynamically requested knowledge.

Neville Kenneth Kitson, Anthony C. Constantinou

Knowl. Based Syst., 2025

Stable structure learning with HC-Stable and Tabu-Stable algorithms.

Neville Kenneth Kitson, Anthony C. Constantinou

Int. J. Approx. Reason., 2025

Using GPT-4 to guide causal machine learning.

Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga

Expert Syst. Appl., 2025

2024

The impact of variable ordering on Bayesian network structure learning.

Neville Kenneth Kitson, Anthony C. Constantinou

Data Min. Knowl. Discov., July, 2024

Eliminating Variable Order Instability in Greedy Score-Based Structure Learning.

Neville Kenneth Kitson, Anthony C. Constantinou

Proceedings of the International Conference on Probabilistic Graphical Models, 2024

2023

Open problems in causal structure learning: A case study of COVID-19 in the UK.

Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro

Expert Syst. Appl., December, 2023

The impact of prior knowledge on causal structure learning.

Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson

Knowl. Inf. Syst., 2023

Hybrid Bayesian network discovery with latent variables by scoring multiple interventions.

Kiattikun Chobtham, Anthony C. Constantinou, Neville Kenneth Kitson

Data Min. Knowl. Discov., 2023

A survey of Bayesian Network structure learning.

Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham

Artif. Intell. Rev., 2023

2022

Effective and efficient structure learning with pruning and model averaging strategies.

Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo

Int. J. Approx. Reason., 2022

2021

Learning Bayesian networks from demographic and health survey data.

Neville Kenneth Kitson, Anthony C. Constantinou

J. Biomed. Informatics, 2021

Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data.

Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson

Int. J. Approx. Reason., 2021

Information fusion between knowledge and data in Bayesian network structure learning.

Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson

CoRR, 2021