Concepedia

Neville K. Kitson

NK

4

Publications

339

Citations

4

H-Index

2022

Active since

Affiliations

Queen Mary University of London(Current)

Neville K. Kitson is an author at Queen Mary University of London specializing in data mining, data science, and knowledge discovery.

Top concepts

Data MiningEngineeringData ScienceKnowledge DiscoveryStatisticsCausal InferenceComputer ScienceMachine LearningStatistical InferencePublic Health

Publications per year

2022–2023

4

Publications

4

A survey of Bayesian Network structure learning

Neville K. Kitson, Anthony C. Constantinou, Zhigao Guo et al. · Artificial Intelligence Review · 2023 · 263 citations · Full text

Engineering, Network Analysis, Causal Inference +19

The impact of prior knowledge on causal structure learning

Anthony C. Constantinou, Zhigao Guo, Neville K. Kitson · Knowledge and Information Systems · 2023 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Effective and efficient structure learning with pruning and model averaging strategies

Anthony C. Constantinou, Yang Liu, Neville K. Kitson et al. · International Journal of Approximate Reasoning · 2022 · 23 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +21

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

Anthony C. Constantinou, Neville K. Kitson, Yang Liu et al. · Expert Systems with Applications · 2023 · 21 citations · Full text

Engineering, Machine Learning, Causal Machine Learning +22

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