Anthony C. Constantinou

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

From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support

Anthony C. Constantinou, Norman Fenton, William Marsh et al. · Artificial Intelligence in Medicine · 2016 · 153 citations · Full text

Medical Decision Support, Family Medicine, Complex Questionnaire +15

pi-football: A Bayesian network model for forecasting Association Football match outcomes

Anthony C. Constantinou, Norman Fenton, Martin Neil · Knowledge-Based Systems · 2012 · 144 citations

Bayesian Statistic, Bayesian Statistics, Probabilistic Forecasting +11

A Bayesian network framework for project cost, benefit and risk analysis with an agricultural development case study

Barbaros Yet, Anthony C. Constantinou, Norman Fenton et al. · Expert Systems with Applications · 2016 · 123 citations · Full text

Integrating expert knowledge with data in Bayesian networks: Preserving data-driven expectations when the expert variables remain unobserved

Anthony C. Constantinou, Norman Fenton, Martin Neil · Expert Systems with Applications · 2016 · 101 citations · Full text

Expert Knowledge, Engineering, Data Science +12