Steven Mascaro

Anomaly detection in vessel tracks using Bayesian networks

Steven Mascaro, Ann E. Nicholso, Kevin B. Korb · International Journal of Approximate Reasoning · 2013 · 189 citations

Anomaly Detection, Machine Learning, Data Science +10

Incorporating expert knowledge when learning Bayesian network structure: A medical case study

M. Julia Flores, Ann E. Nicholson, Andrew J. Brunskill et al. · Artificial Intelligence in Medicine · 2011 · 145 citations

Expert Knowledge, Bayesian Network Structure, Engineering +13

I nvestigate D iscuss E stimate A ggregate  for structured expert judgement

Anca M. Hanea, Marissa F. McBride, Mark A. Burgman et al. · International Journal of Forecasting · 2016 · 126 citations · Full text

Learning Abnormal Vessel Behaviour from AIS Data with Bayesian Networks at Two Time Scales

Steven Mascaro, Kevin B. Korb, Ann E. Nicholson · 2010 · 39 citations

Balancing the Elicitation Burden and the Richness of Expert Input When Quantifying Discrete Bayesian Networks

Martine J. Barons, Steven Mascaro, Anca M. Hanea · Risk Analysis · 2021 · 26 citations · Full text

Artificial Intelligence, Bayesian Statistic, Elicitation Burden +21