Steven Mascaro

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 8

Top Topics

Bayesian Networks

Knowledge Engineering

Situation Assessment

Top Venues

Artif. Intell. Medicine

Int. J. Approx. Reason.

Publications

Steven Mascaro, Owen Woodberry, Yue Wu, Ann E. Nicholson
The practice of qualitative parameterisation in the development of Bayesian networks. CoRR (2024)
Steven Mascaro, Yue Wu, Ross Pearson, Owen Woodberry, Jessica Ramsay, Tom Snelling, Ann E. Nicholson
Causal knowledge engineering: A case study from COVID-19. CoRR (2024)
Yue Wu, Steven Mascaro, Mejbah Bhuiyan, Parveen Fathima, Ariel O. Mace, Mark P. Nicol, Peter C. Richmond, Lea-Ann Kirkham, Michael Dymock, David A. Foley, Charlie McLeod, Meredith L. Borland, Andrew Martin, Phoebe C. M. Williams, Julie A. Marsh, Thomas L. Snelling, Christopher C. Blyth
Predicting the causative pathogen among children with pneumonia using a causal Bayesian network. PLoS Comput. Biol. 19 (3) (2023)
Ann E. Nicholson, Kevin B. Korb, Erik P. Nyberg, Michael Wybrow, Ingrid Zukerman, Steven Mascaro, Shreshth Thakur, Abraham Oshni Alvandi, Jeff Riley, Ross Pearson, Shane Morris, Matthieu Herrmann, A. K. M. Azad, Fergus Bolger, Ulrike Hahn, David A. Lagnado
BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning. CoRR (2020)
Yue Wu, Charlie McLeod, Christopher C. Blyth, Asha Bowen, Andrew Martin, Ann E. Nicholson, Steven Mascaro, Tom Snelling
Predicting the causative pathogen among children with osteomyelitis using Bayesian networks - improving antibiotic selection in clinical practice. Artif. Intell. Medicine 107 (2020)
Ken I. McAnally, Catherine E. Davey, Daniel White, Murray Stimson, Steven Mascaro, Kevin B. Korb
Inference in the Wild: A Framework for Human Situation Assessment and a Case Study of Air Combat. Cogn. Sci. 42 (7) (2018)
Xuhui Zhang, Kevin B. Korb, Ann E. Nicholson, Steven Mascaro
Applying Dependency Patterns in Causal Discovery of Latent Variable Models. ACALCI (2017)
Xuhui Zhang, Kevin B. Korb, Ann E. Nicholson, Steven Mascaro
Latent Variable Discovery Using Dependency Patterns. CoRR (2016)
Steven Mascaro, Ann E. Nicholson, Kevin B. Korb
Anomaly detection in vessel tracks using Bayesian networks. Int. J. Approx. Reason. 55 (1) (2014)
Cora Beatriz Pérez-Ariza, Ann E. Nicholson, Kevin B. Korb, Steven Mascaro, Chao Heng Hu
Causal Discovery of Dynamic Bayesian Networks. Australasian Conference on Artificial Intelligence (2012)
M. Julia Flores, Ann E. Nicholson, Andrew Brunskill, Kevin B. Korb, Steven Mascaro
Incorporating expert knowledge when learning Bayesian network structure: A medical case study. Artif. Intell. Medicine 53 (3) (2011)
Steven Mascaro, Kevin B. Korb, Ann E. Nicholson
Suicide as an Evolutionarily Stable Strategy. ECAL (2001)