Steven Mascaro

16 papers Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparing verbal, visual and combined explanations for Bayesian Network inferences.
CoRR
Erik P. Nyberg, Steven Mascaro, Ingrid Zukerman, Michael Wybrow, Duc-Minh Vo, Ann E. Nicholson
2025 J jnl
The BEAT-CF Causal Model: A model for guiding the design of trials and observational analyses of cystic fibrosis exacerbations.
CoRR
Steven Mascaro, Owen Woodberry, Charlie McLeod, Mitch Messer, Hiran Selvadurai, Yue Wu, Andre Schultz, Thomas L. Snelling
2024 J jnl
Causal knowledge engineering: A case study from COVID-19.
CoRR
Steven Mascaro, Yue Wu, Ross Pearson, Owen Woodberry, Jessica Ramsay, Tom Snelling, Ann E. Nicholson
2024 J jnl
Reporting Standards for Bayesian Network Modelling.
Entropy
Martine J. Barons, Anca M. Hanea, Steven Mascaro, Owen Woodberry
2024 J jnl
The practice of qualitative parameterisation in the development of Bayesian networks.
CoRR
Steven Mascaro, Owen Woodberry, Yue Wu, Ann E. Nicholson
2023 J jnl
Predicting the causative pathogen among children with pneumonia using a causal Bayesian network.
PLoS Comput. Biol.
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
2020 J jnl
BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning.
CoRR
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
2020 J jnl
Predicting the causative pathogen among children with osteomyelitis using Bayesian networks - improving antibiotic selection in clinical practice.
Artif. Intell. Medicine
Yue Wu, Charlie McLeod, Christopher C. Blyth, Asha Bowen, Andrew Martin, Ann E. Nicholson, Steven Mascaro, Tom Snelling
2018 J jnl
Inference in the Wild: A Framework for Human Situation Assessment and a Case Study of Air Combat.
Cogn. Sci.
Ken I. McAnally, Catherine E. Davey, Daniel White, Murray Stimson, Steven Mascaro, Kevin B. Korb
2017 — conf
Applying Dependency Patterns in Causal Discovery of Latent Variable Models.
ACALCI
Xuhui Zhang, Kevin B. Korb, Ann E. Nicholson, Steven Mascaro
2016 J jnl
Latent Variable Discovery Using Dependency Patterns.
CoRR
Xuhui Zhang, Kevin B. Korb, Ann E. Nicholson, Steven Mascaro
2014 J jnl
Anomaly detection in vessel tracks using Bayesian networks.
Int. J. Approx. Reason.
Steven Mascaro, Ann E. Nicholson, Kevin B. Korb
2012 — conf
Causal Discovery of Dynamic Bayesian Networks.
Australasian Conference on Artificial Intelligence
Cora Beatriz Pérez-Ariza, Ann E. Nicholson, Kevin B. Korb, Steven Mascaro, Chao Heng Hu
2011 J jnl
Incorporating expert knowledge when learning Bayesian network structure: A medical case study.
Artif. Intell. Medicine
M. Julia Flores, Ann E. Nicholson, Andrew Brunskill, Kevin B. Korb, Steven Mascaro
2005 — ch.
Chapter 13 An ALife Investigation on the Origins of Dimorphic Parental Investments.
Recent Advances in Artificial Life
Steven Mascaro, Kevin B. Korb, Ann E. Nicholson
2001 — conf
Suicide as an Evolutionarily Stable Strategy.
ECAL
Steven Mascaro, Kevin B. Korb, Ann E. Nicholson