20012020

Research output per year

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Projects

Research Output

Predicting the causative pathogen among children with osteomyelitis using Bayesian networks – improving antibiotic selection in clinical practice

Wu, Y., McLeod, C., Blyth, C., Bowen, A., Martin, A., Nicholson, A., Mascaro, S. & Snelling, T., Jul 2020, In : Artificial Intelligence in Medicine. 107, 11 p., 101895.

Research output: Contribution to journalArticleResearchpeer-review

Applying dependency patterns in causal discovery of latent variable models

Zhang, X., Korb, K. B., Nicholson, A. E. & Mascaro, S., 2017, Artificial Life and Computational Intelligence: Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 – February 2, 2017, Proceedings. Wagner, M., Li, X. & Hendtlass, T. (eds.). Cham, Switzerland: Springer, p. 134-143 10 p. (Lecture Notes in Artificial Intelligence; vol. 10142).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Anomaly detection in vessel tracks using Bayesian networks

Mascaro, S., Nicholson, A. E. & Korb, K. B., 2014, In : International Journal of Approximate Reasoning. 55, 1, p. 84 - 98 15 p.

Research output: Contribution to journalArticleResearchpeer-review

69 Citations (Scopus)

Causal discovery of dynamic Bayesian networks

Perez-Ariza, C. B., Nicholson, A. E., Korb, K. B., Mascaro, S. & Hu, C. H., 2012, AI 2012: Advances in Artificial Intelligence: 25th Australasian Joint Conference, Proceedings. Thielscher, M. & Zhang, D. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 902 - 913 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

ABC-BN: A tool for building, maintaining and using Bayesian networks in an environmental management application

Nicholson, A. E., Woodberry, O., Mascaro, S., Korb, K., Moorrees, A. & Lucas, A., 2011, Proceedings of the Eighth UAI Bayesian Modeling Applications Workshop (UAI-AW 2011). Nicholson, A. (ed.). Aachen Germany: Rheinisch-Westfaelische Technische Hochschule Aachen, p. 108-116 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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1 Citation (Scopus)