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Kerrie Mengersen

Queensland University of Technology

2 George Street

Brisbane, 4000

Australia

SCHOLARLY PAPERS

6

DOWNLOADS

359

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Optimal Clustering with Dependent Costs in Bayesian Networks

Number of pages: 30 Posted: 03 Dec 2024 Last Revised: 23 Dec 2025
Paul Pao-Yen Wu, Fabrizio Ruggeri and Kerrie Mengersen
Queensland University of Technology, affiliation not provided to SSRN and Queensland University of Technology
Downloads 93 (725,554)

Abstract:

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Bayesian network, clustering, optimisation, dynamic programming, Entropy

2.

Predicting Carcass Weight of Grass-Fed Beef Cattle Before Slaughter Using Statistical Modeling

Number of pages: 28 Posted: 16 Apr 2023
Queensland University of Technology, Queensland University of Technology, Queensland University of Technology, Queensland University of Technology, Queensland University of Technology and affiliation not provided to SSRN
Downloads 72 (860,052)

Abstract:

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Grass-fed beef cattle, carcass weight, body weight, prediction, weaning, regression

Using AI to make Complex Systems less complex

Number of pages: 33 Posted: 29 Nov 2025
Sandra Johnson, Jason Toevs and Kerrie Mengersen
Queensland University of Technology, affiliation not provided to SSRN and Queensland University of Technology
Downloads 61 (966,800)

Abstract:

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Agentic AI, Bayesian network, chatbot, complex system, koala habitat assessment, LLM

Using AI to make Complex Systems less complex

Number of pages: 22 Posted: 17 Mar 2026
Sandra Johnson, Jason Toevs and Kerrie Mengersen
Queensland University of Technology, affiliation not provided to SSRN and Queensland University of Technology
Downloads 10 (1,606,395)

Abstract:

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Agentic AI, Bayesian network, modelling, complex system, koala habitat assessment, LLM

4.

Beyond the Urban-Rural Divide: Exploring Spatial Variations in Breast Cancer Outcomes

Number of pages: 18 Posted: 25 Jun 2024
Cancer Council Queensland, Cancer Council Queensland, Cancer Council Queensland, Queensland University of Technology, affiliation not provided to SSRN, The University of Western Australia, Queensland University of Technology, Cancer Council Queensland and Cancer Council Queensland
Downloads 50 (1,074,648)

Abstract:

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Breast cancer, spatial analysis, Bayesian, survival, screening, incidence, early detection, treatment, geographic variation

5.

AIMSDistill: Distilling Knowledge from Specialised AI Teachers for Cross-Jurisdictional Compliance Analysis of Modern Slavery Statements

Number of pages: 43 Posted: 15 Oct 2025
Queensland University of Technology, Queensland University of Technology, Queensland University of Technology, Queensland University of Technology and Queensland University of Technology
Downloads 45 (1,133,231)

Abstract:

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Modern Slavery, Supply Chain Transparency, Legislative Compliance, Large language models (LLMs), knowledge distillation

6.

A localised Risk Model for Liver Fluke Infection

Number of pages: 27 Posted: 01 Sep 2025
Queensland University of Technology, affiliation not provided to SSRN, University of New England, Food Agility CRC Ltd, Queensland University of Technology, Queensland University of Technology and Queensland University of Technology
Downloads 28 (1,345,526)

Abstract:

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liver-fluke, Fasciolosis, spatio-temporal risk model, Australia, cattle, meat processing.