Personal profile
Research
Bruce’s work focuses on using data-driven predictive modelling techniques to solve difficult business problems. His work has been applied in fields such as health, logistics, finance and marketing. He is also particularly interested in finding better ways to apply machine learning techniques, statistics and data science to investment and trading.
Education/Academic qualification
PhD, Computational Finance, Bond University
Award Date: 1 Jan 2006
External positions
Honorary Adjunct Professor, Bond University
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Collaborations and top research areas from the last five years
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Benchmarking deep reinforcement learning approaches to trade execution
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., 12 Aug 2025, (E-pub ahead of print) In: Pacific-Basin Finance Journal.Research output: Contribution to journal › Article › peer-review
Open Access -
Pandemic borders and expenditure impact: Intervention and forecasting insights from Australia
Gepp, A., Horrocks, M., Todd, J. & Vanstone, B., 1 May 2025, In: Annals of Tourism Research Empirical Insights. 6, 1, 6(1).Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing Smart Tourism Destinations: High-Resolution Data in Tourism Demand Forecasting
Horrocks, M., Gepp, A., Todd, J. & Vanstone, B., Sept 2024.Research output: Contribution to conference › Abstract › peer-review
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Advancing Tourism Demand Forecasting: A practical high-frequency framework
Horrocks, M., Gepp, A., Todd, J. & Vanstone, B., Sept 2024.Research output: Contribution to conference › Abstract › peer-review
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Detecting Financial Statement Fraud: An Alternative Evaluation of Automated Tools Using Portfolio Performance
Yee, A., Gepp, A., Kumar, K., Todd, J. & Vanstone, B., Jun 2024, In: Journal of Forensic and Investigative Accounting. 16, 1, 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile62 Downloads (Pure)
Activities
- 2 Editorial activity
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Journal of Accounting Literature (Journal)
Vanstone, B. (Editorial board member)
18 Jul 2022Activity: Publication peer-review and editorial work › Editorial activity
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Accounting and Finance (Journal)
Vanstone, B. (Editorial board member)
1 Jan 2019Activity: Publication peer-review and editorial work › Editorial activity