Research output per year
Research output per year
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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 AccessFile34 Downloads (Pure) -
Adapting deep learning models between regional markets
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1483–1492Research output: Contribution to journal › Article › peer-review
Open AccessFile74 Downloads (Pure) -
Deep learning applications in investment portfolio management: a systematic literature review
Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., 18 Dec 2023, (E-pub ahead of print) In: Journal of Accounting Literature.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 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