Photo of Bruce Vanstone
  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

Accepting PhD Students

20032020

Research output per year

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Personal profile

Research interests

My research focuses on applying Big Data and predictive modelling techniques to difficult business problems.   I have applied my predictive work in fields as diverse as health, logistics, finance and marketing. I am also particularly interested in finding better ways to apply machine learning techniques to investment modelling, and am interested in the rise of FinTech and Deep Learning.

I am also an active inaugural member of the Centre for Actuarial and Financial Big Data Analytics.

Statement for HDR students

My research focuses on applying Big Data and predictive modelling techniques to difficult business problems.   I have applied my predictive work in fields as diverse as health, logistics, finance and marketing. I am also particularly interested in finding better ways to apply machine learning techniques to investment modelling, and am interested in the rise of FinTech and Deep Learning.

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Research Output

A Unifying Model for Statistical Arbitrage: Model Assumptions and Empirical Failure

Stephenson, J., Vanstone, B. J. & Hahn, T., 4 Apr 2020, In : Computational Economics.

Research output: Contribution to journalArticleResearchpeer-review

  • Financial Literacy and Financial Strategies: The mediating role of financial concerns

    Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 2 Aug 2020, In : Australian Journal of Management.

    Research output: Contribution to journalArticleResearchpeer-review

    Open Access
    File
  • 36 Downloads (Pure)

    News Media Analytics in Finance: A Survey

    Marty, T., Vanstone, B. J. & Hahn, T., 1 Jun 2020, In : Accounting and Finance. 60, 2, p. 1385-1434 50 p.

    Research output: Contribution to journalArticleResearchpeer-review

  • Producing actionable data-driven insights to improve athlete and team performance

    Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., Feb 2020.

    Research output: Contribution to conferenceAbstractResearch

    Open Access
    File
  • 5 Downloads (Pure)

    Variable transformation to a 2×2 Domain Space for Edge Matching Puzzles

    Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., Sep 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings: 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings. Fujita, H., Fournier-Viger, P., Ali, M. & Sasaki, J. (eds.). Cham: Springer, p. 210-221 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

  • Activities

    • 4 Non-HDR Student Supervision
    • 1 Participating in a conference, workshop, ...
    • 1 Editorial Board Member
    • 1 Committees, Boards and Panelists

    Accounting and Finance (Journal)

    Bruce Vanstone (Editor)

    2018 → …

    Activity: Publication peer-review and editorial workEditorial Board Member

    James Todd - Actuarial Honours Supervision

    Adrian Gepp (Supervisor) & Bruce J Vanstone (Supervisor)

    2017

    Activity: Professional Development, Mentorship, Supervision and Other ActivitiesNon-HDR Student Supervision

    Mark Wallis - Honours Supervision

    Bruce Vanstone (Supervisor) & Mark Wallis (Participant)

    2017

    Activity: Professional Development, Mentorship, Supervision and Other ActivitiesNon-HDR Student Supervision

    Amanda Yee - Actuarial Honours Supervision

    Adrian Gepp (Supervisor) & Bruce J Vanstone (Supervisor)

    2017

    Activity: Professional Development, Mentorship, Supervision and Other ActivitiesNon-HDR Student Supervision

    BardsNet (External organisation)

    Bruce Vanstone (Member)

    2016 → …

    Activity: MembershipCommittees, Boards and Panelists

    Press / Media

    Student theses

    Trading in the Australian Stockmarket Using Artificial Neural Networks

    Author: Vanstone, B. J., Nov 2005

    Supervisor: Finnie, G. (Supervisor) & Tan, C. (Supervisor)

    Student thesis: Doctoral Thesis

    File