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

  • 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
  • 3 Downloads (Pure)

    Do News and Sentiment play a role in Stock Price Prediction?

    Vanstone, B. J., Gepp, A. & Harris, G., 1 Nov 2019, In : Applied Intelligence. 49, 11, p. 3815-3820 6 p.

    Research output: Contribution to journalArticleResearchpeer-review

    Open Access
    File
  • 2 Citations (Scopus)
    18 Downloads (Pure)

    Financial Applications of Semidefinite Programming: A Review and Call for Interdisciplinary Research

    Gepp, A., Harris, G. & Vanstone, B. J., 27 Sep 2019, In : Accounting and Finance. 29 p.

    Research output: Contribution to journalArticleResearchpeer-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

    Amanda Yee - 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

    James Todd - 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

    Financial Literacy, Financial Well-being and Financial Decision-making amongst Elderly Australians.

    Author: Xue, R., 12 Oct 2019

    Supervisor: O'Neill, T. (Supervisor), Stern, S. (Supervisor), Vanstone, B. J. (Supervisor) & Gepp, A. (Supervisor)

    Student thesis: Doctoral Thesis

    File

    Option Pricing Using Artificial Neural Networks : an Australian Perspective

    Author: Hahn, T., 8 Feb 2014

    Supervisor: Vanstone, B. J. (Supervisor) & Finnie, G. (Supervisor)

    Student thesis: Doctoral Thesis

    File

    Risk Management in the Australian Stockmarket using Artificial Neural Networks

    Author: Krollner, B., 11 Feb 2012

    Supervisor: Vanstone, B. J. (Supervisor) & Finnie, G. (Supervisor)

    Student thesis: Doctoral Thesis

    File

    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