• Bond University, Bond Business School

    4229 Gold Coast

    Australia

Accepting PhD Students

20032019
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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.

Fingerprint Dive into the research topics where Bruce Vanstone is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output 2003 2019

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

Vanstone, B. J., Gepp, A. & Harris, G., 9 Apr 2019, In : Applied Intelligence.

Research output: Contribution to journalArticleResearchpeer-review

Network architecture
Learning systems
Neural networks

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

Finance
Interdisciplinary research
Semidefinite programming
Optimization problem
Option pricing
1 Citation (Scopus)
55 Downloads (Pure)

Financial literacy amongst elderly Australians

Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2019, In : Accounting and Finance. 59, S1, p. 887-918 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Financial literacy
Educational attainment
Wealth
Income
Politicians

Financial Literacy and Financial Decision-making: The mediating role of financial concerns

Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2019.

Research output: Contribution to conferencePresentationResearch

Open Access
File
Financial decision making
Financial literacy
Advisors
Financial strategy
Mediation effect

Financial well-being amongst elderly Australians: The role of consumption patterns and financial literacy

Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 30 Sep 2019, In : Accounting and Finance.

Research output: Contribution to journalArticleResearchpeer-review

Consumption patterns
Well-being
Financial literacy
Interaction
Consumption behavior

Activities 2016 2018

  • 4 Non-HDR Student Supervision
  • 1 Editorial Board Member
  • 1 Committees, Boards and Panelists
  • 1 Invited talk

Accounting and Finance (Journal)

Bruce Vanstone (Editor)
2018 → …

Activity: Publication peer-review and editorial workEditorial Board Member

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

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 Johnman - Honours Supervision

Bruce Vanstone (Supervisor), Mark Johnman (Participant)
2016

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

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