• Bond University, Bond Business School

    4229 Gold Coast

    Australia

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.

  • 2 Similar Profiles
Neural networks Engineering & Materials Science
Learning systems Engineering & Materials Science
APACHE Medicine & Life Sciences
Time series Engineering & Materials Science
Data Mining Medicine & Life Sciences
Automation Medicine & Life Sciences
Intensive Care Units Medicine & Life Sciences
Curve fitting Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

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
15 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

Improving Mortality Models in the ICU with High-Frequency Data

Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., 13 Jul 2019, In : International Journal of Medical Informatics. 129, p. 318-323 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Intensive Care Units
APACHE
Mortality
Calibration
Arterial Pressure
8 Downloads (Pure)

Investigating Healthcare Contacts of Dialysis Patients by Age and Gender

Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Feb 2019, In : BMC Health Services Research. 19, 1, p. 1-8 8 p., 136.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Dialysis
Delivery of Health Care
Ghana
Health Services
Inpatients

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

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

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