Research Output per year
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 journal › Article › Research › peer-review
Network architecture
Learning systems
Neural networks
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 journal › Article › Research › peer-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 conference › Presentation › Research
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 journal › Article › Research › peer-review
Intensive Care Units
APACHE
Mortality
Calibration
Arterial Pressure
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 journal › Article › Research › peer-review
Open Access
File
Dialysis
Delivery of Health Care
Ghana
Health Services
Inpatients
Activities 2016 2018
Accounting and Finance (Journal)
Bruce Vanstone (Editor)2018 → …
Activity: Publication peer-review and editorial work › Editorial Board Member
James Todd - Actuarial Honours Supervision
Adrian Gepp (Supervisor), Bruce J Vanstone (Supervisor)2017
Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
Mark Wallis - Honours Supervision
Bruce Vanstone (Supervisor), Mark Wallis (Participant)2017
Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
Amanda Yee - Actuarial Honours Supervision
Adrian Gepp (Supervisor), Bruce J Vanstone (Supervisor)2017
Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
BardsNet (External organisation)
Bruce Vanstone (Member)2016 → …
Activity: Membership › Committees, Boards and Panelists
Press / Media
Researchers Using Big Data to Solve Big Problems in Advertising
Adrian Gepp, Bruce Vanstone & Mark Johnman
1/07/17
1 media contribution
Press/Media: Research
Student theses
Option Pricing Using Artificial Neural Networks : an Australian Perspective
Author: Hahn, T., 8 Feb 2014Supervisor: 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 2012Supervisor: 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 2005Supervisor: Finnie, G. (Supervisor) & Tan, C. (Supervisor)
Student thesis: Doctoral Thesis
File