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 Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2003 2019
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, p. 1-8 8 p., 136.Research output: Contribution to journal › Article › Research › peer-review
Open Access
Dialysis
Delivery of Health Care
Ghana
Health Services
Inpatients
Automatically Generating and Solving Eternity II Style Puzzles
Harris, G., Vanstone, B. J. & Gepp, A., 30 May 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Mouhoub, M., Sadaoui, S., Ait Mahomed, O. & Ali, M. (eds.). Cham: Springer, p. 626-632 7 p. (Lecture Notes in Computer Science (LNCS); vol. 10868).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
distribution
method
Financial literacy amongst elderly Australians
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2018, In : Accounting and Finance. 32 p.Research output: Contribution to journal › Article › Research › peer-review
Financial literacy
Educational attainment
Wealth
Income
Politicians
Industry momentum: An exchange-traded funds approach
Vanstone, B. J., Hahn, T. & Earea, D., 23 Nov 2018.Research output: Contribution to conference › Presentation › Research › peer-review
Open Access
File
Market reactions to ASIC media releases: abnormal returns around ASIC “Name and Shame” disclosures
Hall, L., Earea, D., Gepp, A., Harris, G., Kelly, S. & Vanstone, B. J., 1 Jul 2018.Research output: Contribution to conference › Other › Research
Shame
Abnormal returns
Announcement
Disclosure
Event study
Activities 2016 2016
- 1 Committees, Boards and Panelists
BardsNet (External organisation)
Bruce Vanstone (Member)2016 → …
Activity: Membership › Committees, Boards and Panelists
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