Professor Bruce Vanstone
Head of Bangor Business School
Research
Bruce’s work focuses on using data-driven predictive modelling techniques to solve difficult business problems. His work has been applied in fields such as health, logistics, finance and marketing. He is also particularly interested in finding better ways to apply machine learning techniques, statistics and data science to investment and trading.
Education / academic qualifications
- 2006 - PhD , Computational Finance
Research outputs (73)
- E-pub ahead of print
Deep learning applications in investment portfolio management: a systematic literature review
Research output: Contribution to journal › Article › peer-review
- Published
The Quest for Optimal Trade Execution: Statistical Models vs Reinforcement Learning
Research output: Contribution to conference › Paper › peer-review
- Published
Modernising operational risk management in financial institutions via data-driven causal factors analysis: A pre-registered study
Research output: Contribution to journal › Article › peer-review
Prof. activities and awards (2)
Journal of Accounting Literature (Journal)
Activity: Publication peer-review and editorial work › Editorial activity
Accounting and Finance (Journal)
Activity: Publication peer-review and editorial work › Editorial activity