• Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 89 Citations
  • 4 h-Index
20062019
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Personal profile

Research interests

My research interest is in using big data and predictive modelling to reveal unique insights about problems of economic and social importance. My research spans fraud detection, fintech, health analytics, business failure prediction and workplace design. I am also an active inaugural member of Bond University's Centre for Actuarial and Financial Big Data Analytics.

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Research Output 2006 2019

Can economic sanctions lead to fraud? Nations might turn to virtual currencies if slapped with restrictions

Tiwari, M., Gepp, A. & Kumar, K., May 2019, In : Fraud Magazine. 34, 3

Research output: Contribution to journalMagazine ArticleResearch

Open Access
File
economic sanction
fraud
currency
money laundering
terrorism

Credit Rating Forecasting Using Machine Learning Techniques

Wallis, M., Kumar, K. & Gepp, A., Feb 2019, Managerial Perspectives on Intelligent Big Data Analytics. Sun, Z. (ed.). IGI Global, p. 180-198 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Credit rating
Machine learning
Rating
Comparative analysis
Managers

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
6 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

Activities 2009 2018

Pacific Accounting Review (Journal)

Adrian Gepp (Editor)
20162018

Activity: Publication peer-review and editorial workEditorial Board Member

Samantha McDougall - Actuarial Honours Supervision

Adrian Gepp (Supervisor)
2018

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

Financial Fragility, Systemic Risk and Financial Systems

Adrian Gepp (Examiner)
2018

Activity: ExaminationThesis Examination

2018 Bond University Principal Supervisor Accreditation Program

Adrian Gepp (Attendee)
16 Feb 20182 Nov 2018

Activity: Professional Development, Mentorship, Supervision and Other ActivitiesInternal Professional Development

Accounting and Finance (Journal)

Adrian Gepp (Editor)
Nov 2018 → …

Activity: Publication peer-review and editorial workEditorial Board Member

Student theses

Financial statement fraud detection using supervised learning methods

Author: Gepp, A., 10 Oct 2015

Supervisor: Kumar, K. (Supervisor) & Bhattacharya, S. (External person) (Supervisor)

Student thesis: Doctoral Thesis

File