• Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 127 Citations
  • 5 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.

Fingerprint Dive into the research topics where Adrian Gepp is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 5 Similar Profiles
Fraud detection Business & Economics
Prediction Business & Economics
Financial distress Business & Economics
Financial literacy Business & Economics
Fraud Business & Economics
Financial statement fraud Business & Economics
Modeling Business & Economics
Business failures Business & Economics

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

Research Output 2006 2019

Audit Data Analytics

Gepp, A. & Johnson, R., 2019, Auditing: A Practical Approach with Data Analytics. Johnson, R. N. & Wiley, L. D. (eds.). New York: John Wiley & Sons, p. 273-324 52 p.

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

Audit
Needle
Auditors
Disposal
Anomaly

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., 1 Nov 2019, In : Applied Intelligence. 49, 11, p. 3815-3820 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Network architecture
Learning systems
Neural networks

Financial Applications of Semidefinite Programming: A Review and Call for Interdisciplinary Research

Gepp, A., Harris, G. & Vanstone, B. J., 27 Sep 2019, In : Accounting and Finance. 29 p.

Research output: Contribution to journalArticleResearchpeer-review

Finance
Interdisciplinary research
Semidefinite programming
Optimization problem
Option pricing

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

Amanda Yee - Actuarial Honours Supervision

Adrian Gepp (Supervisor), Bruce J Vanstone (Supervisor)
2017

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

James Todd - Actuarial Honours Supervision

Adrian Gepp (Supervisor), Bruce J Vanstone (Supervisor)
2017

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

Student theses

Financial Literacy, Financial Well-being and Financial Decision-making amongst Elderly Australians.

Author: Xue, R., 12 Oct 2019

Supervisor: O'Neill, T. (Supervisor), Stern, S. (Supervisor), Vanstone, B. J. (Supervisor) & Gepp, A. (Supervisor)

Student thesis: Doctoral Thesis

File

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

Topics on Financial Distress Prediction Modelling

Author: Halteh, K., 12 Oct 2019

Supervisor: Kumar, K. (Supervisor) & Gepp, A. (Supervisor)

Student thesis: Doctoral Thesis

File