Professor Adrian Gepp
Professor in Data Analytics

Affiliations
Links
- https://scholar.google.com/citations?user=6BPTKWYAAAAJ
Google Scholar - https://www.researchgate.net/profile/Adrian-Gepp
ResearchGate
Contact info
Email a.gepp@bangor.ac.uk
- Article › Research › Peer-reviewed
A Big Data Framework to Address Building Sum Insured Misestimation
Roberts, C., Gepp, A. & Todd, J., 28 Aug 2023, In: Big Data Research. 33, 100396.Research output: Contribution to journal › Article › peer-review
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A Review of Money Laundering Literature: The State of Research in Key Areas
Tiwari, M., Gepp, A. & Kumar, K., 18 Mar 2020, In: Pacific Accounting Review. 32, 2, p. 271-303 33 p.Research output: Contribution to journal › Article › peer-review
- Published
Adapting deep learning models between regional markets
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1483–1492Research output: Contribution to journal › Article › peer-review
- E-pub ahead of print
An investigation into accounting and business students’ employability beliefs
Kercher, K., Todd, J., Gill, C., Bennett, D. & Gepp, A., 4 Apr 2024, (E-pub ahead of print) In: Accounting Education.Research output: Contribution to journal › Article › peer-review
- Published
An investigation of data-driven player positional roles within the Australian Football League Women's competition using technical skill match-play data
Van der Vegt, B., Gepp, A., Keogh, J. W. L. & Farley, J. B., Jun 2024, In: International Journal of Sports Science and Coaching. 19, 3, p. 1130-1142 13 p.Research output: Contribution to journal › Article › peer-review
- E-pub ahead of print
Analysis of team success based on technical match-play performance in the Australian Football League Women’s (AFLW) competition
Van der Vegt, B., Gepp, A., Keogh, J. & Farley, J. B., 4 Aug 2024, (E-pub ahead of print) In: International Journal of Performance Analysis in Sport. 18 p.Research output: Contribution to journal › Article › peer-review
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Big data techniques in auditing research and practice: Current trends and future opportunities
Gepp, A., Linnenluecke, M. K. & O'Neill, T. J., 1 Jun 2018, In: Journal of Accounting Literature. 40, p. 102-115 14 p.Research output: Contribution to journal › Article › peer-review
- Published
Can economic sanctions lead to fraud? Nations might turn to virtual currencies if slapped with restrictions
Tiwari, M., Gepp, A. & Kumar, K., 1 May 2019, In: Fraud Magazine. 34, 3Research output: Contribution to journal › Article › peer-review
- E-pub ahead of print
Deep learning applications in investment portfolio management: a systematic literature review
Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., 18 Dec 2023, (E-pub ahead of print) In: Journal of Accounting Literature.Research output: Contribution to journal › Article › peer-review
- Published
Detecting Financial Statement Fraud: An Alternative Evaluation of Automated Tools Using Portfolio Performance
Yee, A., Gepp, A., Kumar, K., Todd, J. & Vanstone, B., Jun 2024, In: Journal of Forensic and Investigative Accounting. 16, 1, 13 p.Research output: Contribution to journal › Article › peer-review
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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 journal › Article › peer-review
- Published
Empirical validation of ELM trained neural networks for financial modelling
Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1581-1605 25 p.Research output: Contribution to journal › Article › peer-review
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Estimation of a Term Structure Model of Carbon Prices through State Space Methods: The European Union Emissions Trading Scheme
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Jun 2021, In: Accounting and Finance . 61, 2, p. 3797-3819Research output: Contribution to journal › Article › peer-review
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Estimation of a term structure model of carbon prices through state spaces methods: a pitch
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 8 Feb 2021, In: Accounting Research Journal. 34, 1, p. 106-112Research output: Contribution to journal › Article › peer-review
- Published
Exploring the interplay between equity groups, mental health and perceived employability amongst students at a public Australian university
Gill, C., Todd, J., Bennett, D. & Gepp, A., 1 Sept 2024, In: Research in Higher Education. 65, 6, p. 1316-1339 24 p.Research output: Contribution to journal › Article › peer-review
- Published
Factors influencing the choice of technique to launder funds: The APPT framework
Tiwari, M., Ferrill, J., Gepp, A. & Kumar, K., Sept 2023, In: Journal of Economic Criminology. 1, 100006.Research output: Contribution to journal › Article › peer-review
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Financial Applications of Semidefinite Programming: A Review and Call for Interdisciplinary Research
Gepp, A., Harris, G. & Vanstone, B. J., 27 Sept 2019, In: Accounting and Finance .Research output: Contribution to journal › Article › peer-review
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Financial Literacy and Financial Strategies: The mediating role of financial concerns
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Aug 2021, In: Australian Journal of Management. 46, 3, p. 437-465Research output: Contribution to journal › Article › peer-review
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Financial literacy amongst elderly Australians
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Apr 2019, In: Accounting and Finance . 59, S1, p. 887-918 32 p.Research output: Contribution to journal › Article › peer-review
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Financial well-being amongst elderly Australians: The role of consumption patterns and financial literacy
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 30 Sept 2019, In: Accounting and Finance .Research output: Contribution to journal › Article › peer-review
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Financial-distress prediction of Islamic banks using tree-based stochastic techniques
Halteh, K., Kumar, K. & Gepp, A., 22 Jun 2018, In: Managerial Finance. 44, 6, p. 759-773 15 p.Research output: Contribution to journal › Article › peer-review
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Global money laundering appeal index: application of principal component analysis
Tiwari, M., Gepp, A. & Kumar, K., 20 Oct 2021, In: Journal of Money Laundering Control. 26, 1Research output: Contribution to journal › Article › peer-review
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Guest editorial
Dunstan, K. & Gepp, A., 1 Apr 2018, In: Pacific Accounting Review. 30, 2, p. 130-134 5 p.Research output: Contribution to journal › Article › peer-review
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Harnessing Investor Sentiment Using Big Data Analytics
Johnman, M., Gepp, A. & Vanstone, B. J., 2019, In: The Australasian Journal of Applied Finance. 2019, 3Research output: Contribution to journal › Article › peer-review
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Improving Mortality Models in the ICU with High-Frequency Data
Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., 1 Sept 2019, In: International Journal of Medical Informatics. 129, p. 318-323 6 p.Research output: Contribution to journal › Article › peer-review