Overview
I use modern data analytics and predictive modeling to reveal unique insights about problems of economic and social importance. My research spans fraud detection, quantifying advertising effectiveness, health analytics, fintech, business failure prediction, sports analytics, workplace design and other predictive analytics in business. I have received multiple external grants to support my research, with a total value over ?500,000. I am also extremely active in PhD supervision and am the recipient of an award in that area.?
Additional Contact Information
Email a.gepp@bangor.ac.uk
Postgraduate Project Opportunities
I am interested in making a difference to the world we live in through leveraging insights gained from modern data analytics and predictive modelling. I welcome any PhD students interested in projects that align with this aim. I am particularly interested in projects that are partnered with industry or government.
Publications
2024
- Published
Busulwa, R., Birt, J., Gepp, A. & Oates, G., Feb 2024, Digital Transformation in Accounting and Auditing: Navigating Technological Advances for the Future. Springer, p. 153-182
Research output: Chapter in Book/Report/Conference proceeding ? Chapter ? peer-review - Published
Horrocks, M., Gepp, A., Todd, J. & Vanstone, B., Sept 2024.
Research output: Contribution to conference ? Abstract ? peer-review - Published
Horrocks, M., Gepp, A., Todd, J. & Vanstone, B., Sept 2024.
Research output: Contribution to conference ? Abstract ? peer-review - E-pub ahead of print
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
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
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 - Published
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 - Published
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
Gepp, A. & Tiwari, M., 2 Apr 2024, The Conversation.
Research output: Contribution to specialist publication ? Article - Published
Busulwa, R., Birt, J., Gepp, A. & Oates, G., Feb 2024, Digital Transformation in Accounting and Auditing: Navigating Technological Advances for the Future. Springer, p. 121-151
Research output: Chapter in Book/Report/Conference proceeding ? Chapter ? peer-review - Published
Gepp, A., Kumar, K. & Bhattacharya, S., Jun 2024, In: Accounting and Finance . 64, 2, p. 1569-1588
Research output: Contribution to journal ? Article ? peer-review - Published
Halteh, K., AlKhoury, R., Adel Ziadat, S., Gepp, A. & Kumar, K., Mar 2024, In: Transportation Research Interdisciplinary Perspectives. 101043.
Research output: Contribution to journal ? Article ? peer-review - Published
Gepp, A. & Tiwari, M., 2024, Project Design Online.
Research output: Contribution to specialist publication ? Article
2023
- Published
Roberts, C., Gepp, A. & Todd, J., 28 Aug 2023, In: Big Data Research. 33, 100396.
Research output: Contribution to journal ? Article ? peer-review - Published
Jones, L. & Gepp, A., 10 Aug 2023, The Conversation.
Research output: Contribution to specialist publication ? Article - Published
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1483–1492
Research output: Contribution to journal ? Article ? peer-review - E-pub ahead of print
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
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 - Published
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 - Published
Van der Vegt, B., Gepp, A., Keogh, J. W. L. & Farley, J. B., 13 Mar 2023, In: PeerJ. 11, e14946.
Research output: Contribution to journal ? Article ? peer-review - Published
Cornwell, N., Bilson, C., Gepp, A., Stern, S. & Vanstone, B., Feb 2023, In: Pacific-Basin Finance Journal. 77, 101906.
Research output: Contribution to journal ? Article ? peer-review - Published
Cornwell, N., Bilson, C., Gepp, A., Stern, S. & Vanstone, B., Jun 2023, In: Pacific-Basin Finance Journal. 79, 102011.
Research output: Contribution to journal ? Article ? peer-review - E-pub ahead of print
Faff, R., Mathuva, D., Brosnan, M., Hoffmann, S., Albu, C., Ali, S., Axelsen, M., Cornwell, N., Gepp, A., Gill, C., Honey, K., Malik, I., Mehrotra, V., Moses, O., Ratiu, R. V., Tan, D. & Tuszkiewicz, M. A., 21 Sept 2023, (E-pub ahead of print) In: Journal of Accounting Literature.
Research output: Contribution to journal ? Article ? peer-review - Published
Duncan, K., Gepp, A., Craig, J. & O'Neill, H., 1 Dec 2023, In: Pacific-Basin Finance Journal. 82, 102153.
Research output: Contribution to journal ? Article ? peer-review - Published
Gepp, A., Sept 2023.
Research output: Contribution to conference ? Paper ? peer-review - Published
Gignac, G., Gepp, A., O'Neill, T. J. & Xue, R., 27 Dec 2023, In: Social Indicators Research. 171, p. 655-675
Research output: Contribution to journal ? Article ? peer-review - Published
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Sept 2023.
Research output: Contribution to conference ? Paper ? peer-review - Published
Cornwell, N., Bilson, C. M., Gepp, A., Stern, S. & Vanstone, B. J., Jan 2023, In: Journal of the Operational Research Society. 74, 1, p. 374-402
Research output: Contribution to journal ? Article ? peer-review - Published
Gepp, A., Tiwari, M. & Kumar, K., Apr 2023.
Research output: Contribution to conference ? Paper ? peer-review
2022
- Published
Wallis, M., Kumar, K. & Gepp, A., 1 May 2022, Research Anthology on Machine Learning Techniques, Methods, and Applications. United States: IGI Global, p. 734-752 19 p.
Research output: Chapter in Book/Report/Conference proceeding ? Chapter - Published
Todd, J., Gepp, A., Stern, S. & Vanstone, B., May 2022, In: Decision Support Systems. 156, 113747.
Research output: Contribution to journal ? Article ? peer-review - Published
Van der Vegt, B., Farley, J. B., Gepp, A. & Keogh, J. W. L., 1 Feb 2022.
Research output: Contribution to conference ? Paper
2021
- Published
Gepp, A., 5 Jul 2021, In: Journal of the Royal Statistical Society Series A (Statistics in Society). 184, 4, p. 1610-1611
Research output: Contribution to journal ? Review article ? peer-review - Published
Gepp, A. & Johnson, R., 1 Sept 2021, Auditing: A Practical Approach with Data Analytics. Johnson, R. N. & Wiley, L. D. (eds.). 2nd ed. United States: John Wiley & Sons
Research output: Chapter in Book/Report/Conference proceeding ? Chapter ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Jun 2021, In: Accounting and Finance . 61, 2, p. 3797-3819
Research output: Contribution to journal ? Article ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 8 Feb 2021, In: Accounting Research Journal. 34, 1, p. 106-112
Research output: Contribution to journal ? Article ? peer-review - Published
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Aug 2021, In: Australian Journal of Management. 46, 3, p. 437-465
Research output: Contribution to journal ? Article ? peer-review - Published
Tiwari, M., Gepp, A. & Kumar, K., 20 Oct 2021, In: Journal of Money Laundering Control. 26, 1
Research output: Contribution to journal ? Article ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 26 Jun 2021
Research output: Other contribution ? peer-review - Published
Gepp, A., Kumar, K. & Bhattacharya, S., 1 Sept 2021, In: Accounting and Finance . 61, 3, p. 4601-4638 38 p.
Research output: Contribution to journal ? Article ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Jul 2021.
Research output: Contribution to conference ? Paper ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 13 Jan 2021
Research output: Other contribution - Published
Tiwari, M., Gepp, A. & Kumar, K., 6 Jul 2021.
Research output: Contribution to conference ? Paper
2020
- Published
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
Halteh, K., Gepp, A. & Kumar, K., 1 Jun 2020.
Research output: Contribution to conference ? Paper ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C., Vanstone, B. J., Luethi, D., Erb, P., Otziger, S. & Smith, P., 18 Dec 2020
Research output: Other contribution - Published
Tiwari, M., Gepp, A. & Kumar, K., 1 Jun 2020, p. 35.
Research output: Contribution to conference ? Paper ? peer-review - Published
Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., 1 Feb 2020.
Research output: Contribution to conference ? Paper - Published
Croom, S., Erdelyi, R., Gepp, A. & Mills, R., 2020, Corporate Psychopathy. Fritzon, K., Brooks, N. & Croom, S. (eds.). United Kingdom: Palgrave Macmillan, p. 201-202 2 p.
Research output: Chapter in Book/Report/Conference proceeding ? Chapter - Published
Tiwari, M., Gepp, A. & Kumar, K., 1 May 2020, In: Contemporary Crises. 73, 4, p. 417-441 25 p.
Research output: Contribution to journal ? Article ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Sept 2020.
Research output: Contribution to conference ? Paper ? peer-review - Published
Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Sept 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Fournier-Viger, P., Ali, M. & Sasaki, J. (eds.). Germany: Springer, p. 210-221 12 p. (Lecture Notes in Computer Science; vol. 12144).
Research output: Chapter in Book/Report/Conference proceeding ? Chapter ? peer-review
2019
- Published
Tiwari, M., Gepp, A. & Kumar, K., 1 May 2019, In: Fraud Magazine. 34, 3
Research output: Contribution to journal ? Article ? peer-review - Published
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
Gepp, A., Harris, G. & Vanstone, B. J., 27 Sept 2019, In: Accounting and Finance .
Research output: Contribution to journal ? Article ? peer-review - Published
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Apr 2019.
Research output: Contribution to conference ? Paper - Published
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 - Published
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 - Published
Johnman, M., Gepp, A. & Vanstone, B. J., 2019, In: The Australasian Journal of Applied Finance. 2019, 3
Research output: Contribution to journal ? Article ? peer-review - Published
Gepp, A. & Kumar, K., 27 Dec 2019, Theoretical and Practical Approaches to Innovation in Higher Education. Makewa, L. N. (ed.). United States: IGI Global, p. 80-90 11 p.
Research output: Chapter in Book/Report/Conference proceeding ? Chapter - Published
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 - Published
Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Feb 2019, In: BMC Health Services Research. 19, 1, p. 1-8 8 p.
Research output: Contribution to journal ? Article ? peer-review - Published
Johnman, M., Gepp, A. & Vanstone, B. J., 1 Jun 2019, p. 87.
Research output: Contribution to conference ? Paper
2018
- Published
Gepp, A. & Parker, M., 2018, Ivey Publishing.
Research output: Other contribution - Published
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.). Germany: Springer, p. 626-632 7 p. (Lecture Notes in Computer Science (LNCS)).
Research output: Chapter in Book/Report/Conference proceeding ? Chapter - Published
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
Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., 1 Jul 2018.
Research output: Contribution to conference ? Paper - Published
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 - Published
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 - Published
Hall, L., Earea, D., Gepp, A., Harris, G., Kelly, S. & Vanstone, B. J., 1 Jul 2018.
Research output: Contribution to conference ? Paper - Published
Johnman, M., Vanstone, B. J. & Gepp, A., 1 Nov 2018, In: Accounting and Finance . 58, S1, p. 253-274 22 p.
Research output: Contribution to journal ? Article ? peer-review - Published
Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 28 Mar 2018, In: Applied Clinical Informatics. 9, 1, p. 232-237 6 p.
Research output: Contribution to journal ? Article ? peer-review - Published
Vanstone, B. J., Gepp, A. & Harris, G., 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 Mahamed, O. & Ali, M. (eds.). Germany: Springer, p. 551-559 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Research output: Chapter in Book/Report/Conference proceeding ? Chapter - Published
Yee, A., Gepp, A., Kumar, K. & Vanstone, B. J., 2018.
Research output: Contribution to conference ? Paper - Published
Halteh, K., Kumar, K. & Gepp, A., 16 May 2018, In: Risks. 6, 2, 55.
Research output: Contribution to journal ? Article ? peer-review
2017
- Published
Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Jul 2017.
Research output: Contribution to conference ? Paper - Published
Vanstone, B. J. & Gepp, A., 21 Jul 2017.
Research output: Contribution to conference ? Paper
Activities
2024
Implementing machine learning models to develop an optimal strategy to mitigate customer churn with targeted interventions.
1 Sep 2024 – 30 Sep 2025
Activity: Consultancy (Consultant)Invited Panel Speaker on "Transforming Numbers into Insights: The Role of AI/ML in Advancing Business Practices"
24 Jun 2024
Links:
Creating a machine learning algorithm to predict customer churn likilyhood.
1 Feb 2024 – 30 Aug 2024
Activity: Consultancy (Consultant)
2023
Creating a data dashboard for JCB to showcase data from their production facility.
1 Nov 2023 – 1 Apr 2024
Activity: Consultancy (Consultant)
Projects
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25/08/2024 – 31/12/2024 (Active)
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01/05/2024 – 31/12/2024 (Active)
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01/05/2024 – 31/12/2024 (Active)
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22/03/2024 – 11/10/2024 (Finished)