Professor Adrian Gepp

Professor in Data Analytics

a.gepp@bangor.ac.uk

Professor Adrian Gepp

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.?

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.

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
  • 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

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:

    Activity: Participation in Academic conference (Speaker)

  • 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)

  • 25/08/2024 – 17/10/2024 (Finished)

  • 01/05/2024 – 31/10/2024 (Finished)

  • 01/05/2024 – 30/11/2024 (Active)

  • 22/03/2024 – 11/10/2024 (Finished)