Porth Ymchwil

Professor Adrian Gepp

Athro mewn Dadansoddeg Data

Aelodaeth

Dolenni cyswllt

ORCID: 0000-0003-1666-5501

Contact info

Email a.gepp@bangor.ac.uk

1 - 50 o blith 72Maint y tudalen: 50
Trefnu yn ôl: Blwyddyn gyhoeddi
  1. 2024
  2. E-gyhoeddi cyn argraffu

    An investigation into accounting and business students’ employability beliefs

    Kercher, K., Todd, J., Gill, C., Bennett, D. & Gepp, A., 4 Ebr 2024, (E-gyhoeddi cyn argraffu) Yn: Accounting Education.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  3. Cyhoeddwyd

    Food fraud is a growing economic and health issue – but AI and blockchain technology can help combat it

    Gepp, A. & Tiwari, M., 2 Ebr 2024, The Conversation.

    Allbwn ymchwil: Cyfraniad at gyhoeddiad arbenigol › Erthygl

  4. Using Machine Learning Techniques to Assess the Financial Impact of the COVID-19 Pandemic on the Global Aviation Industry

    Halteh, K., AlKhoury, R., Adel Ziadat, S., Gepp, A. & Kumar, K., Maw 2024, Yn: Transportation Research Interdisciplinary Perspectives. 101043.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  5. Wedi ei Dderbyn / Yn y wasg

    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 Chwef 2024, (Wedi ei Dderbyn / Yn y wasg) Yn: Research in Higher Education.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  6. Cyhoeddwyd

    Accountants’ Attitudes to Digital Technology: A Barrier to the Digital Transformation of Accounting?

    Busulwa, R., Birt, J., Gepp, A. & Oates, G., Chwef 2024, Digital Transformation in Accounting and Auditing: Navigating Technological Advances for the Future. Springer, t. 153-182

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid

  7. Cyhoeddwyd

    Lost in Translation? The Required Vs. Actual Technology Skills of Accountants

    Busulwa, R., Birt, J., Gepp, A. & Oates, G., Chwef 2024, Digital Transformation in Accounting and Auditing: Navigating Technological Advances for the Future. Springer, t. 121-151

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid

  8. 2023
  9. Cyhoeddwyd

    The Impact of Housing Tenure on Financial Wellbeing Among Elderly Australians

    Gignac, G., Gepp, A., O'Neill, T. J. & Xue, R., 27 Rhag 2023, Yn: Social Indicators Research. 171, t. 655-675

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  10. E-gyhoeddi cyn argraffu

    Deep learning applications in investment portfolio management: a systematic literature review

    Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., 18 Rhag 2023, (E-gyhoeddi cyn argraffu) Yn: Journal of Accounting Literature.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  11. Cyhoeddwyd

    Research ideas matter: Guidance for research students and early career researchers

    Duncan, K., Gepp, A., Craig, J. & O'Neill, H., 1 Rhag 2023, Yn: Pacific-Basin Finance Journal. 82, 102153.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  12. E-gyhoeddi cyn argraffu

    Taking the hunch out of the crunch: A framework to improve variable selection in models to detect financial statement fraud

    Gepp, A., Kumar, K. & Bhattacharya, S., 27 Hyd 2023, (E-gyhoeddi cyn argraffu) Yn: Accounting and Finance .

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  13. E-gyhoeddi cyn argraffu

    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., 5 Hyd 2023, (E-gyhoeddi cyn argraffu) Yn: International Journal of Sports Science and Coaching.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  14. E-gyhoeddi cyn argraffu

    Pitching business school researcher profiles

    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 Medi 2023, (E-gyhoeddi cyn argraffu) Yn: Journal of Accounting Literature.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  15. Cyhoeddwyd

    Factors influencing the choice of technique to launder funds: The APPT framework

    Tiwari, M., Ferrill, J., Gepp, A. & Kumar, K., Medi 2023, Yn: Journal of Economic Criminology. 1, 100006.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  16. Cyhoeddwyd
  17. Cyhoeddwyd

    The Quest for Optimal Trade Execution: Statistical Models vs Reinforcement Learning

    Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Medi 2023.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  18. A Big Data Framework to Address Building Sum Insured Misestimation

    Roberts, C., Gepp, A. & Todd, J., 28 Awst 2023, Yn: Big Data Research. 33, 100396.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  19. Cyhoeddwyd

    AI threatens to add to the growing wave of fraud but is also helping tackle it

    Jones, L. & Gepp, A., 10 Awst 2023, The Conversation.

    Allbwn ymchwil: Cyfraniad at gyhoeddiad arbenigol › Erthygl

  20. Cyhoeddwyd

    Modernising operational risk management in financial institutions via data-driven causal factors analysis: A pre-registered study

    Cornwell, N., Bilson, C., Gepp, A., Stern, S. & Vanstone, B., Meh 2023, Yn: Pacific-Basin Finance Journal. 79, 102011.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  21. Cyhoeddwyd

    Using Data Analytics to Distinguish Legitimate and Illegitimate Shell Companies

    Gepp, A., Tiwari, M. & Kumar, K., Ebr 2023.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  22. Methods of performance analysis in women's Australian football: A scoping review

    Van der Vegt, B., Gepp, A., Keogh, J. W. L. & Farley, J. B., 13 Maw 2023, Yn: PeerJ. 11, e14946.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  23. Cyhoeddwyd

    Modernising operational risk management in financial institutions via data-driven causal factors analysis: A pre-registered report

    Cornwell, N., Bilson, C., Gepp, A., Stern, S. & Vanstone, B., Chwef 2023, Yn: Pacific-Basin Finance Journal. 77, 101906.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  24. Cyhoeddwyd

    Adapting deep learning models between regional markets

    Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Ion 2023, Yn: Neural Computing and Applications. 35, 2, t. 1483–1492

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  25. Cyhoeddwyd

    Empirical validation of ELM trained neural networks for financial modelling

    Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., Ion 2023, Yn: Neural Computing and Applications. 35, 2, t. 1581-1605 25 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  26. Cyhoeddwyd

    The Role of Data Analytics within Operational Risk Management: A Systematic Review from the Financial Services and Energy Sectors

    Cornwell, N., Bilson, C. M., Gepp, A., Stern, S. & Vanstone, B. J., Ion 2023, Yn: Journal of the Operational Research Society. 74, 1, t. 374-402

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  27. 2022

  28. Credit Rating Forecasting Using Machine Learning Techniques

    Wallis, M., Kumar, K. & Gepp, A., 1 Mai 2022, Research Anthology on Machine Learning Techniques, Methods, and Applications. United States: IGI Global, t. 734-752 19 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod

  29. Cyhoeddwyd

    Improving decision making in the management of hospital readmissions using modern survival analysis techniques

    Todd, J., Gepp, A., Stern, S. & Vanstone, B., Mai 2022, Yn: Decision Support Systems. 156, 113747.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  30. Performance analysis in women's Australian football: A review of current literature, challenges, and its potential for future research

    Van der Vegt, B., Farley, J. B., Gepp, A. & Keogh, J. W. L., 1 Chwef 2022.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  31. 2021

  32. Global money laundering appeal index: application of principal component analysis

    Tiwari, M., Gepp, A. & Kumar, K., 20 Hyd 2021, Yn: Journal of Money Laundering Control. 26, 1

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  33. Audit Data Analytics

    Gepp, A. & Johnson, R., 1 Medi 2021, Auditing: A Practical Approach with Data Analytics. Johnson, R. N. & Wiley, L. D. (gol.). 2nd gol. United States: John Wiley & Sons

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid

  34. Lifting the Numbers Game: Identifying key input variables and a best-performing model to detect financial statement fraud

    Gepp, A., Kumar, K. & Bhattacharya, S., 1 Medi 2021, Yn: Accounting and Finance . 61, 3, t. 4601-4638 38 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  35. Financial Literacy and Financial Strategies: The mediating role of financial concerns

    Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Awst 2021, Yn: Australian Journal of Management. 46, 3, t. 437-465

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  36. Cyhoeddwyd

    Shell Companies: Using a hybrid technique to detect illicit activities

    Tiwari, M., Gepp, A. & Kumar, K., 6 Gorff 2021.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  37. Advanced Statistics with Applications in R, Eugene Demidenko, 2020, Wiley Series in Probability and Statistics, John Wiley and Sons USA

    Gepp, A., 5 Gorff 2021, Yn: Journal of the Royal Statistical Society Series A (Statistics in Society). 184, 4, t. 1610-1611

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl adolygu › adolygiad gan gymheiriaid

  38. Modelling Oil and Copper Commodity Prices Through Term Structure Estimation: New R Package NFCP useful in future commodity pricing research

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Gorff 2021.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  39. LSMRealOptions: Value American and Real Options Through LSM Simulation

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 26 Meh 2021

    Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall › adolygiad gan gymheiriaid

  40. 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 Meh 2021, Yn: Accounting and Finance . 61, 2, t. 3797-3819

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  41. 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 Chwef 2021, Yn: Accounting Research Journal. 34, 1, t. 106-112

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  42. NFCP: N-Factor Commodity Pricing Through Term Structure Estimation

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 13 Ion 2021

    Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall

  43. 2020

  44. FKF.SP: Fast Kalman Filtering Through Sequential Processing

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C., Vanstone, B. J., Luethi, D., Erb, P., Otziger, S. & Smith, P., 18 Rhag 2020

    Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall

  45. Variable Transformation to a 2x2 domain space for Edge Matching Puzzles

    Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Medi 2020.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  46. Variable transformation to a 2×2 Domain Space for Edge Matching Puzzles

    Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Medi 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. (gol.). Germany: Springer, t. 210-221 12 t. (Lecture Notes in Computer Science; Cyfrol 12144).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid

  47. Bankruptcy Prediction of Australian SMEs and Large Companies

    Halteh, K., Gepp, A. & Kumar, K., 1 Meh 2020.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  48. Money Laundering: Using a hybrid approach to detect illicit shell companies

    Tiwari, M., Gepp, A. & Kumar, K., 1 Meh 2020, t. 35.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  49. The future of raising finance - a new opportunity to commit fraud: a review of initial coin offering (ICOs) scams

    Tiwari, M., Gepp, A. & Kumar, K., 1 Mai 2020, Yn: Contemporary Crises. 73, 4, t. 417-441 25 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  50. A Review of Money Laundering Literature: The State of Research in Key Areas

    Tiwari, M., Gepp, A. & Kumar, K., 18 Maw 2020, Yn: Pacific Accounting Review. 32, 2, t. 271-303 33 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  51. Producing actionable data-driven insights to improve athlete and team performance

    Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., 1 Chwef 2020.

    Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  52. Text Box 7.1 Fraud and corporate psychopathy

    Croom, S., Erdelyi, R., Gepp, A. & Mills, R., 2020, Corporate Psychopathy. Fritzon, K., Brooks, N. & Croom, S. (gol.). United Kingdom: Palgrave Macmillan, t. 201-202 2 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod

  53. 2019

  54. How to Improve Teaching Using Blended Learning

    Gepp, A. & Kumar, K., 27 Rhag 2019, Theoretical and Practical Approaches to Innovation in Higher Education. Makewa, L. N. (gol.). United States: IGI Global, t. 80-90 11 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod

  55. Do News and Sentiment play a role in Stock Price Prediction?

    Vanstone, B. J., Gepp, A. & Harris, G., 1 Tach 2019, Yn: Applied Intelligence. 49, 11, t. 3815-3820 6 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  56. 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 Medi 2019, Yn: Accounting and Finance .

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

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