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
- Review article › Research › Peer-reviewed
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Advanced Statistics with Applications in R, Eugene Demidenko, 2020, Wiley Series in Probability and Statistics, John Wiley and Sons USA
Gepp, A., 5 Jul 2021, In: Journal of the Royal Statistical Society Series A (Statistics in Society). 184, 4, p. 1610-1611Research output: Contribution to journal › Review article › peer-review
- Other contribution › Research › Peer-reviewed
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LSMRealOptions: Value American and Real Options Through LSM Simulation
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 26 Jun 2021Research output: Other contribution › peer-review
- Other contribution › Research › Not peer-reviewed
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An Introductory Note on Big Data and Data Analytics for Accountants and Auditors
Gepp, A. & Parker, M., 2018, Ivey Publishing.Research output: Other contribution
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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 Dec 2020Research output: Other contribution
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NFCP: N-Factor Commodity Pricing Through Term Structure Estimation
Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 13 Jan 2021Research output: Other contribution
- Article › Research
- Published
AI threatens to add to the growing wave of fraud but is also helping tackle it
Jones, L. & Gepp, A., 10 Aug 2023, The Conversation.Research output: Contribution to specialist publication › Article
- Paper › Research › Peer-reviewed
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Bankruptcy Prediction of Australian SMEs and Large Companies
Halteh, K., Gepp, A. & Kumar, K., 1 Jun 2020.Research output: Contribution to conference › Paper › peer-review
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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 Jul 2021.Research output: Contribution to conference › Paper › peer-review
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Money Laundering: Using a hybrid approach to detect illicit shell companies
Tiwari, M., Gepp, A. & Kumar, K., 1 Jun 2020, p. 35.Research output: Contribution to conference › Paper › peer-review
- Published
Successes, failures and lessons learned from developing Data Analytics programs within Business Schools in multiple countries, one of which won a national award
Gepp, A., Sept 2023.Research output: Contribution to conference › Paper › peer-review
- Published
The Quest for Optimal Trade Execution: Statistical Models vs Reinforcement Learning
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Sept 2023.Research output: Contribution to conference › Paper › peer-review
- Published
Using Data Analytics to Distinguish Legitimate and Illegitimate Shell Companies
Gepp, A., Tiwari, M. & Kumar, K., Apr 2023.Research output: Contribution to conference › Paper › peer-review
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Variable Transformation to a 2x2 domain space for Edge Matching Puzzles
Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Sept 2020.Research output: Contribution to conference › Paper › peer-review
- Paper › Research › Not peer-reviewed
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Big Data and ICU scoring systems
Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Jul 2017.Research output: Contribution to conference › Paper
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Bond Business School, Bond University and intelliHQ
Vanstone, B. J. & Gepp, A., 21 Jul 2017.Research output: Contribution to conference › Paper
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Consumption pattern, financial literacy and financial well-being: the course of retirement
Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., 1 Jul 2018.Research output: Contribution to conference › Paper
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Financial Literacy and Financial Decision-making: The mediating role of financial concerns
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Apr 2019.Research output: Contribution to conference › Paper
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Market reactions to ASIC media releases: abnormal returns around ASIC “Name and Shame” disclosures
Hall, L., Earea, D., Gepp, A., Harris, G., Kelly, S. & Vanstone, B. J., 1 Jul 2018.Research output: Contribution to conference › Paper
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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 Feb 2022.Research output: Contribution to conference › Paper
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Producing actionable data-driven insights to improve athlete and team performance
Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., 1 Feb 2020.Research output: Contribution to conference › Paper
- Published
Shell Companies: Using a hybrid technique to detect illicit activities
Tiwari, M., Gepp, A. & Kumar, K., 6 Jul 2021.Research output: Contribution to conference › Paper
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The Financial Consequence of Integrity: Using Automated Fraud Detection for Investment
Yee, A., Gepp, A., Kumar, K. & Vanstone, B. J., 2018.Research output: Contribution to conference › Paper
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Using Customer Information and Bayesian Techniques to Enhance Persistence Modelling
Johnman, M., Gepp, A. & Vanstone, B. J., 1 Jun 2019, p. 87.Research output: Contribution to conference › Paper
- Chapter › Research › Peer-reviewed
- Published
Accountants’ Attitudes to Digital Technology: A Barrier to the Digital Transformation of Accounting?
Busulwa, R., Birt, J., Gepp, A. & Oates, G., Feb 2024, Digital Transformation in Accounting and Auditing: Navigating Technological Advances for the Future. Springer, p. 153-182Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Audit Data Analytics
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 & SonsResearch output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
- Published
Lost in Translation? The Required Vs. Actual Technology Skills of Accountants
Busulwa, R., Birt, J., Gepp, A. & Oates, G., Feb 2024, Digital Transformation in Accounting and Auditing: Navigating Technological Advances for the Future. Springer, p. 121-151Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Variable transformation to a 2×2 Domain Space for Edge Matching Puzzles
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
- Chapter › Research › Not peer-reviewed
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Automatically Generating and Solving Eternity II Style Puzzles
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
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Credit Rating Forecasting Using Machine Learning Techniques
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
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How to Improve Teaching Using Blended Learning
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
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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. (eds.). United Kingdom: Palgrave Macmillan, p. 201-202 2 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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The Effect of Sentiment on Stock Price Prediction
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
- Article › Research › Peer-reviewed
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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
- E-pub ahead of print
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 Oct 2023, (E-pub ahead of print) In: International Journal of Sports Science and Coaching.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
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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
- Accepted/In press
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 Feb 2024, (Accepted/In press) In: Research in Higher Education.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