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. 

Email a.gepp@bangor.ac.uk

2024

• CyhoeddwydAccountants’ 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
• E-gyhoeddi cyn argraffuAn 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
• CyhoeddwydAn 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., Meh 2024, Yn: International Journal of Sports Science and Coaching. 19, 3, t. 1130-1142 13 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• E-gyhoeddi cyn argraffuAnalysis 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 Awst 2024, (E-gyhoeddi cyn argraffu) Yn: International Journal of Performance Analysis in Sport. 18 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydDetecting Financial Statement Fraud: An Alternative Evaluation of Automated Tools Using Portfolio Performance
  Yee, A., Gepp, A., Kumar, K., Todd, J. & Vanstone, B., Meh 2024, Yn: Journal of Forensic and Investigative Accounting. 16, 1, 13 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydExploring 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 Medi 2024, Yn: Research in Higher Education. 65, 6, t. 1316-1339 24 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydFood 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
• CyhoeddwydLost 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
• CyhoeddwydTaking 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., Meh 2024, Yn: Accounting and Finance . 64, 2, t. 1569-1588
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydUsing 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
• Cyhoeddwyd世界で深刻化する食品犯罪、産地偽装問題　AIとブロックチェーンでの対策に期待
  Gepp, A. & Tiwari, M., 2024, Project Design Online.
  Allbwn ymchwil: Cyfraniad at gyhoeddiad arbenigol › Erthygl

2023

• CyhoeddwydA 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
• CyhoeddwydAI 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
• CyhoeddwydAdapting 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
• E-gyhoeddi cyn argraffuDeep 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
• CyhoeddwydEmpirical 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
• CyhoeddwydFactors 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
• CyhoeddwydMethods 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
• CyhoeddwydModernising 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
• CyhoeddwydModernising 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
• E-gyhoeddi cyn argraffuPitching 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
• CyhoeddwydResearch 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
• CyhoeddwydSuccesses, failures and lessons learned from developing Data Analytics programs within Business Schools in multiple countries, one of which won a national award
  Gepp, A., Medi 2023.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
• CyhoeddwydThe 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
• CyhoeddwydThe 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
• CyhoeddwydThe 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
• CyhoeddwydUsing 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

2022

• CyhoeddwydCredit 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
• CyhoeddwydImproving 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
• CyhoeddwydPerformance 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

2021

• CyhoeddwydAdvanced 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
• CyhoeddwydAudit 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
• CyhoeddwydEstimation 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
• CyhoeddwydEstimation 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
• CyhoeddwydFinancial 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
• CyhoeddwydGlobal 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
• CyhoeddwydLSMRealOptions: 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
• CyhoeddwydLifting 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
• CyhoeddwydModelling 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
• CyhoeddwydNFCP: 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
• CyhoeddwydShell Companies: Using a hybrid technique to detect illicit activities
  Tiwari, M., Gepp, A. & Kumar, K., 6 Gorff 2021.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

2020

• CyhoeddwydA 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
• CyhoeddwydBankruptcy 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
• CyhoeddwydFKF.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
• CyhoeddwydMoney 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
• CyhoeddwydProducing 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
• CyhoeddwydText 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
• CyhoeddwydThe 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
• CyhoeddwydVariable 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
• CyhoeddwydVariable 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

2019

• CyhoeddwydCan economic sanctions lead to fraud? Nations might turn to virtual currencies if slapped with restrictions
  Tiwari, M., Gepp, A. & Kumar, K., 1 Mai 2019, Yn: Fraud Magazine. 34, 3
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydDo 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
• CyhoeddwydFinancial Applications of Semidefinite Programming: A Review and Call for Interdisciplinary Research
  Gepp, A., Harris, G. & Vanstone, B. J., 27 Medi 2019, Yn: Accounting and Finance .
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydFinancial Literacy and Financial Decision-making: The mediating role of financial concerns
  Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Ebr 2019.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
• CyhoeddwydFinancial literacy amongst elderly Australians
  Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Ebr 2019, Yn: Accounting and Finance . 59, S1, t. 887-918 32 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydFinancial 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
• CyhoeddwydHarnessing Investor Sentiment Using Big Data Analytics
  Johnman, M., Gepp, A. & Vanstone, B. J., 2019, Yn: The Australasian Journal of Applied Finance. 2019, 3
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydHow 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
• CyhoeddwydImproving Mortality Models in the ICU with High-Frequency Data
  Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., 1 Medi 2019, Yn: International Journal of Medical Informatics. 129, t. 318-323 6 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydInvestigating Healthcare Contacts of Dialysis Patients by Age and Gender
  Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Chwef 2019, Yn: BMC Health Services Research. 19, 1, t. 1-8 8 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydUsing Customer Information and Bayesian Techniques to Enhance Persistence Modelling
  Johnman, M., Gepp, A. & Vanstone, B. J., 1 Meh 2019, t. 87.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

2018

• CyhoeddwydAn Introductory Note on Big Data and Data Analytics for Accountants and Auditors
  Gepp, A. & Parker, M., 2018, Ivey Publishing.
  Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall
• CyhoeddwydAutomatically Generating and Solving Eternity II Style Puzzles
  Harris, G., Vanstone, B. J. & Gepp, A., 30 Mai 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. (gol.). Germany: Springer, t. 626-632 7 t. (Lecture Notes in Computer Science (LNCS)).
  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
• CyhoeddwydBig data techniques in auditing research and practice: Current trends and future opportunities
  Gepp, A., Linnenluecke, M. K. & O'Neill, T. J., 1 Meh 2018, Yn: Journal of Accounting Literature. 40, t. 102-115 14 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydConsumption pattern, financial literacy and financial well-being: the course of retirement
  Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., 1 Gorff 2018.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
• CyhoeddwydFinancial-distress prediction of Islamic banks using tree-based stochastic techniques
  Halteh, K., Kumar, K. & Gepp, A., 22 Meh 2018, Yn: Managerial Finance. 44, 6, t. 759-773 15 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydGuest editorial
  Dunstan, K. & Gepp, A., 1 Ebr 2018, Yn: Pacific Accounting Review. 30, 2, t. 130-134 5 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydMarket 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 Gorff 2018.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
• CyhoeddwydPredicting FTSE 100 returns and volatility using sentiment analysis
  Johnman, M., Vanstone, B. J. & Gepp, A., 1 Tach 2018, Yn: Accounting and Finance . 58, S1, t. 253-274 22 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydText Mining and Automation for Processing of Patient Referrals
  Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 28 Maw 2018, Yn: Applied Clinical Informatics. 9, 1, t. 232-237 6 t.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
• CyhoeddwydThe Effect of Sentiment on Stock Price Prediction
  Vanstone, B. J., Gepp, A. & Harris, G., 30 Mai 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. (gol.). Germany: Springer, t. 551-559 9 t. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
• CyhoeddwydThe Financial Consequence of Integrity: Using Automated Fraud Detection for Investment
  Yee, A., Gepp, A., Kumar, K. & Vanstone, B. J., 2018.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
• CyhoeddwydUsing Cutting-Edge Tree-Based Stochastic Models to Predict Credit Risk
  Halteh, K., Kumar, K. & Gepp, A., 16 Mai 2018, Yn: Risks. 6, 2, 55.
  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

2017

• CyhoeddwydBig Data and ICU scoring systems
  Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Gorff 2017.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
• CyhoeddwydBond Business School, Bond University and intelliHQ
  Vanstone, B. J. & Gepp, A., 21 Gorff 2017.
  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

2024

• Mitigating Customer Churn - Phase 2

  Implementing machine learning models to develop an optimal strategy to mitigate customer churn with targeted interventions.

  1 Medi 2024 – 30 Medi 2025

  Gweithgaredd: Ymgynghoriad (Ymgynghorydd)
• 3RD INTERNATIONAL CONFERENCE OF THE JOURNAL OF INFORMATION SYSTEMS

  Invited Panel Speaker on "Transforming Numbers into Insights: The Role of AI/ML in Advancing Business Practices"

  24 Meh 2024

  Cysylltau:

  • https://www.monash.edu/indonesia/our-research/3rd-international-conference-of-the-journal-of-information-systems/agenda
  Gweithgaredd: Cymryd rhan mewn cynhadledd Academaidd (Siaradwr)
• Predicting Customer Churn

  Creating a machine learning algorithm to predict customer churn likilyhood.

  1 Chwef 2024 – 30 Awst 2024

  Gweithgaredd: Ymgynghoriad (Ymgynghorydd)

2023

• JCB Data Dashboard

  Creating a data dashboard for JCB to showcase data from their production facility.

  1 Tach 2023 – 1 Ebr 2024

  Gweithgaredd: Ymgynghoriad (Ymgynghorydd)

• Skills & Innovation voucher scheme - Snowdon Timber Products Ltd - Midi

  25/08/2024 – 17/10/2024 (Wedi gorffen)

• Skills & Innovation voucher scheme - Kodergarten - Maxi

  01/05/2024 – 31/10/2024 (Wedi gorffen)

• Skills & Innovation voucher scheme - Phoenix LBS - Midi

  01/05/2024 – 30/11/2024 (Wrthi'n gweithredu)

• S-FIS Data Analytics User Engagement

  22/03/2024 – 11/10/2024 (Wedi gorffen)