Professor Adrian Gepp
Athro mewn Dadansoddeg Data
- Erthygl adolygu › Ymchwil › Adolygwyd gan gymheiriaid
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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 Gorff 2021, Yn: Journal of the Royal Statistical Society Series A (Statistics in Society). 184, 4, t. 1610-1611Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl adolygu › adolygiad gan gymheiriaid
- Cyfraniad Arall › Ymchwil › Adolygwyd gan gymheiriaid
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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 Meh 2021Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall › adolygiad gan gymheiriaid
- Cyfraniad Arall › Ymchwil › Heb ei adolygu gan gymheiriaid
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An 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
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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 Rhag 2020Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall
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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 Ion 2021Allbwn ymchwil: Cyfraniad arall › Cyfraniad Arall
- Erthygl › Ymchwil
- 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
- 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
- Papur › Ymchwil › Adolygwyd gan gymheiriaid
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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
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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 Gorff 2021.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
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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
- Cyhoeddwyd
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., Medi 2023.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
- 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
- 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
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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 Medi 2020.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
- Papur › Ymchwil › Heb ei adolygu gan gymheiriaid
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Big Data and ICU scoring systems
Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Gorff 2017.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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Bond Business School, Bond University and intelliHQ
Vanstone, B. J. & Gepp, A., 21 Gorff 2017.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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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 Gorff 2018.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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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 Ebr 2019.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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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 Gorff 2018.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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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 Chwef 2022.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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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 Chwef 2020.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- 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
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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.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
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Using 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
- Pennod › Ymchwil › Adolygwyd gan gymheiriaid
- 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. 153-182Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid
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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 & SonsAllbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid
- 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. 121-151Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod › adolygiad gan gymheiriaid
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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 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
- Pennod › Ymchwil › Heb ei adolygu gan gymheiriaid
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Automatically 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
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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
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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
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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. (gol.). United Kingdom: Palgrave Macmillan, t. 201-202 2 t.Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
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The 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
- Erthygl › Ymchwil › Adolygwyd gan gymheiriaid
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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
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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
- 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. 1483–1492Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- 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
- 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
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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 Meh 2018, Yn: Journal of Accounting Literature. 40, t. 102-115 14 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Can 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, 3Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- 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
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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
- 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
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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 Meh 2021, Yn: Accounting and Finance . 61, 2, t. 3797-3819Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
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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 Chwef 2021, Yn: Accounting Research Journal. 34, 1, t. 106-112Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- 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
- 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
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Financial 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
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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 Awst 2021, Yn: Australian Journal of Management. 46, 3, t. 437-465Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
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Financial 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