Research output per year
Research output per year
- 41 results
Search results
-
2024
Analysis 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., 2024, (Accepted/In press) In: International Journal of Performance Analysis in Sport. p. 1-18 18 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile11 Downloads (Pure) -
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. p. 1-24 24 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile51 Downloads (Pure) -
Detecting Financial Statement Fraud: An Alternative Evaluation of Automated Tools Using Portfolio Performance
Yee, A., Gepp, A., Kumar, K., Todd, J. & Vanstone, B. J., 2024, In: Journal of Forensic and Investigative Accounting. 16, 1, p. 45-57 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
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., 16 Mar 2024, In: Research in Higher Education. p. 1-24 24 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile34 Downloads (Pure) -
Using Machine Learning Techniques to Assess the Financial Impact of the COVID-19 Pandemic on the Global Aviation Industry
Halteh, K., AlKhoury, R., Adek Ziadat, S., Gepp, A. & Kumar, K., Mar 2024, In: Transportation Research Interdisciplinary Perspectives. 24, p. 1-10 10 p., 101043.Research output: Contribution to journal › Article › Professional › peer-review
Open AccessFile63 Downloads (Pure) -
2023
A Big Data Framework to Address Building Sum Insured Misestimation
Roberts, C., Gepp, A. & Todd, J., 28 Aug 2023, In: Big Data Research. 33, p. 1-13 13 p., 100396.Research output: Contribution to journal › Article › Professional › peer-review
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Adapting Deep Learning Models between Regional Markets
Tonkin, I., Gepp, A., Harris, G. & Vanstone, B. J., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1483-1492 10 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile192 Downloads (Pure) -
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, In: International Journal of Sports Science and Coaching.Research output: Contribution to journal › Article › Professional › peer-review
Open AccessFile2 Citations (Scopus)57 Downloads (Pure) -
Empirical validation of ELM trained neural networks for financial modelling
Novykov, V., Bilson, C. M., Gepp, A., Harris, G. & Vanstone, B. J., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1581-1605 25 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile5 Citations (Scopus)141 Downloads (Pure) -
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, p. 1-11 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile91 Downloads (Pure) -
Modernising operational risk management in financial institutions via data-driven causal factors analysis: A pre-registered report
Cornwell, N., Bilson, C. M., Gepp, A., Stern, S. & Vanstone, B. J., Feb 2023, In: Pacific Basin Finance Journal. 77, 16 p., 101906.Research output: Contribution to journal › Article › Professional › peer-review
7 Citations (Scopus) -
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. J., Jun 2023, In: Pacific Basin Finance Journal. 79, p. 1-23 23 p., 102011.Research output: Contribution to journal › Article › Professional › peer-review
Open AccessFile2 Citations (Scopus)129 Downloads (Pure) -
Pitching business school researcher profiles
Faff, R. W., Mathuva, D., Brosnan, M., Hoffman, 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, In: Journal of Accounting Literature. p. 1-26 26 p.Research output: Contribution to journal › Article › Research › peer-review
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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., 2023, In: Accounting and Finance. p. 1-20 20 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile69 Downloads (Pure) -
The Impact of Housing Tenure on Financial Wellbeing Among Elderly Australians
Gignac, G. E., Gepp, A., O’Neill, T. J. & Xue, R., 27 Dec 2023, In: Social Indicators Research. p. 1-21 21 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
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., 2023, In: Journal of the Operational Research Society. 74, 1, p. 374-402 29 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile16 Citations (Scopus)2571 Downloads (Pure) -
2022
Improving decision making in the management of hospital readmissions using modern survival analysis techniques
Todd, J., Gepp, A., Stern, S. & Vanstone, B. J., May 2022, In: Decision Support Systems. 156, 113747.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile9 Citations (Scopus)104 Downloads (Pure) -
2021
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., Jun 2021, In: Accounting and Finance. 61, 2, p. 3797-3819 23 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile3 Citations (Scopus)145 Downloads (Pure) -
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. 106-112 7 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)161 Downloads (Pure) -
Financial Literacy and Financial Strategies: The mediating role of financial concerns
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Aug 2021, In: Australian Journal of Management. 46, 3, p. 437-465 29 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile17 Citations (Scopus)784 Downloads (Pure) -
Global money laundering appeal index: application of principal component analysis
Tiwari, M., Gepp, A. & Kumar, K., 20 Oct 2021, (E-pub ahead of print) In: Journal of Money Laundering Control.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile228 Downloads (Pure) -
Lifting the Numbers Game: Identifying key input variables and a best-performing model to detect financial statement fraud
Gepp, A., Kumar, K. & Bhattacharya, S., Sept 2021, In: Accounting and Finance. 61, 3, p. 4601-4638 38 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile13 Citations (Scopus)262 Downloads (Pure) -
2020
A Review of Money Laundering Literature: The State of Research in Key Areas
Tiwari, M., Gepp, A. & Kumar, K., 2 Apr 2020, In: Pacific Accounting Review. 32, 2, p. 271-303 33 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile47 Citations (Scopus)9725 Downloads (Pure) -
Financial Applications of Semidefinite Programming: A Review and Call for Interdisciplinary Research
Gepp, A., Harris, G. & Vanstone, B. J., Dec 2020, In: Accounting and Finance. 60, 4, p. 3527-3555 29 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile6 Citations (Scopus)658 Downloads (Pure) -
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., Dec 2020, In: Accounting and Finance. 60, 4, p. 4361-4386 26 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile28 Citations (Scopus)565 Downloads (Pure) -
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 May 2020, In: Crime, Law and Social Change. 73, 4, p. 417-441 25 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile28 Citations (Scopus)675 Downloads (Pure) -
2019
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 › Research › peer-review
Open AccessFile21 Citations (Scopus)313 Downloads (Pure) -
Financial literacy amongst elderly Australians
Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2019, In: Accounting and Finance. 59, S1, p. 887-918 32 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile44 Citations (Scopus)479 Downloads (Pure) -
Harnessing Investor Sentiment Using Big Data Analytics
Johnman, M., Gepp, A. & Vanstone, B. J., 2019, In: Journal of the Australian Society of Security Analysts. 2019, 3Research output: Contribution to journal › Article › Research › peer-review
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Improving Mortality Models in the ICU with High-Frequency Data
Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., Sept 2019, In: International Journal of Medical Informatics. 129, p. 318-323 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile4 Citations (Scopus)176 Downloads (Pure) -
Investigating Healthcare Contacts of Dialysis Patients by Age and Gender
Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Feb 2019, In: BMC Health Services Research. 19, 1, p. 1-8 8 p., 136.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile176 Downloads (Pure) -
2018
An Introductory Note on Big Data and Data Analytics for Accountants and Auditors
Gepp, A. & Parker, M., 2018, Ivey Publishing [Case Studies], 9B18B013.Research output: Contribution to specialist publication › Article › Education
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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 › Research › peer-review
Open AccessFile189 Citations (Scopus)3223 Downloads (Pure) -
Financial-distress prediction of Islamic banks using tree-based stochastic techniques
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 › Research › peer-review
Open AccessFile29 Citations (Scopus)447 Downloads (Pure) -
Predicting FTSE 100 returns and volatility using sentiment analysis
Johnman, M., Vanstone, B. J. & Gepp, A., Nov 2018, In: Accounting and Finance. 58, S1, p. 253-274 22 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile33 Citations (Scopus)706 Downloads (Pure) -
Text Mining and Automation for Processing of Patient Referrals
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 › Research › peer-review
Open Access10 Citations (Scopus) -
Using Cutting-Edge Tree-Based Stochastic Models to Predict Credit Risk
Halteh, K., Kumar, K. & Gepp, A., 16 May 2018, In: Risks. 6, 2, 13 p., 55.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile11 Citations (Scopus)172 Downloads (Pure) -
2012
A comparative analysis of decision trees vis-a-vis other computational data mining techniques in automotive insurance fraud detection
Gepp, A., Wilson, J. H., Kumar, K. & Bhattacharya, S., 1 Jul 2012, In: Journal of Data Science. 10, 3, p. 537-561 25 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1210 Downloads (Pure) -
2010
Business failure prediction using decision trees
Gepp, A., Kumar, K. & Bhattacharya, S., Sept 2010, In: Journal of Forecasting. 29, 6, p. 536-555 20 p.Research output: Contribution to journal › Article › Research › peer-review
101 Citations (Scopus)2 Downloads (Pure) -
2009
A review of procedures to evolve quantum algorithms
Gepp, A. & Stocks, P., Jun 2009, In: Genetic Programming and Evolvable Machines. 10, 2, p. 181-228 48 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile24 Citations (Scopus)413 Downloads (Pure) -
2008
The role of survival analysis in financial distress prediction
Gepp, A. & Kumar, K., 1 Jun 2008, In: International Research Journal of Finance and Economics. 16, 16, p. 13-34 22 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1513 Downloads (Pure)