Photo of Adrian Gepp
  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

Accepting PhD Students

20062020

Research output per year

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Research Output

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 journalArticleResearchpeer-review

Open Access
File
57 Downloads (Pure)

Addressing the problem of financial statement fraud: Better detection through improved models

Gepp, A., 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

A new framework for selecting variables in fraud detection research

Gepp, A. & Kumar, K., 2015, p. 1-1. 1 p.

Research output: Contribution to conferenceAbstractResearchpeer-review

An Introductory Note on Big Data and Data Analytics for Accountants and Auditors

Gepp, A. & Parker, M., 2018, Ivey Publishing.

Research output: Other contributionResearchpeer-review

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

Tiwari, M., Gepp, A. & Kumar, K., 20 Mar 2020, In : Pacific Accounting Review. 33 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
153 Downloads (Pure)

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 journalArticleResearchpeer-review

Open Access
File
11 Citations (Scopus)
190 Downloads (Pure)

Audit Data Analytics

Gepp, A. & Johnson, R., 2019, Auditing: A Practical Approach with Data Analytics. Johnson, R. N. & Wiley, L. D. (eds.). New York: John Wiley & Sons, p. 273-324 52 p.

Research output: Chapter in Book/Report/Conference proceedingChapterEducationpeer-review

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.). Cham: Springer, p. 626-632 7 p. (Lecture Notes in Computer Science (LNCS); vol. 10868).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
File
142 Downloads (Pure)

Bankruptcy Prediction of Australian SMEs and Large Companies

Halteh, K., Gepp, A. & Kumar, K., Jun 2020, (Unpublished).

Research output: Contribution to conferenceAbstractResearchpeer-review

File

Big Data and ICU scoring systems

Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Jul 2017.

Research output: Contribution to conferencePosterResearch

Big Data and ICU Scoring Systems

Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 2017, p. 47-48. 2 p.

Research output: Contribution to conferenceAbstractResearchpeer-review

Open Access

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 journalArticleResearchpeer-review

Open Access
File
35 Citations (Scopus)
908 Downloads (Pure)

Bond Business School, Bond University and intelliHQ

Vanstone, B. J. & Gepp, A., 21 Jul 2017.

Research output: Contribution to conferencePresentationResearch

Business failure prediction using decision trees

Gepp, A., Kumar, K. & Bhattacharya, S., Sep 2010, In : Journal of Forecasting. 29, 6, p. 536-555 20 p.

Research output: Contribution to journalArticleResearchpeer-review

68 Citations (Scopus)
2 Downloads (Pure)

Business failure prediction using statistical techniques: A review

Gepp, A. & Kumar, K., 2012, Some recent developments in statistical theory and applications. Kumar, K. & Chaturvedi, A. (eds.). Florida: Brown Walker Press, p. 1-25 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Business failure prediction using survival analysis

Gepp, A. & Kumar, K., 2006, p. 318-332. 15 p.

Research output: Contribution to conferencePaperResearchpeer-review

Can economic sanctions lead to fraud? Nations might turn to virtual currencies if slapped with restrictions

Tiwari, M., Gepp, A. & Kumar, K., May 2019, In : Fraud Magazine. 34, 3

Research output: Contribution to journalMagazine ArticleResearch

Open Access
File
29 Downloads (Pure)

Consumption pattern, financial literacy and financial well-being: the course of retirement

Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., Jul 2018.

Research output: Contribution to conferenceOtherResearchpeer-review

Credit Rating Forecasting Using Machine Learning Techniques

Wallis, M., Kumar, K. & Gepp, A., Feb 2019, Managerial Perspectives on Intelligent Big Data Analytics. Sun, Z. (ed.). IGI Global, p. 180-198 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Detecting fraud in corporate financial statements using trees and forests

Kumar, K., Gepp, A. & Bhattacharya, S., 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

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 journalArticleResearchpeer-review

Open Access
File
2 Citations (Scopus)
17 Downloads (Pure)

Evaluating the threat posed by quantum computing to the security of online business systems

Harris, G. & Gepp, A., 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Financial Applications of Semidefinite Programming: A Review and Call for Interdisciplinary Research

Gepp, A., Harris, G. & Vanstone, B. J., 27 Sep 2019, In : Accounting and Finance. 29 p.

Research output: Contribution to journalArticleResearchpeer-review

Financial distress prediction: A cost-sensitive study using accounting ratios that compares multiple modelling techniques

Gepp, A. & Kumar, K., 2014.

Research output: Contribution to conferenceAbstractResearchpeer-review

Financial Distress Prediction in the Australian Mining Industry using Tree-Based Stochastic Techniques

Halteh, K., Gepp, A. & Kumar, K., Nov 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Financial-distress prediction of Islamic banks using tree-based stochastic techniques

Halteh, K., Kumar, K. & Gepp, A., 11 Jun 2018, In : Managerial Finance. 44, 6, p. 759-773 15 p.

Research output: Contribution to journalArticleResearchpeer-review

File
3 Citations (Scopus)
227 Downloads (Pure)

Financial distress prediction using cutting-edge statistical techniques

Halteh, K., Gepp, A. & Kumar, K., 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Financial distress prediction using decision trees and survival analysis

Gepp, A. & Kumar, K., 2012.

Research output: Contribution to conferenceAbstractResearchpeer-review

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 journalArticleResearchpeer-review

Open Access
File
8 Citations (Scopus)
170 Downloads (Pure)

Financial Literacy and Financial Decision-making: The mediating role of financial concerns

Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., Apr 2019.

Research output: Contribution to conferencePresentationResearchpeer-review

Open Access
File
327 Downloads (Pure)

Financial Statement Fraud Detection and Possible link to Company Failure

Gepp, A., Kumar, K. & Bhattacharya, S., 2012.

Research output: Contribution to conferencePosterResearch

Open Access
File
3 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., 30 Sep 2019, In : Accounting and Finance.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Guest editorial

Dunstan, K. & Gepp, A., Apr 2018, In : Pacific Accounting Review. 30, 2, p. 130-134 5 p.

Research output: Contribution to journalEditorialResearch

1 Citation (Scopus)

Harnessing Investor Sentiment Using Big Data Analytics

Johnman, M., Gepp, A. & Vanstone, B. J., 2019, In : The Australasian Journal of Applied Finance. 2019, 3

Research output: Contribution to journalArticleResearchpeer-review

Open Access

How do you best facilitate MBA students to discover how they best learn in an online environment?

Gepp, A., 2013.

Research output: Contribution to conferenceAbstractResearchpeer-review

How to Improve Teaching Using Blended Learning

Gepp, A. & Kumar, K., 2019, Theoretical and Practical Approaches to Innovation in Higher Education. Makewa, L. N. (ed.). IGI Global, p. 80-90 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapterEducationpeer-review

File
65 Downloads (Pure)

Improved models to detect fraud in financial statements

Gepp, A., Kumar, K. & Bhattacharya, S., 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Improving models that detect financial statement fraud: A new framework to guide variable selection

Gepp, A., Kumar, K. & Bhattacharya, S., 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Improving Mortality Models in the ICU with High-Frequency Data

Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., Sep 2019, In : International Journal of Medical Informatics. 129, p. 318-323 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

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 journalArticleResearchpeer-review

Open Access
File
120 Downloads (Pure)

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, (Unpublished).

Research output: Contribution to conferencePresentationResearchpeer-review

File
7 Downloads (Pure)

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

Tiwari, M., Gepp, A. & Kumar, K., Jun 2020, (Unpublished).

Research output: Contribution to conferenceAbstractResearchpeer-review

File
1 Downloads (Pure)

Predicting financial distress: A comparison of survival analysis and decision tree techniques

Gepp, A. & Kumar, K., 1 Jan 2015, Eleventh International Conference on Communication Networks, ICCN 2015/India eleventh International Conference on Data Mining and Warehousing ICDMW 2015/India eleventh International Conference on Image and Signal Processing, ICISP 2015. Shenoy, PD., Iyengar, SS., Raja, KB., Venugopal, KR., Buyya, R. & Patnaik, LM. (eds.). Elsevier, Vol. 54. p. 396-404 9 p. (Procedia Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
26 Citations (Scopus)
135 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 journalArticleResearchpeer-review

Open Access
File
5 Citations (Scopus)
166 Downloads (Pure)

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

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

Research output: Contribution to conferenceAbstractResearch

Open Access
File
3 Downloads (Pure)

Special Issue: Forensic Accounting Teaching and Research

Dunstan, K. (ed.) & Gepp, A. (ed.), Apr 2018, In : Pacific Accounting Review. 30, 2

Research output: Contribution to journalSpecial issueResearch

Text Box 7.1 Fraud and corporate psychopathy

Croom, S., Erdelyi, R., Gepp, A. & Mills, R., 2020, Corporate Psychopathy: Investigating Destructive Personalities in the Workplace. Fritzon, K., Brooks, N. & Croom, S. (eds.). Cham: Palgrave Macmillan, p. 201-202 2 p.

Research output: Chapter in Book/Report/Conference proceedingOther chapter contributionResearchpeer-review

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 journalArticleResearchpeer-review

1 Citation (Scopus)

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.). Cham: Springer, p. 551-559 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
File
1 Citation (Scopus)
107 Downloads (Pure)