• Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 113 Citations
  • 4 h-Index
20062019
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Research Output 2006 2019

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Article
2019

Do News and Sentiment play a role in Stock Price Prediction?

Vanstone, B. J., Gepp, A. & Harris, G., 9 Apr 2019, In : Applied Intelligence.

Research output: Contribution to journalArticleResearchpeer-review

Network architecture
Learning systems
Neural networks

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

Finance
Interdisciplinary research
Semidefinite programming
Optimization problem
Option pricing
3 Citations (Scopus)
71 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 journalArticleResearchpeer-review

Open Access
File
Financial literacy
Educational attainment
Wealth
Income
Politicians

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

Consumption patterns
Well-being
Financial literacy
Interaction
Consumption behavior

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

Intensive Care Units
APACHE
Mortality
Calibration
Arterial Pressure
54 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 journalArticleResearchpeer-review

Open Access
File
Dialysis
Delivery of Health Care
Ghana
Health Services
Inpatients
2018
17 Citations (Scopus)
611 Downloads (Pure)

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

File
Auditing
Modeling
Genealogy
Financial fraud
Financial distress
138 Downloads (Pure)

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
Prediction
Islamic financial institutions
Financial distress
Islamic banking
Assets
3 Citations (Scopus)
74 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
Sentiment
Sentiment analysis
News
Excess returns
Excess volatility

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

Data Mining
Automation
Referral and Consultation
Personnel
Processing
1 Citation (Scopus)
67 Downloads (Pure)

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 journalArticleResearchpeer-review

Open Access
File
Credit risk
Stochastic model
Turnover
Boosting
Gradient
2012
37 Downloads (Pure)

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
Insurance
Decision trees
Data mining
Industry
2010
60 Citations (Scopus)
2 Downloads (Pure)

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

Decision trees
Decision tree
Prediction
Industry
Prediction Model
2009
11 Citations (Scopus)
102 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
Quantum Algorithms
Evolutionary Algorithms
Evolutionary algorithms
Quantum Computer
Quantum computers
2008
12 Downloads (Pure)

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 journalArticleResearchpeer-review

Open Access
File
Survival analysis
Prediction
Business failures
Financial distress
Failure prediction