Organization profile

Profile Information

Bond University commenced its programs in Actuarial Science in 2015, and has made a number of academic appointments which serve to strengthen our core capabilities in Big Data, as well as the specific applications of Big Data in areas such as Actuarial Science, Finance and Informatics.  Under the leadership of Professor Terry O’Neill, the establishment of a University Centre in Actuarial and Financial Big Data Analytics will help Bond University establish itself as a significant player in the Big Data and Analytics research space.

Members of the centre have specific big data analytics interests in finance, machine learning, risk management and climate change, amongst others.  Members of the centre have a genuine desire to collaborate and contribute their complimentary skills on a range of innovative big data projects.

Fingerprint The fingerprint is based on mining the text of the scientific documents related to the associated persons. Based on that an index of weighted terms is created, which defines the key subjects of research unit

adolescent Social Sciences
Fuzzy Statistics Mathematics
alcohol consumption Social Sciences
alcohol Social Sciences
Time Series Analysis Mathematics
Extremal Optimization Mathematics
Official Statistics Mathematics
India Social Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.


Photo of Adrian Gepp

Adrian Gepp

Person: Teaching and Research

Photo of Julia Henker

Julia Henker

Person: Teaching and Research

Photo of Simone Kelly

Simone Kelly

Person: Teaching and Research


Research Output 1986 2019

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

Credit rating
Machine learning
Comparative analysis

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 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
Financial literacy
Educational attainment

Activities 2009 2019

Accounting and Finance (Journal)

Bruce Vanstone (Editor)
2018 → …

Activity: Publication peer-review and editorial workEditorial Board Member

Financial Fragility, Systemic Risk and Financial Systems

Adrian Gepp (Examiner)

Activity: ExaminationThesis Examination

Samantha McDougall - Actuarial Honours Supervision

Adrian Gepp (Supervisor)

Activity: OtherNon-HDR Student Supervision

Student theses

Experiments with property driven monitoring of C programs

Author: Vorobyov, K., 10 Oct 2015

Supervisor: Krishnan, P. (Supervisor), Randall, M. (Supervisor) & Stocks, P. (Supervisor)

Student thesis: Doctoral Thesis


Financial statement fraud detection using supervised learning methods

Author: Gepp, A., 10 Oct 2015

Supervisor: Kumar, K. (Supervisor) & Bhattacharya, S. (External person) (Supervisor)

Student thesis: Doctoral Thesis


Financing, Firm Size and Productive Efficiency: the Effect of Family Ownership

Author: Barbera, F., 8 Feb 2014

Supervisor: Falvey, R. (Supervisor), Moores, K. (Supervisor) & Rajaguru, G. (Supervisor)

Student thesis: Doctoral Thesis