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• PhD: Computational Finance
  Bond University, 2006

Bruce’s work focuses on using data-driven predictive modelling techniques to solve difficult business problems.  His work has been applied in fields such as health, logistics, finance and marketing. He is also particularly interested in finding better ways to apply machine learning techniques, statistics and data science to investment and trading.

2024

• Published
  Horrocks, M., Gepp, A., Todd, J. & Vanstone, B., Sept 2024.
  Research output: Contribution to conference › Abstract › peer-review
• Published
  Horrocks, M., Gepp, A., Todd, J. & Vanstone, B., Sept 2024.
  Research output: Contribution to conference › Abstract › peer-review
• Published
  Yee, A., Gepp, A., Kumar, K., Todd, J. & Vanstone, B., Jun 2024, In: Journal of Forensic and Investigative Accounting. 16, 1, 13 p.
  Research output: Contribution to journal › Article › peer-review

2023

• Published
  Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1483–1492
  Research output: Contribution to journal › Article › peer-review
• E-pub ahead of print
  Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., 18 Dec 2023, (E-pub ahead of print) In: Journal of Accounting Literature.
  Research output: Contribution to journal › Article › peer-review
• Published
  Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1581-1605 25 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Cornwell, N., Bilson, C., Gepp, A., Stern, S. & Vanstone, B., Feb 2023, In: Pacific-Basin Finance Journal. 77, 101906.
  Research output: Contribution to journal › Article › peer-review
• Published
  Cornwell, N., Bilson, C., Gepp, A., Stern, S. & Vanstone, B., Jun 2023, In: Pacific-Basin Finance Journal. 79, 102011.
  Research output: Contribution to journal › Article › peer-review
• Published
  Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Sept 2023.
  Research output: Contribution to conference › Paper › peer-review
• Published
  Cornwell, N., Bilson, C. M., Gepp, A., Stern, S. & Vanstone, B. J., Jan 2023, In: Journal of the Operational Research Society. 74, 1, p. 374-402
  Research output: Contribution to journal › Article › peer-review

2022

• Published
  Todd, J., Gepp, A., Stern, S. & Vanstone, B., May 2022, In: Decision Support Systems. 156, 113747.
  Research output: Contribution to journal › Article › peer-review

2021

• Published
  Stephenson, J., Vanstone, B. J. & Hahn, T., Dec 2021, In: Computational Economics. 58, 4, p. 943-964
  Research output: Contribution to journal › Article › peer-review
• Published
  Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Jun 2021, In: Accounting and Finance . 61, 2, p. 3797-3819
  Research output: Contribution to journal › Article › peer-review
• Published
  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
  Research output: Contribution to journal › Article › peer-review
• Published
  Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Aug 2021, In: Australian Journal of Management. 46, 3, p. 437-465
  Research output: Contribution to journal › Article › peer-review
• Published
  Vanstone, B. J., Hahn, T. & Earea, D., Sept 2021, In: Accounting and Finance . 61, 3, p. 4007-4024
  Research output: Contribution to journal › Article › peer-review
• Published
  Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 26 Jun 2021
  Research output: Other contribution › peer-review
• Published
  Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Jul 2021.
  Research output: Contribution to conference › Paper › peer-review
• Published
  Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 13 Jan 2021
  Research output: Other contribution

2020

• Published
  Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C., Vanstone, B. J., Luethi, D., Erb, P., Otziger, S. & Smith, P., 18 Dec 2020
  Research output: Other contribution
• Published
  Vanstone, B. J., 24 Oct 2020.
  Research output: Contribution to conference › Paper › peer-review
• Published
  Vanstone, B. J., 27 Aug 2020, Australian Shareholders' Association.
  Research output: Other contribution
• Published
  Marty, T., Vanstone, B. J. & Hahn, T., 1 Jun 2020, In: Accounting and Finance . 60, 2, p. 1385-1434 50 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., 1 Feb 2020.
  Research output: Contribution to conference › Paper
• Published
  Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Sept 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. (eds.). Germany: Springer, p. 210-221 12 p. (Lecture Notes in Computer Science; vol. 12144).
  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
• Published
  Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Sept 2020.
  Research output: Contribution to conference › Paper › peer-review

2019

• Published
  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 › peer-review
• Published
  Gepp, A., Harris, G. & Vanstone, B. J., 27 Sept 2019, In: Accounting and Finance .
  Research output: Contribution to journal › Article › peer-review
• Published
  Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Apr 2019, In: Accounting and Finance . 59, S1, p. 887-918 32 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Apr 2019.
  Research output: Contribution to conference › Paper
• Published
  Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 30 Sept 2019, In: Accounting and Finance .
  Research output: Contribution to journal › Article › peer-review
• Published
  Johnman, M., Gepp, A. & Vanstone, B. J., 2019, In: The Australasian Journal of Applied Finance. 2019, 3
  Research output: Contribution to journal › Article › peer-review
• Published
  Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., 1 Sept 2019, In: International Journal of Medical Informatics. 129, p. 318-323 6 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Feb 2019, In: BMC Health Services Research. 19, 1, p. 1-8 8 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Inglis, N., Vanstone, B. J. & Hahn, T., 1 Apr 2019, In: Accounting and Finance . 59, S1, p. 657-684 28 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Vanstone, B. J. & Hahn, T., 2019, In: The Australasian Journal of Applied Finance. 2019, 3, p. 17-22 6 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Johnman, M., Gepp, A. & Vanstone, B. J., 1 Jun 2019, p. 87.
  Research output: Contribution to conference › Paper

2018

• Published
  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.). Germany: Springer, p. 626-632 7 p. (Lecture Notes in Computer Science (LNCS)).
  Research output: Chapter in Book/Report/Conference proceeding › Chapter
• Published
  Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., 1 Jul 2018.
  Research output: Contribution to conference › Paper
• Published
  Hall, L., Earea, D., Gepp, A., Harris, G., Kelly, S. & Vanstone, B. J., 1 Jul 2018.
  Research output: Contribution to conference › Paper
• Published
  Johnman, M., Vanstone, B. J. & Gepp, A., 1 Nov 2018, In: Accounting and Finance . 58, S1, p. 253-274 22 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  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 › peer-review
• Published
  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.). Germany: Springer, p. 551-559 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
  Research output: Chapter in Book/Report/Conference proceeding › Chapter
• Published
  Yee, A., Gepp, A., Kumar, K. & Vanstone, B. J., 2018.
  Research output: Contribution to conference › Paper

2017

• Published
  Vanstone, B. J. & Hahn, T., 1 Mar 2017, In: Accounting and Finance . 57, 1, p. 261-287 27 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Jul 2017.
  Research output: Contribution to conference › Paper
• Published
  Vanstone, B. J. & Gepp, A., 21 Jul 2017.
  Research output: Contribution to conference › Paper

2015

• Published
  Vanstone, B. & Hahn, T., 4 Feb 2015, Handbook of High Frequency Trading. Gregoriou, G. N. (ed.). Netherlands: Elsevier, p. 47-57 11 p.
  Research output: Chapter in Book/Report/Conference proceeding › Chapter
• Published
  Vanstone, B. J. & Hahn, T., 2015, In: The Journal of Trading. 10, 2, p. 54-71 18 p.
  Research output: Contribution to journal › Article › peer-review

2014

• Published
  Larsen, K. R., Hovorka, D., West, J., Birt, J., Pfaff, J. R., Chambers, T. W., Sampedro, Z. R., Zager, N. & Vanstone, B., 2014, Proceedings of the 47th Annual Hawaii International Conference on System Sciences, HICSS 2014. United States: IEEE Computer Society Press, p. 4639-4648 10 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2013

• Published
  Vanstone, B. J., 5 Aug 2013
  Research output: Other contribution
• Published
  Vanstone, B. J. & Hahn, T., 2013, Proceedings of the 26th Australasian Finance and Banking Conference. Moshirian, F. (ed.). Australia: Australian School of Business, University of New South Wales
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2012

• Published
  Vanstone, B., Finnie, G. & Hahn, T., Dec 2012, In: Mathematics and Computers in Simulation. 86, p. 78-91 14 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Vanstone, B. J., Hahn, T. & Finnie, G., 2012, Proceedings of the 25th Australasian Finance & Banking Conference. Moshirian, F. (ed.). Australia: Australian School of Business, University of New South Wales
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• Published
  Vanstone, B., Hahn, T. & Finnie, G., 2012, In: The Australasian Journal of Applied Finance. 3, 3, p. 15-18 3 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Krollner, B., Vanstone, B. J. & Finnie, G., 2012, In: Australian Journal of Intelligent Information Processing Systems. 13, 2, p. 1-12 12 p.
  Research output: Contribution to journal › Article › peer-review

2011

• Published
  Vanstone, B. & Finnie, G., 2011, Proceedings of the International Conference on Neural Computation Theory and Applications. Madani, K. (ed.). Germany: Springer, p. 163-167 5 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2010

• Published
  Vanstone, B. & Hahn, T., 2010, Harriman House Publishing.
  Research output: Book/Report › Book
• Published
  Vanstone, B. & Finnie, G., 1 Sept 2010, In: Expert Systems with Applications. 37, 9, p. 6602-6610 9 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Krollner, B., Vanstone, B. & Finnie, G., 2010, Proceedings of the 18th European Symposium on Artificial Neural Networks (ESANN 2010). p. 25-30 6 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• Published
  Schneller, W. & Vanstone, B. J., 2010, p. 1--26.
  Research output: Contribution to conference › Paper
• Published
  Vanstone, B. J., Finnie, G. & Hahn, T., 2010, In: Australian Journal of Intelligent Information Processing Systems. 11, 1, p. 41-47 7 p.
  Research output: Contribution to journal › Article › peer-review

2009

• Published
  Vanstone, B. & Finnie, G., 1 Apr 2009, In: Expert Systems with Applications. 36, 3 PART 2, p. 6668-6680 13 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Vanstone, B., Finnie, G. & Hahn, T., 2009, Advances in Electrical Engineering and Computational Science. Vol. 39 LNEE. p. 401-409 9 p. (Lecture Notes in Electrical Engineering).
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• Published
  Vanstone, B. J. & Hahn, T., 2009, In: The Australasian Journal of Applied Finance. 4
  Research output: Contribution to journal › Article › peer-review
• Published
  Vanstone, B. J., Hahn, T. & Finnie, G., 2009, Proceedings of The 22nd Australasian Finance and Banking Conference 2009. Social Science Research Network (SSRN), p. 1-6 6 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2008

• Published
  Vanstone, B. & Hahn, T., 2008, WORLD CONGRESS ON ENGINEERING 2008, VOLS I-II. Ao, S., Gelman, L., Hukins, D., Hunter, A. & Korsunsky, A. (eds.). INT ASSOC ENGINEERS-IAENG, p. 80-84 5 p. (Lecture Notes in Engineering and Computer Science).
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• Published
  Vanstone, B. J., 2008, In: The Australasian Journal of Applied Finance. 4, p. 5-8 4 p.
  Research output: Contribution to journal › Article › peer-review
• Published
  Vanstone, B. & Finnie, G., 2008, Neural Information Processing - 14th International Conference, ICONIP 2007, Revised Selected Papers. PART 2 ed. Vol. 4985 LNCS. p. 478-487 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2006

• Published
  Vanstone, B. & Finnie, G., 2006, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2006. del Pobil, A. P. (ed.). p. 125-130 6 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• Published
  Vanstone, B. J. & Agrawal, A., 2006, In: The Australasian Journal of Applied Finance. 4, p. 2-7 6 p.
  Research output: Contribution to journal › Article › peer-review

2005

• Published
  Vanstone, B. J., Finnie, G. & Tan, C. N. W., 2005, Proceedings of the IASTED International Conference on Computational Intelligence. Hamza, M. H. (ed.). Canada: ACTA Press, p. 62-67 6 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• Published
  Vanstone, B. J. & Tan, C., 2005, Encyclopedia of information science and technology. Khosrow-Pour, M. (ed.). United States: IGI Global, Vol. I. p. 163-167 5 p.
  Research output: Chapter in Book/Report/Conference proceeding › Chapter

2004

• Published
  Vanstone, B. J., Finnie, G. & Tan, C., 2004, p. 206-211.
  Research output: Contribution to conference › Paper
• Published
  Vanstone, B. J., Finnie, G. & Tan, C., 2004, International Conference on Artificial Intelligence and Soft Computing. del Pobil, A. P. (ed.). Canada: ACTA Press, p. 305-310 6 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2003

• Published
  Vanstone, B. J. & Tan, C., 2003, Proceedings of the Eighth Australian and New Zealand Intelligent Information Systems Conference (ANZIIS 2003). Lovell, B. C., Campbell, D. A., Fookes, C. B. & Maeder, A. J. (eds.). The Australian Pattern Recognition Society, p. 211-216 6 p.
  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2022

• Editor for Europe

  18 Jul 2022

  Links:

  Activity: Editorial activity (Editorial board member)

2019

• Deputy Editor

  1 Jan 2019

  Activity: Editorial activity (Editorial board member)