Professor Bruce Vanstone

Head of Bangor Business School

b.vanstone@bangor.ac.uk

Professor Bruce Vanstone
  • PhD: Computational Finance
    Bond University, 2006

Bruce鈥檚 work focuses on using data-driven predictive modelling techniques to solve difficult business problems.聽 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.

I am happy to supervise research students in the areas of Algorithmic Trading and Investment, Data Science/Analytics in Finance, and Machine Learning in Finance.

2024

  • 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 鈥� Article 鈥� peer-review

2023

  • Published
    Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Jan 2023, In: Neural Computing and Applications. 35, 2, p. 1483鈥�1492
    Research output: Contribution to journal 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� peer-review
  • Published
    Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Sept 2023.
    Research output: Contribution to conference 鈥� Paper 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� peer-review
  • Published
    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 26 Jun 2021
    Research output: Other contribution 鈥� peer-review
  • Published
    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Jul 2021.
    Research output: Contribution to conference 鈥� Paper 鈥� 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 鈥� Paper 鈥� 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 鈥� Article 鈥� peer-review
  • Published
    Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., 1 Feb 2020.
    Research output: Contribution to conference 鈥� Paper
  • Published
    Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Sept 2020.
    Research output: Contribution to conference 鈥� Paper 鈥� peer-review
  • 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 鈥� Chapter 鈥� 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 鈥� Article 鈥� peer-review
  • Published
    Gepp, A., Harris, G. & Vanstone, B. J., 27 Sept 2019, In: Accounting and Finance .
    Research output: Contribution to journal 鈥� Article 鈥� peer-review
  • Published
    Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Apr 2019.
    Research output: Contribution to conference 鈥� Paper
  • 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 鈥� Article 鈥� peer-review
  • 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� peer-review
  • Published
    Johnman, M., Gepp, A. & Vanstone, B. J., 1 Jun 2019, p. 87.
    Research output: Contribution to conference 鈥� 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 鈥� Chapter
  • Published
    Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., 1 Jul 2018.
    Research output: Contribution to conference 鈥� Paper
  • Published
    Hall, L., Earea, D., Gepp, A., Harris, G., Kelly, S. & Vanstone, B. J., 1 Jul 2018.
    Research output: Contribution to conference 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Chapter
  • Published
    Yee, A., Gepp, A., Kumar, K. & Vanstone, B. J., 2018.
    Research output: Contribution to conference 鈥� 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 鈥� Article 鈥� peer-review
  • Published
    Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Jul 2017.
    Research output: Contribution to conference 鈥� Paper
  • Published
    Vanstone, B. J. & Gepp, A., 21 Jul 2017.
    Research output: Contribution to conference 鈥� 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 鈥� 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 鈥� Article 鈥� 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 鈥� 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 鈥� 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 鈥� Article 鈥� 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 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Conference contribution

2010

  • Published
    Vanstone, B. & Hahn, T., 2010, Harriman House Publishing.
    Research output: Book/Report 鈥� 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 鈥� Article 鈥� 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 鈥� Conference contribution
  • Published
    Schneller, W. & Vanstone, B. J., 2010, p. 1--26.
    Research output: Contribution to conference 鈥� 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 鈥� Article 鈥� 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 鈥� Article 鈥� 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 鈥� Conference contribution
  • Published
    Vanstone, B. J. & Hahn, T., 2009, In: The Australasian Journal of Applied Finance. 4
    Research output: Contribution to journal 鈥� Article 鈥� 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 鈥� 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 鈥� 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 鈥� Article 鈥� 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 鈥� 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 鈥� 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 鈥� Article 鈥� 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 鈥� 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 鈥� Chapter

2004

  • Published
    Vanstone, B. J., Finnie, G. & Tan, C., 2004, p. 206-211.
    Research output: Contribution to conference 鈥� 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 鈥� 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 鈥� Conference contribution 鈥� 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)