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Bruce Vanstone

Professor of Data Science, Prof

  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

Accepting PhD Students

20032020

Research output per year

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Research Output

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Conference contribution
2014

Theory identity: A machine-learning approach

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. IEEE Computer Society, p. 4639-4648 10 p. 6759171

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

4 Citations (Scopus)
2013

Momentum investing and the GFC: The case of the S&P/ASX100

Vanstone, B. J. & Hahn, T., 2013, Proceedings of the 26th Australasian Finance and Banking Conference. Moshirian, F. (ed.). Sydney: University of New South Wales, 20 p.

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

Open Access
2012

Developing high frequency foreign exchange trading systems

Vanstone, B. J., Hahn, T. & Finnie, G., 2012, Proceedings of the 25th Australasian Finance & Banking Conference. Moshirian, F. (ed.). Australia: University of New South Wales, 6 p.

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

Open Access
2011

Trading foreign currency using artificial neural network strategies

Vanstone, B. & Finnie, G., 2011, Proceedings of the International Conference on Neural Computation Theory and Applications: NCTA 2011 . Madani, K. (ed.). France: Springer, p. 163-167 5 p.

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

1 Citation (Scopus)
2010

Financial time series forecasting with machine learning techniques: A survey

Krollner, B., Vanstone, B. & Finnie, G., 2010, Proceedings of the 18th European Symposium on Artificial Neural Networks (ESANN 2010): Computational Intelligence and Machine Learning. p. 25-30 6 p.

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

Open Access
File
44 Citations (Scopus)
791 Downloads (Pure)
2009

Designing short term trading systems with artificial neural networks

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; vol. 39 LNEE).

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

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

Returns to selecting value stocks in Australia - The Aby filters

Vanstone, B. J., Hahn, T. & Finnie, G., 2009, Proceedings of The 22nd Australasian Finance and Banking Conference 2009. Rochester, New York: Social Science Research Network (SSRN) , p. 1-6 6 p.

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

Open Access
2008

Creating short-term stockmarket trading strategies using artificial neural networks: A case study

Vanstone, B. & Hahn, T., 2008, WORLD CONGRESS ON ENGINEERING 2008, VOLS I-II. Ao, SI., Gelman, L., Hukins, DWL., Hunter, A. & Korsunsky, AM. (eds.). INT ASSOC ENGINEERS-IAENG, p. 80-84 5 p. (Lecture Notes in Engineering and Computer Science).

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

Open Access
File
5 Downloads (Pure)

Enhancing existing stockmarket trading strategies using artificial neural networks: A case study

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); vol. 4985 LNCS, no. PART 2).

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

2 Citations (Scopus)
2006

Combining technical analysis and neural networks in the Australian stockmarket

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 proceedingConference contributionResearchpeer-review

Open Access
File
2 Citations (Scopus)
61 Downloads (Pure)
2005

Evaluating the application of neural networks and fundamental analysis in the Australian Stockmarket

Vanstone, B. J., Finnie, G. & Tan, C. N. W., 2005, Proceedings of the IASTED International Conference on Computational Intelligence. Hamza, M. H. (ed.). Calgary: ACTA Press, p. 62-67 6 p. 487-028

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

Open Access
File
3 Citations (Scopus)
36 Downloads (Pure)
2004

Enhancing security selection in the Australian Stockmarket using fundamental analysis and neural networks

Vanstone, B. J., Finnie, G. & Tan, C., 2004, International Conference on Artificial Intelligence and Soft Computing : ASC 2004. del Pobil, A. P. (ed.). Anaheim : ACTA Press, p. 305-310 6 p.

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

Open Access
File
1 Citation (Scopus)
13 Downloads (Pure)
2003

A survey of the application of soft computing to investment and financial trading

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.). Brisbane, QLD: The Australian Pattern Recognition Society, p. 211-216 6 p.

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

Open Access
File
151 Downloads (Pure)