Professor Bruce Vanstone

Head of Bangor Business School

  1. Llyfr › Ymchwil › Heb ei adolygu gan gymheiriaid
  2. Designing stock market trading systems: With and without soft computing

    Vanstone, B. & Hahn, T., 2010, Harriman House Publishing.

    Allbwn ymchwil: Llyfr/AdroddiadLlyfr

  3. Cyfraniad Arall › Ymchwil › Adolygwyd gan gymheiriaid
  4. LSMRealOptions: Value American and Real Options Through LSM Simulation

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 26 Meh 2021

    Allbwn ymchwil: Cyfraniad arallCyfraniad Aralladolygiad gan gymheiriaid

  5. Cyfraniad Arall › Ymchwil › Heb ei adolygu gan gymheiriaid
  6. FKF.SP: Fast Kalman Filtering Through Sequential Processing

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C., Vanstone, B. J., Luethi, D., Erb, P., Otziger, S. & Smith, P., 18 Rhag 2020

    Allbwn ymchwil: Cyfraniad arallCyfraniad Arall

  7. Momentum Investment using ETFs for smoother volatility and enhanced returns

    Vanstone, B. J., 27 Awst 2020, Australian Shareholders' Association.

    Allbwn ymchwil: Cyfraniad arallCyfraniad Arall

  8. NFCP: N-Factor Commodity Pricing Through Term Structure Estimation

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 13 Ion 2021

    Allbwn ymchwil: Cyfraniad arallCyfraniad Arall

  9. Papur › Ymchwil › Adolygwyd gan gymheiriaid
  10. Modelling Oil and Copper Commodity Prices Through Term Structure Estimation: New R Package NFCP useful in future commodity pricing research

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Gorff 2021.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapuradolygiad gan gymheiriaid

  11. Momentum Investment Strategies

    Vanstone, B. J., 24 Hyd 2020.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapuradolygiad gan gymheiriaid

  12. Cyhoeddwyd

    The Quest for Optimal Trade Execution: Statistical Models vs Reinforcement Learning

    Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Medi 2023.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapuradolygiad gan gymheiriaid

  13. Variable Transformation to a 2x2 domain space for Edge Matching Puzzles

    Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Medi 2020.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapuradolygiad gan gymheiriaid

  14. Papur › Ymchwil › Heb ei adolygu gan gymheiriaid
  15. Applying fundamental analysis and neural networks in the Australian Stockmarket

    Vanstone, B. J., Finnie, G. & Tan, C., 2004, t. 206-211.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  16. Big Data and ICU scoring systems

    Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 21 Gorff 2017.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  17. Bond Business School, Bond University and intelliHQ

    Vanstone, B. J. & Gepp, A., 21 Gorff 2017.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  18. Consumption pattern, financial literacy and financial well-being: the course of retirement

    Xue, R., Gepp, A., Stern, S., O'Neill, T. & Vanstone, B. J., 1 Gorff 2018.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  19. Financial Literacy and Financial Decision-making: The mediating role of financial concerns

    Xue, R., Gepp, A., O'Neill, T., Stern, S. & Vanstone, B. J., 1 Ebr 2019.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  20. Market reactions to ASIC media releases: abnormal returns around ASIC “Name and Shame” disclosures

    Hall, L., Earea, D., Gepp, A., Harris, G., Kelly, S. & Vanstone, B. J., 1 Gorff 2018.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  21. Predictable responses in currency markets to macroeconomic news: A trading system approach

    Schneller, W. & Vanstone, B. J., 2010, t. 1--26.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  22. Producing actionable data-driven insights to improve athlete and team performance

    Van der Vegt, B., Gepp, A., Johnman, M. & Vanstone, B. J., 1 Chwef 2020.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  23. The Financial Consequence of Integrity: Using Automated Fraud Detection for Investment

    Yee, A., Gepp, A., Kumar, K. & Vanstone, B. J., 2018.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  24. Using Customer Information and Bayesian Techniques to Enhance Persistence Modelling

    Johnman, M., Gepp, A. & Vanstone, B. J., 1 Meh 2019, t. 87.

    Allbwn ymchwil: Cyfraniad at gynhadleddPapur

  25. Cyfraniad i Gynhadledd › Ymchwil › Adolygwyd gan gymheiriaid
  26. 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. (gol.). The Australian Pattern Recognition Society, t. 211-216 6 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadleddadolygiad gan gymheiriaid

  27. Cyfraniad i Gynhadledd › Ymchwil › Heb ei adolygu gan gymheiriaid
  28. 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. (gol.). t. 125-130 6 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  29. 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. (gol.). INT ASSOC ENGINEERS-IAENG, t. 80-84 5 t. (Lecture Notes in Engineering and Computer Science).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  30. Designing short term trading systems with artificial neural networks

    Vanstone, B., Finnie, G. & Hahn, T., 2009, Advances in Electrical Engineering and Computational Science. Cyfrol 39 LNEE. t. 401-409 9 t. (Lecture Notes in Electrical Engineering).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  31. 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. (gol.). Australia: Australian School of Business, University of New South Wales

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  32. 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 gol. Cyfrol 4985 LNCS. t. 478-487 10 t. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  33. 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. del Pobil, A. P. (gol.). Canada: ACTA Press, t. 305-310 6 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  34. 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. (gol.). Canada: ACTA Press, t. 62-67 6 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  35. 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). t. 25-30 6 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  36. 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. (gol.). Australia: Australian School of Business, University of New South Wales

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  37. 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. Social Science Research Network (SSRN), t. 1-6 6 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  38. 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. United States: IEEE Computer Society Press, t. 4639-4648 10 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  39. Trading foreign currency using artificial neural network strategies

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

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i Gynhadledd

  40. Pennod › Ymchwil › Adolygwyd gan gymheiriaid
  41. Variable transformation to a 2×2 Domain Space for Edge Matching Puzzles

    Aspinall, T., Gepp, A., Harris, G. & Vanstone, B. J., 1 Medi 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. (gol.). Germany: Springer, t. 210-221 12 t. (Lecture Notes in Computer Science; Cyfrol 12144).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennodadolygiad gan gymheiriaid

  42. Pennod › Ymchwil › Heb ei adolygu gan gymheiriaid
  43. Automatically Generating and Solving Eternity II Style Puzzles

    Harris, G., Vanstone, B. J. & Gepp, A., 30 Mai 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. (gol.). Germany: Springer, t. 626-632 7 t. (Lecture Notes in Computer Science (LNCS)).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennod

  44. Data Characteristics for High-Frequency Trading Systems

    Vanstone, B. & Hahn, T., 4 Chwef 2015, Handbook of High Frequency Trading. Gregoriou, G. N. (gol.). Netherlands: Elsevier, t. 47-57 11 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennod

  45. Intelligent IS: Artificial neural networks in financial trading

    Vanstone, B. J. & Tan, C., 2005, Encyclopedia of information science and technology. Khosrow-Pour, M. (gol.). United States: IGI Global, Cyfrol I. t. 163-167 5 t.

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennod

  46. The Effect of Sentiment on Stock Price Prediction

    Vanstone, B. J., Gepp, A. & Harris, G., 30 Mai 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. (gol.). Germany: Springer, t. 551-559 9 t. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennod

  47. Erthygl › Ymchwil › Adolygwyd gan gymheiriaid
  48. A Unifying Model for Statistical Arbitrage: Model Assumptions and Empirical Failure

    Stephenson, J., Vanstone, B. J. & Hahn, T., Rhag 2021, Yn: Computational Economics. 58, 4, t. 943-964

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  49. Cyhoeddwyd

    Adapting deep learning models between regional markets

    Tonkin, I., Gepp, A., Harris, G. & Vanstone, B., Ion 2023, Yn: Neural Computing and Applications. 35, 2, t. 1483–1492

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  50. An empirical methodology for developing stockmarket trading systems using artificial neural networks

    Vanstone, B. & Finnie, G., 1 Ebr 2009, Yn: Expert Systems with Applications. 36, 3 PART 2, t. 6668-6680 13 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  51. Australian momentum: Performance, capacity and the GFC effect

    Vanstone, B. J. & Hahn, T., 1 Maw 2017, Yn: Accounting and Finance . 57, 1, t. 261-287 27 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  52. Creating trading systems with fundamental variables and neural networks: The Aby case study

    Vanstone, B., Finnie, G. & Hahn, T., Rhag 2012, Yn: Mathematics and Computers in Simulation. 86, t. 78-91 14 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  53. E-gyhoeddi cyn argraffu

    Deep learning applications in investment portfolio management: a systematic literature review

    Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., 18 Rhag 2023, (E-gyhoeddi cyn argraffu) Yn: Journal of Accounting Literature.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

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

    Vanstone, B. J., Gepp, A. & Harris, G., 1 Tach 2019, Yn: Applied Intelligence. 49, 11, t. 3815-3820 6 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  55. Do Wall Street fundamentals work in the ASX200?

    Vanstone, B. J. & Agrawal, A., 2006, Yn: The Australasian Journal of Applied Finance. 4, t. 2-7 6 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  56. Cyhoeddwyd

    Do initial stop-losses stop losses?

    Vanstone, B. J., 2008, Yn: The Australasian Journal of Applied Finance. 4, t. 5-8 4 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  57. Cyhoeddwyd

    Empirical validation of ELM trained neural networks for financial modelling

    Novykov, V., Bilson, C., Gepp, A., Harris, G. & Vanstone, B., Ion 2023, Yn: Neural Computing and Applications. 35, 2, t. 1581-1605 25 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  58. Enhancing stockmarket trading performance with ANNs

    Vanstone, B. & Finnie, G., 1 Medi 2010, Yn: Expert Systems with Applications. 37, 9, t. 6602-6610 9 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

  59. Estimation of a Term Structure Model of Carbon Prices through State Space Methods: The European Union Emissions Trading Scheme

    Aspinall, T., Gepp, A., Harris, G., Kelly, S., Southam, C. & Vanstone, B. J., 1 Meh 2021, Yn: Accounting and Finance . 61, 2, t. 3797-3819

    Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

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