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Journal Articles
- 2023
[j12]Nikki Cornwell
, Christopher Bilson, Adrian Gepp, Steven E. Stern, Bruce J. Vanstone:
The role of data analytics within operational risk management: A systematic review from the financial services and energy sectors. J. Oper. Res. Soc. 74(1): 374-402 (2023)- [j11]Isaac Tonkin, Adrian Gepp, Geoff Harris, Bruce J. Vanstone:
Adapting deep learning models between regional markets. Neural Comput. Appl. 35(2): 1483-1492 (2023) - [j10]Volodymyr Novykov, Christopher Bilson, Adrian Gepp, Geoff Harris, Bruce James Vanstone:
Empirical validation of ELM trained neural networks for financial modelling. Neural Comput. Appl. 35(2): 1581-1605 (2023) - 2022
- [j9]James Todd, Adrian Gepp, Steven E. Stern, Bruce James Vanstone:
Improving decision making in the management of hospital readmissions using modern survival analysis techniques. Decis. Support Syst. 156: 113747 (2022) - 2019
- [j8]Bruce James Vanstone, Adrian Gepp, Geoff Harris:
Do news and sentiment play a role in stock price prediction? Appl. Intell. 49(11): 3815-3820 (2019) - [j7]James Todd, Adrian Gepp, Brent Richards, Bruce James Vanstone:
Improving mortality models in the ICU with high-frequency data. Int. J. Medical Informatics 129: 318-323 (2019) - 2018
- [j6]James Todd, Brent Richards, Bruce J. Vanstone, Adrian Gepp:
Text Mining and Automation for Processing of Patient Referrals. Appl. Clin. Inform. 09(01): 232-237 (2018) - 2012
- [j5]Bjoern Krollner, Bruce J. Vanstone, Gavin R. Finnie:
Risk Management in the Australian Stock Market using Artificial Neural Networks. Aust. J. Intell. Inf. Process. Syst. 13(2) (2012) - [j4]Bruce J. Vanstone, Gavin R. Finnie, Tobias Hahn:
Creating trading systems with fundamental variables and neural networks: The Aby case study. Math. Comput. Simul. 86: 78-91 (2012) - 2010
- [j3]Bruce J. Vanstone, Gavin Finnie, Tobias Hahn:
Stockmarket Trading using Fundamental Variables and Neural Networks. Aust. J. Intell. Inf. Process. Syst. 11(1) (2010) - [j2]Bruce J. Vanstone, Gavin R. Finnie:
Enhancing stockmarket trading performance with ANNs. Expert Syst. Appl. 37(9): 6602-6610 (2010) - 2009
- [j1]Bruce J. Vanstone, Gavin R. Finnie:
An empirical methodology for developing stockmarket trading systems using artificial neural networks. Expert Syst. Appl. 36(3): 6668-6680 (2009)
Conference and Workshop Papers
- 2020
- [c10]Thomas Aspinall, Adrian Gepp, Geoff Harris, Bruce James Vanstone:
Variable Transformation to a 2˟ 2 Domain Space for Edge Matching Puzzles. IEA/AIE 2020: 210-221 - 2018
- [c9]Bruce James Vanstone, Adrian Gepp, Geoff Harris:
The Effect of Sentiment on Stock Price Prediction. IEA/AIE 2018: 551-559 - [c8]Geoff Harris, Bruce James Vanstone, Adrian Gepp:
Automatically Generating and Solving Eternity II Style Puzzles. IEA/AIE 2018: 626-632 - 2014
- [c7]Kai R. Larsen, Dirk S. Hovorka, Jevin West, James R. Birt, James R. Pfaff, Trevor W. Chambers, Zebula R. Sampedro, Nick Zager, Bruce J. Vanstone:
Theory Identity: A Machine-Learning Approach. HICSS 2014: 4639-4648 - 2011
- [c6]Bruce J. Vanstone, Gavin R. Finnie:
Trading Foreign Currency using Artificial Neural Network Strategies. IJCCI (NCTA) 2011: 163-167 - 2010
- [c5]Bjoern Krollner, Bruce J. Vanstone, Gavin R. Finnie:
Financial time series forecasting with machine learning techniques: a survey. ESANN 2010 - 2008
- [c4]Bruce J. Vanstone, Gavin R. Finnie, Tobias Hahn:
Designing Short Term Trading Systems with Artificial Neural Networks. World Congress on Engineering (Selected Papers) 2008: 401-409 - 2007
- [c3]Bruce J. Vanstone, Gavin R. Finnie:
Enhancing Existing Stockmarket Trading Strategies Using Artificial Neural Networks: A Case Study. ICONIP (2) 2007: 478-487 - 2006
- [c2]Bruce J. Vanstone, Gavin R. Finnie:
Combining technical analysis and neural networks in the australian stockmarket. Artificial Intelligence and Soft Computing 2006: 126-131 - 2005
- [c1]Bruce J. Vanstone, Gavin R. Finnie, Clarence N. W. Tan:
Evaluating the Application of Neural Networks and Fundamental Analysis in the Australian Stockmarket. Computational Intelligence 2005: 62-63
Reference Works
- 2005
- [r1]Bruce J. Vanstone, Clarence N. W. Tan:
Artificial Neural Networks in Financial Trading. Encyclopedia of Information Science and Technology (I) 2005: 163-167
Coauthor Index
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