1. 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 Cynhadledd › Cyfraniad i Gynhadledd

2. News Media Analytics in Finance: A Survey

   Marty, T., Vanstone, B. J. & Hahn, T., 1 Meh 2020, Yn: Accounting and Finance . 60, 2, t. 1385-1434 50 t.

   Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

3. 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 gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

4. 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 gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

5. 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 gynhadledd › Papur

6. 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 gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

7. Cyhoeddwyd

   Improving decision making in the management of hospital readmissions using modern survival analysis techniques

   Todd, J., Gepp, A., Stern, S. & Vanstone, B., Mai 2022, Yn: Decision Support Systems. 156, 113747.

   Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

8. Investigating Healthcare Contacts of Dialysis Patients by Age and Gender

   Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Chwef 2019, Yn: BMC Health Services Research. 19, 1, t. 1-8 8 t.

   Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

9. Big Data and ICU scoring systems

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

   Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

10. Improving Mortality Models in the ICU with High-Frequency Data

    Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., 1 Medi 2019, Yn: International Journal of Medical Informatics. 129, t. 318-323 6 t.

    Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid