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Wilson Tsakane Mongwe
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Journal Articles
- 2023
- [j10]Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Peter O. Olukanmi, Tshilidzi Marwala:
A Signature Transform of Limit Order Book Data for Stock Price Prediction. IEEE Access 11: 70598-70609 (2023) - 2022
- [j9]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Shadow Magnetic Hamiltonian Monte Carlo. IEEE Access 10: 34340-34351 (2022) - [j8]Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning. IEEE Access 10: 76966-76974 (2022) - 2021
- [j7]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Antithetic Magnetic and Shadow Hamiltonian Monte Carlo. IEEE Access 9: 49857-49867 (2021) - [j6]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment. IEEE Access 9: 108009-108016 (2021) - [j5]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access 9: 138598-138607 (2021) - [j4]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access 9: 151235-151244 (2021) - [j3]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Adaptive Magnetic Hamiltonian Monte Carlo. IEEE Access 9: 152993-153003 (2021) - [j2]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms. Algorithms 14(12): 351 (2021) - 2020
- [j1]Wilson Tsakane Mongwe, Katherine M. Malan:
A Survey of Automated Financial Statement Fraud Detection with Relevance to the South African Context. South Afr. Comput. J. 32(1) (2020)
Conference and Workshop Papers
- 2022
- [c3]Wilson Tsakane Mongwe, Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala:
Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes. CIFEr 2022: 1-8 - [c2]Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. SSCI 2022: 1423-1429 - 2020
- [c1]Wilson Tsakane Mongwe, Katherine M. Malan:
The Efficacy of Financial Ratios for Fraud Detection Using Self Organising Maps. SSCI 2020: 1100-1106
Informal and Other Publications
- 2022
- [i2]Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala:
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic. CoRR abs/2211.11576 (2022) - 2021
- [i1]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo. CoRR abs/2107.02070 (2021)
Coauthor Index
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