| A survey of automated financial statement fraud detection with relevance to the South African context WT Mongwe, KM Malan South African Computer Journal 32 (1), 74-112, 2020 | 26 | 2020 |
| Separable shadow Hamiltonian hybrid Monte Carlo for Bayesian neural network inference in wind speed forecasting R Mbuvha, WT Mongwe, T Marwala Energy and AI 6, 100108, 2021 | 21 | 2021 |
| Antithetic magnetic and shadow hamiltonian monte carlo WT Mongwe, R Mbuvha, T Marwala IEEE Access 9, 49857-49867, 2021 | 16 | 2021 |
| The efficacy of financial ratios for fraud detection using self organising maps WT Mongwe, KM Malan 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1100-1106, 2020 | 15 | 2020 |
| Magnetic Hamiltonian Monte Carlo with Partial Momentum Refreshment WT Mongwe, R Mbuvha, T Marwala IEEE Access 9, 108009-108016, 2021 | 11 | 2021 |
| Bayesian inference of local government audit outcomes WT Mongwe, R Mbuvha, T Marwala Plos one 16 (12), e0261245, 2021 | 10 | 2021 |
| Quantum-inspired magnetic hamiltonian monte carlo WT Mongwe, R Mbuvha, T Marwala Plos one 16 (10), e0258277, 2021 | 8 | 2021 |
| Adaptive magnetic hamiltonian monte carlo WT Mongwe, R Mbuvha, T Marwala IEEE Access 9, 152993-153003, 2021 | 7 | 2021 |
| Adaptively setting the path length for separable shadow Hamiltonian hybrid Monte Carlo WT Mongwe, R Mbuvha, T Marwala IEEE Access 9, 138598-138607, 2021 | 7 | 2021 |
| Antithetic riemannian manifold and quantum-inspired hamiltonian monte carlo WT Mongwe, R Mbuvha, T Marwala arXiv preprint arXiv:2107.02070, 2021 | 7 | 2021 |
| Analysis of equity and interest rate returns in South Africa under the context of jump diffusion processes WT Mongwe | 7 | 2015 |
| Utilising partial momentum refreshment in separable shadow Hamiltonian hybrid Monte Carlo WT Mongwe, R Mbuvha, T Marwala IEEE Access 9, 151235-151244, 2021 | 6 | 2021 |
| An analysis of local government financial statement audit outcomes in a developing economy using machine learning K Mabelane, WT Mongwe, R Mbuvha, T Marwala Sustainability 15 (1), 12, 2022 | 5 | 2022 |
| Locally Scaled and Stochastic Volatility Metropolis–Hastings Algorithms WT Mongwe, R Mbuvha, T Marwala Algorithms 14 (12), 351, 2021 | 5 | 2021 |
| Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions T Sidogi, WT Mongwe, R Mbuvha, T Marwala 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 1423-1429, 2022 | 4 | 2022 |
| Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning T Sidogi, WT Mongwe, R Mbuvha, T Marwala IEEE Access 10, 76966 - 76974, 2022 | 3 | 2022 |
| Shadow magnetic hamiltonian monte carlo WT Mongwe, R Mbuvha, T Marwala IEEE Access 10, 34340-34351, 2022 | 3 | 2022 |
| A novel workflow for streamflow prediction in the presence of missing gauge observations R Mbuvha, JYP Adounkpe, MCM Houngnibo, WT Mongwe, Z Nikraftar, ... Environmental Data Science 2, e23, 2023 | 2 | 2023 |
| Imputation of missing streamflow data at multiple gauging stations in Benin Republic R Mbuvha, JYP Adounkpe, WT Mongwe, M Houngnibo, N Newlands, ... arXiv preprint arXiv:2211.11576, 2022 | 2 | 2022 |
| Probabilistic inference of south african equity option prices under jump-diffusion processes WT Mongwe, T Sidogi, R Mbuvha, T Marwala 2022 IEEE Symposium on Computational Intelligence for Financial Engineering …, 2022 | 2 | 2022 |
Rendani MbuvhaDeepMind Academic Fellow, Queen Mary University of LondonVerified email at wits.ac.za
