Wilson Tsakane Mongwe

16 papers Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting Block Delays in Bitcoin Blockchain via Bayesian and Non-Bayesian Logistic Regression.
IEEE Access
Phumzile T. Mgcima, Wilson Tsakane Mongwe, Peter O. Olukanmi
2023 J jnl
A Signature Transform of Limit Order Book Data for Stock Price Prediction.
IEEE Access
Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Peter O. Olukanmi, Tshilidzi Marwala
2022 — conf
Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions.
SSCI
Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2022 J jnl
Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning.
IEEE Access
Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2022 J jnl
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic.
CoRR
Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala
2022 — conf
Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes.
CIFEr
Wilson Tsakane Mongwe, Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala
2022 J jnl
Shadow Magnetic Hamiltonian Monte Carlo.
IEEE Access
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Adaptive Magnetic Hamiltonian Monte Carlo.
IEEE Access
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo.
IEEE Access
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Antithetic Magnetic and Shadow Hamiltonian Monte Carlo.
IEEE Access
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo.
CoRR
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms.
Algorithms
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment.
IEEE Access
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021 J jnl
Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo.
IEEE Access
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2020 J jnl
A Survey of Automated Financial Statement Fraud Detection with Relevance to the South African Context.
South Afr. Comput. J.
Wilson Tsakane Mongwe, Katherine M. Malan
2020 — conf
The Efficacy of Financial Ratios for Fraud Detection Using Self Organising Maps.
SSCI
Wilson Tsakane Mongwe, Katherine M. Malan