Stock Price Prediction Using Sentiment Analysis. - Thendo Sidogi; Rendani Mbuvha; Tshilidzi Marwala (SMC, 2021)

Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes. - Wilson Tsakane Mongwe; Thendo Sidogi; Rendani Mbuvha; Tshilidzi Marwala (CIFEr, 2022)

Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. - Thendo Sidogi; Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (SSCI, 2022)

Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning. - Thendo Sidogi; Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2022)

A Signature Transform of Limit Order Book Data for Stock Price Prediction. - Thendo Sidogi; Wilson Tsakane Mongwe; Rendani Mbuvha; Peter O. Olukanmi; Tshilidzi Marwala (IEEE Access, 2023)