Rendani Mbuvha

According to our database, Rendani Mbuvha authored at least 28 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration.

Rendani Mbuvha, Yassine Yaakoubi, John Bagiliko, Santiago Hincapie Potes, Amal Nammouchi, Sabrina Amrouche

CoRR, 2024

2023

Open problems in causal structure learning: A case study of COVID-19 in the UK.

Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro

Expert Syst. Appl., December, 2023

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

MphayaNER: Named Entity Recognition for Tshivenda.

Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala

Proceedings of the 4th Workshop on African Natural Language Processing, 2023

2022

Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic.

Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala

CoRR, 2022

Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning.

Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2022

Shadow Magnetic Hamiltonian Monte Carlo.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2022

Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions.

Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes.

Wilson Tsakane Mongwe, Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala

Proceedings of the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2022

2021

Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

CoRR, 2021

Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique.

Rendani Mbuvha, Patience Zondo, Aluwani Mauda, Tshilidzi Marwala

CoRR, 2021

Forecasting The JSE Top 40 Using Long Short-Term Memory Networks.

Adam Balusik, Jared de Magalhaes, Rendani Mbuvha

CoRR, 2021

Healing Products of Gaussian Processes.

Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth

CoRR, 2021

Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

Algorithms, 2021

Adaptive Magnetic Hamiltonian Monte Carlo.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2021

Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2021

Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2021

Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2021

Antithetic Magnetic and Shadow Hamiltonian Monte Carlo.

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

IEEE Access, 2021

Stock Price Prediction Using Sentiment Analysis.

Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection.

Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala

CoRR, 2020

Short-Term Wind Speed Forecasting Using Statistical and Machine Learning Methods.

Lucky O. Daniel, Caston Sigauke, Colin Chibaya, Rendani Mbuvha

Algorithms, 2020

Forecasting Hourly Global Horizontal Solar Irradiance in South Africa Using Machine Learning Models.

Tendani Mutavhatsindi, Caston Sigauke, Rendani Mbuvha

IEEE Access, 2020

Healing Products of Gaussian Process Experts.

Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling.

Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala

CoRR, 2019

Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling.

Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction.

Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala, Fernando Buarque de Lima Neto

Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

2017

On the Performance of Network Parallel Training in Artificial Neural Networks.

Ludvig Ericson, Rendani Mbuvha

CoRR, 2017