Rendani Mbuvha

30 papers A* 1B 1Journal 23Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration. CoRR Rendani Mbuvha, Yassine Yaakoubi, John Bagiliko, Santiago Hincapie Potes, Amal Nammouchi, Sabrina Amrouche
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
2023	—	`conf`	MphayaNER: Named Entity Recognition for Tshivenda. AfricaNLP Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
2023	J	`jnl`	MphayaNER: Named Entity Recognition for Tshivenda. CoRR Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
2023	J	`jnl`	Open problems in causal structure learning: A case study of COVID-19 in the UK. CoRR Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
2023	J	`jnl`	Open problems in causal structure learning: A case study of COVID-19 in the UK. Expert Syst. Appl. Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
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`	Forecasting The JSE Top 40 Using Long Short-Term Memory Networks. CoRR Adam Balusik, Jared de Magalhaes, Rendani Mbuvha
2021	J	`jnl`	Healing Products of Gaussian Processes. CoRR Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
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`	Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique. CoRR Rendani Mbuvha, Patience Zondo, Aluwani Mauda, Tshilidzi Marwala
2021	B	`conf`	Stock Price Prediction Using Sentiment Analysis. SMC Thendo Sidogi, 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`	An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection. CoRR Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2020	J	`jnl`	Forecasting Hourly Global Horizontal Solar Irradiance in South Africa Using Machine Learning Models. IEEE Access Tendani Mutavhatsindi, Caston Sigauke, Rendani Mbuvha
2020	A*	`conf`	Healing Products of Gaussian Process Experts. ICML Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
2020	J	`jnl`	Short-Term Wind Speed Forecasting Using Statistical and Machine Learning Methods. Algorithms Lucky O. Daniel, Caston Sigauke, Colin Chibaya, Rendani Mbuvha
2019	J	`jnl`	Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling. CoRR Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2019	—	`conf`	Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. ICANN (Workshop) Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2018	—	`conf`	A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction. ICSI (1) Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala, Fernando Buarque de Lima Neto
2017	J	`jnl`	On the Performance of Network Parallel Training in Artificial Neural Networks. CoRR Ludvig Ericson, Rendani Mbuvha