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ORCIDRendani Mbuvha
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2020 – today
- 2024
[i11]Rendani Mbuvha, Yassine Yaakoubi, John Bagiliko, Santiago Hincapie Potes, Amal Nammouchi, Sabrina Amrouche:
Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration. CoRR abs/2407.05210 (2024)- 2023
- [j12]Thendo Sidogi
, Wilson Tsakane Mongwe, Rendani Mbuvha, Peter O. Olukanmi, Tshilidzi Marwala:
A Signature Transform of Limit Order Book Data for Stock Price Prediction. IEEE Access 11: 70598-70609 (2023) - [j11]Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro:
Open problems in causal structure learning: A case study of COVID-19 in the UK. Expert Syst. Appl. 234: 121069 (2023) - [c7]Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala:
MphayaNER: Named Entity Recognition for Tshivenda. AfricaNLP 2023 - [i10]Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala:
MphayaNER: Named Entity Recognition for Tshivenda. CoRR abs/2304.03952 (2023) - [i9]Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro:
Open problems in causal structure learning: A case study of COVID-19 in the UK. CoRR abs/2305.03859 (2023) - 2022
- [j10]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Shadow Magnetic Hamiltonian Monte Carlo. IEEE Access 10: 34340-34351 (2022) - [j9]Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning. IEEE Access 10: 76966-76974 (2022) - [c6]Wilson Tsakane Mongwe, Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala:
Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes. CIFEr 2022: 1-8 - [c5]Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. SSCI 2022: 1423-1429 - [i8]Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala:
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic. CoRR abs/2211.11576 (2022) - 2021
- [j8]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Antithetic Magnetic and Shadow Hamiltonian Monte Carlo. IEEE Access 9: 49857-49867 (2021) - [j7]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment. IEEE Access 9: 108009-108016 (2021) - [j6]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access 9: 138598-138607 (2021) - [j5]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access 9: 151235-151244 (2021) - [j4]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Adaptive Magnetic Hamiltonian Monte Carlo. IEEE Access 9: 152993-153003 (2021) - [j3]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms. Algorithms 14(12): 351 (2021) - [c4]Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala:
Stock Price Prediction Using Sentiment Analysis. SMC 2021: 46-51 - [i7]Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth:
Healing Products of Gaussian Processes. CoRR abs/2102.07106 (2021) - [i6]Adam Balusik, Jared de Magalhaes, Rendani Mbuvha:
Forecasting The JSE Top 40 Using Long Short-Term Memory Networks. CoRR abs/2104.09855 (2021) - [i5]Rendani Mbuvha, Patience Zondo, Aluwani Mauda, Tshilidzi Marwala:
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique. CoRR abs/2106.06805 (2021) - [i4]Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala:
Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo. CoRR abs/2107.02070 (2021) - 2020
- [j2]Tendani Mutavhatsindi, Caston Sigauke, Rendani Mbuvha:
Forecasting Hourly Global Horizontal Solar Irradiance in South Africa Using Machine Learning Models. IEEE Access 8: 198872-198885 (2020) - [j1]Lucky O. Daniel, Caston Sigauke, Colin Chibaya, Rendani Mbuvha:
Short-Term Wind Speed Forecasting Using Statistical and Machine Learning Methods. Algorithms 13(6): 132 (2020) - [c3]Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth:
Healing Products of Gaussian Process Experts. ICML 2020: 2068-2077 - [i3]Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala:
An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection. CoRR abs/2001.01765 (2020)
2010 – 2019
- 2019
- [c2]Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala:
Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. ICANN (Workshop) 2019: 420-425 - [i2]Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala:
Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling. CoRR abs/1906.06382 (2019) - 2018
- [c1]Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala, Fernando Buarque de Lima Neto:
A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction. ICSI (1) 2018: 498-506 - 2017
- [i1]Ludvig Ericson, Rendani Mbuvha:
On the Performance of Network Parallel Training in Artificial Neural Networks. CoRR abs/1701.05130 (2017)
Coauthor Index
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last updated on 2024-10-07 21:21 CEST by the dblp team
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