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Citations per year
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Cited by
All
Since 2019
Citations
22
21
h-index
2
2
i10-index
1
1
0
8
4
2018
2019
2020
2021
2022
2023
2024
1
3
8
8
2
Co-authors
Rendani Mbuvha
DeepMind Academic Fellow, Queen Mary University of London
Verified email at wits.ac.za
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Kwanda Ngwenduna
Head of Actuarial
Verified email at landbank.co.za
Machine Learning
Actuarial Science
Deep Learning
Generative Models
Articles
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Cited by
Year
Alleviating class imbalance in actuarial applications using generative adversarial networks
KS Ngwenduna, R Mbuvha
Risks 9 (3), 49
, 2021
18
2021
An investigation into life assurance markets in Africa
KS Ngwenduna, MG Hayes, J Angove
Actuarial Society of South Africa’s 2015 Convention 27, 17-18
, 2015
4
2015
Alleviating Class Imbalance in Actuarial Applications Using Generative Adversarial Networks. Risks 9: 49
KS Ngwenduna, R Mbuvha
s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …
, 2021
2021
A comparative study of the Wasserstein Distance Generative Adversarial Network and SMOTE density-based over-sampling approaches in addressing class imbalance
KS Ngwenduna
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