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Vukosi Marivate
Vukosi Marivate
University of Pretoria, Lelapa AI, Deep Learning Indaba, Masakhane NLP
Verified email at cs.up.ac.za - Homepage
Title
Cited by
Cited by
Year
Apprenticeship learning about multiple intentions
M Babes, V Marivate, K Subramanian, ML Littman
Proceedings of the 28th international conference on machine learning (ICML …, 2011
2412011
Unsupervised learning for robust Bitcoin fraud detection
P Monamo, V Marivate, B Twala
2016 Information Security for South Africa (ISSA), 129-134, 2016
1342016
Participatory research for low-resourced machine translation: A case study in african languages
W Nekoto, V Marivate, T Matsila, T Fasubaa, T Kolawole, T Fagbohungbe, ...
arXiv preprint arXiv:2010.02353, 2020
1242020
Improving short text classification through global augmentation methods
V Marivate, T Sefara
Machine Learning and Knowledge Extraction: 4th IFIP TC 5, TC 12, WG 8.4, WG …, 2020
1042020
A multifaceted approach to bitcoin fraud detection: Global and local outliers
PM Monamo, V Marivate, B Twala
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
722016
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
arXiv preprint arXiv:2112.02721, 2021
582021
Use of available data to inform the COVID-19 outbreak in South Africa: a case study
V Marivate, HME Combrink
arXiv preprint arXiv:2004.04813, 2020
562020
Masakhane--Machine Translation For Africa
I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, JT Ali, ...
arXiv preprint arXiv:2003.11529, 2020
492020
An intelligent multi-agent recommender system for human capacity building
VN Marivate, G Ssali, T Marwala
MELECON 2008-The 14th IEEE Mediterranean Electrotechnical Conference, 909-915, 2008
382008
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi
V Marivate, T Sefara, V Chabalala, K Makhaya, T Mokgonyane, ...
Workshop Language Resources and Evaluation Conference 11–16 May 2020, 15, 2020
352020
Investigation into the use of autoencoder neural networks, principal component analysis and support vector regression in estimating missing HIV data
VN Marivate, FV Nelwamondo, T Marwala
IFAC Proceedings Volumes 41 (2), 682-689, 2008
34*2008
Digital forensics supported by machine learning for the detection of online sexual predatory chats
CH Ngejane, JHP Eloff, TJ Sefara, VN Marivate
Forensic science international: Digital investigation 36, 301109, 2021
322021
Data curation during a pandemic and lessons learned from COVID-19
MUG Kraemer, SV Scarpino, V Marivate, B Gutierrez, B Xu, G Lee, ...
Nature Computational Science 1 (1), 9-10, 2021
322021
Predicting road traffic accident severity using accident report data in South Africa
M Mokoatle, D Vukosi Marivate, P Michael Esiefarienrhe Bukohwo
Proceedings of the 20th annual international conference on digital …, 2019
302019
Catching crime: Detection of public safety incidents using social media
V Marivate, P Moiloa
2016 Pattern Recognition Association of South Africa and Robotics and …, 2016
232016
Why is this an anomaly? Explaining anomalies using sequential explanations
T Mokoena, T Celik, V Marivate
Pattern Recognition 121, 108227, 2022
192022
An ensemble of linearly combined reinforcement-learning agents
VN Marivate, M Littman
Workshops at the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
192013
Coronavirus disease (COVID-19) case data-South Africa
V Marivate, R Arbi, H Combrink, A de Waal, H Dryza, D Egersdorfer, ...
Zenodo, 2020
182020
Unsupervised anomaly detection of healthcare providers using generative adversarial networks
K Naidoo, V Marivate
Responsible Design, Implementation and Use of Information and Communication …, 2020
172020
Social Learning methods in board game agents
VN Marivate, T Marwala
Computational Intelligence and Games, 2008. CIG'08. IEEE Symposium On, 323-328, 2008
162008
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Articles 1–20