Vukosi Marivate
Orcid: 0000-0002-6731-6267Affiliations:
- University of Pretoria, Department of Computer Science, South Africa
According to our database1,
Vukosi Marivate
authored at least 64 papers
between 2007 and 2023.
Collaborative distances:
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On csauthors.net:
Bibliography
2023
A review and comparative study of cancer detection using machine learning: SBERT and SimCSE application.
BMC Bioinform., December, 2023
CoRR, 2023
CoRR, 2023
Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts Prompting.
CoRR, 2023
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati.
CoRR, 2023
Textual Augmentation Techniques Applied to Low Resource Machine Translation: Case of Swahili.
CoRR, 2023
Preparing the Vuk'uzenzele and ZA-gov-multilingual South African multilingual corpora.
CoRR, 2023
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the Fourth workshop on Resources for African Indigenous Languages (RAIL 2023), 2023
Preparing the Vuk'uzenzele and ZA-gov-multilingual South African multilingual corpora.
Proceedings of the Fourth workshop on Resources for African Indigenous Languages (RAIL 2023), 2023
Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thought Prompting.
Proceedings of the 4th African Human Computer Interaction Conference, 2023
Proceedings of the 4th Workshop on African Natural Language Processing, 2023
Proceedings of the 4th Workshop on African Natural Language Processing, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Pattern Recognit., 2022
A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education.
CoRR, 2022
Comparing Synthetic Tabular Data Generation Between a Probabilistic Model and a Deep Learning Model for Education Use Cases.
CoRR, 2022
Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages.
Proceedings of the Seventh Conference on Machine Translation, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Semi-supervised learning approaches for predicting South African political sentiment for local government elections.
Proceedings of the dg.o 2022: The 23rd Annual International Conference on Digital Government Research, Virtual Event, Republic of Korea, June 15, 2022
Proceedings of the Emerging Technologies for Developing Countries, 2022
2021
Nat. Comput. Sci., 2021
Digital forensics supported by machine learning for the detection of online sexual predatory chats.
Digit. Investig., 2021
Proceedings of the 2nd AfricaNLP Workshop Proceedings, AfricaNLP@EACL 2021, Virtual Event, 2021
Proceedings of the 11th Global Wordnet Conference, 2021
Transformer-based Machine Translation for Low-resourced Languages embedded with Language Identification.
Proceedings of the Conference on Information Communications Technology and Society, 2021
Proceedings of the Machine Learning and Knowledge Extraction, 2021
Proceedings of the 2021 IEEE AFRICON, 2021
Proceedings of the 2021 IEEE AFRICON, 2021
Extracting and categorising the reactions to COVID-19 by the South African public - A social media study.
Proceedings of the 2021 IEEE AFRICON, 2021
Investigating Statistical and Machine Learning Techniques to Improve the Credit Approval Process in Developing Countries.
Proceedings of the 2021 IEEE AFRICON, 2021
An empirical investigation into audio pipeline approaches for classifying bird species.
Proceedings of the 2021 IEEE AFRICON, 2021
2020
Data Sci. J., 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages.
CoRR, 2020
Low resource language dataset creation, curation and classification: Setswana and Sepedi - Extended Abstract.
CoRR, 2020
Investigating similarities and differences between South African and Sierra Leonean school outcomes using Machine Learning.
CoRR, 2020
Proceedings of the 1st AfricaNLP Workshop Proceedings, 2020
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi.
Proceedings of the 1st AfricaNLP Workshop Proceedings, 2020
Unsupervised Anomaly Detection of Healthcare Providers Using Generative Adversarial Networks.
Proceedings of the Responsible Design, Implementation and Use of Information and Communication Technology, 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the Machine Learning and Knowledge Extraction, 2020
2019
Predicting Road Traffic Accident Severity using Accident Report Data in South Africa.
Proceedings of the 20th Annual International Conference on Digital Government Research, 2019
2018
Exploring data science for public good in South Africa: evaluating factors that lead to success.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, 2018
2017
Employment relations: a data driven analysis of job markets using online job boards and online professional networks.
Proceedings of the International Conference on Web Intelligence, 2017
Semi-supervised probabilistics approach for normalising informal short text messages.
Proceedings of the 2017 Conference on Information Communication Technology and Society (ICTAS), 2017
Proceedings of the Information and Communication Technologies for Development, 2017
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017
2016
Proceedings of the 2016 Information Security for South Africa, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
2015
Proceedings of the 2015 Second International Conference on Information Security and Cyber Forensics, 2015
2014
Proceedings of the Modern Artificial Intelligence for Health Analytics, 2014
2013
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013
2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, 2011
2008
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008
2007
Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation
CoRR, 2007