Personal profile
Research Interests
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty -
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 15 Life on Land
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Collaborations and top research areas from the last five years
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Detection of Power Line Insulator Defects Using YOLOv10-N
Papi, K. S. & van Zyl, T. L., 2026, Artificial Intelligence Research - 6th Southern African Conference, SACAIR 2025, Proceedings. Gerber, A. & Pillay, A. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 531-540 10 p. (Communications in Computer and Information Science; vol. 2784 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enhancing Target Re-identification via Model Fusion and Knowledge Distillation of Pre-trained Foundation Models
Shoko, T. & van Zyl, T. L., 2026, Artificial Intelligence Research - 6th Southern African Conference, SACAIR 2025, Proceedings. Gerber, A. & Pillay, A. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 368-384 17 p. (Communications in Computer and Information Science; vol. 2784 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Modifying Class Distributions to Improve the Classification of Minority Group Examples in a Class-Imbalanced Dataset
Mdluli, B. & van Zyl, T. L., 2026, Artificial Intelligence Research - 6th Southern African Conference, SACAIR 2025, Proceedings. Gerber, A. & Pillay, A. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 112-126 15 p. (Communications in Computer and Information Science; vol. 2784 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition
Huo, J., Muthivhi, M., van Zyl, T. L. & Gustafsson, F., 2026, Artificial Intelligence Research - 6th Southern African Conference, SACAIR 2025, Proceedings. Gerber, A. & Pillay, A. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 316-329 14 p. (Communications in Computer and Information Science; vol. 2784 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deep Learning-Based Network Intrusion Detection Systems: A Systematic Literature Review
Mutembei, L. L., Senekane, M. C. & van Zyl, T., 2025, Artificial Intelligence Research - 5th Southern African Conference, SACAIR 2024, Proceedings. Gerber, A., Maritz, J. & Pillay, A. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-234 28 p. (Communications in Computer and Information Science; vol. 2326 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Press/Media
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University of Witwatersrand Researchers Publish Findings in Engineering (Clustered Bootstrap Similarity Learning Framework: Time Series Forecasting)
25/12/25
1 item of Media coverage
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Data on Technology Detailed by Researchers at University of the Witwatersrand (Multi-step Transfer Learning In Natural Language Processing for the Health Domain)
18/06/24
1 item of Media coverage
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The Battle of Nooitgedacht - The biggest battle fought in the Magaliesberg
13/05/22
1 item of Media coverage
Press/Media