Journal
Deep reinforcement learning for multi-objective satellite task scheduling
IEEE Transactions on Aerospace and Electronic Systems, Vol. 61, pp. 230–248
Publications & Scholarly Output
A curated look at our research contributions to the global computer science community — from top-tier journal articles to conference proceedings and book chapters.
Published in
NeurIPS
IEEE Transactions
ACM Computing Surveys
ICALP
GECCO
TACAS
Information Sciences
Theoretical Computer Science
SAICSIT
Pattern Recognition
Artificial Intelligence
LNCS (Springer)
0
Total Publications
since 2018
since 2018
0
Journal
Articles
Articles
0
Conference
Papers
Papers
0
Book Chapters
& Reports
& Reports
Selected Publications
Browse highlights from each research group. Use the tabs to filter by area.
Conference
Swarm-based neural architecture search for low-resource image classification
Proceedings of GECCO 2025, ACM, pp. 422–431
Journal
Particle swarm optimisation with adaptive inertia weight for radio interferometric calibration
Information Sciences, Vol. 658, pp. 120–138
Conference
Cognitive robotics with evolutionary planning in partially observable environments
IEEE Symposium on Computational Intelligence (SSCI 2024)
Journal
A survey of meta-heuristic algorithms for deep learning training
ACM Computing Surveys, Vol. 55, No. 12, Article 254
Journal
Descriptional complexity of symmetric difference NFAs revisited
Theoretical Computer Science, Vol. 1012, Article 114762
Conference
Cellular automata for adaptive textile pattern generation
Proceedings of ICALP 2024, LNCS Vol. 14132, Springer, pp. 98–112
Journal
Probabilistic automata for algorithmic music generation: A South African case study
Journal of New Music Research, Vol. 52, No. 3, pp. 210–227
Conference
Automatic grammar correction for under-resourced languages using weighted finite-state transducers
SAICSIT 2022, Lecture Notes in Computer Science, Springer
Conference
Concurrency-aware symbolic execution with COASTAL 2.0
Proceedings of TACAS 2025, LNCS, Springer
Journal
Efficient bounded model checking for multi-threaded C programs using CSeq
Formal Methods in System Design, Vol. 62, pp. 44–78
Journal
Fuzzing meets symbolic execution: A hybrid approach using ESBMC for IoT firmware
IEEE Transactions on Software Engineering, Vol. 49, No. 8, pp. 3902–3918
Conference
Multilingual transformer fine-tuning for isiXhosa and Afrikaans sentiment analysis
ACL 2025, Association for Computational Linguistics
Journal
Named entity recognition for South African legal texts using pre-trained language models
Natural Language Engineering, Vol. 30, No. 4, pp. 612–633
Conference
Cross-lingual text classification for Nguni languages with multilingual BERT
LREC-COLING 2023
Journal
Anomaly detection in SKA radio telescope data streams using graph neural networks
Astronomy and Computing, Vol. 48, Article 100842
Conference
Predictive modelling of crop yields in the Western Cape using geospatial machine learning
Proceedings of KDD 2024, ACM, Applied Data Science Track
Journal
A framework for interactive public health dashboards using South African COVID-19 surveillance data
Journal of Biomedical Informatics, Vol. 130, Article 104090
Conference
QoS-aware routing in software-defined broadband networks for rural South Africa
IEEE AFRICON 2024
Journal
Energy-efficient mobile edge computing for 5G-enabled IoT applications
Computer Networks, Vol. 231, Article 109812
Output Over The Years
Our trajectory shows consistent, growing research output across all groups.
* 2025 publications as of March 2026 (partial year data).
Publications by Research Area
How our scholarly output is distributed across our 7 active research groups.
Machine Learning & AI
48
Automata & Languages
30
Software Engineering
25
NLP
20
Data Science
14
Networks
8
Robotics
4
Publishing in top venues isn't just about prestige — it's about ensuring our research reaches the people who can build on it, apply it, and ultimately improve lives. From Stellenbosch, we're contributing to a global conversation.— Prof. A.P. Engelbrecht, Research Chair in Computational Intelligence
Explore the Full Collection
Our complete and up-to-date list of publications is maintained on the official CS Division website. Interested in collaborating or citing our work?