- Algorithmic and Data Driven AI.- Parameter-Efficient Fine-Tuning of Pre-trained Large Language Models for Financial Text Analysis.- Optimally traversing explainability in Bayesian networks via the graphical Lasso.- Assessing multilinguality of topic models on a short-text South African languages dataset.- Cascaded RFM-based Fuzzy Clustering Model for Dynamic Customer Segmentation in Retail Sector.- Automatic Assessment of Speech Impediment for South African Early Literacy Readers.- Automated Enhancement of isiZulu Data Collection for the African Health Research Institute.- AI in Education: An Analysis of Large Language Models for Twi Automatic Short Answer Grading.
- Enhancing Credit Risk Assessment through Transformer Based Machine Learning Models.- Predicting and discovering weather patterns in South Africa using Spatial-Temporal Graph Neural Networks.- Benchmarking Political Bias Classification with In-Context Learning: Insights from GPT-3.5, GPT-4, LLaMA-3, and Gemma-2.- Uncovering the ANPR Performance Gap: A Commercial Systems Analysis.- Neural Network-based Vehicular Channel Estimation Performance: Effect of Noise in the Training Set.- Deep Learning-based Network Intrusion Detection Systems: A Systematic Literature Review.- Impact of batch normalization on convolutional network representations.
- Does simple trump complex? Comparing strategies for adversarial robustness in DNNs.- A novel approach to lion re-Identification using vision transformers.- Assessing Data-Driven of Discriminative Deep Learning Models in Classification Task Using Synthetic Pandemic Dataset.- Deep Neural Network Compression for Lightweight and Accurate Fish Classification.- Pre-training a Transformer-Based Generative Model Using a Small Sepedi Dataset.- Automated Fish Detection in Underwater Environments: Performance Analysis of YOLOv8 and YOLO-NAS.- Socio-technical and human-centred AI (Information Systems).- The Effect of Generative AI on Cognitive Thinking Skills in Higher Education Institutions: A Systematic Literature Review.
- LLMs as Enablers of Accessible Business Process Modeling.- The role of artificial intelligence in modern language translation and its societal applications: A systematic literature review.- Deep Learning Forecasting of Photovoltaics Output Using Digital Twin Data.- Responsible and Ethical AI (Philosophy, Law and Humanities).- Requirements Engineering (RE) in Artificial Intelligence (AI) Systems Implementation: The Need to Emphasize Non-Functional Requirements (NFRs) for Ethical AI.- Democratic AI: Justification for a Broad View of Public Reason.- Symbolic AI and Knowledge Representation and Reasoning.- Towards Propositional KLM-Style Defeasible Standpoint Logics.
- Non-monotonic Extensions to Formal Concept Analysis via Object Preferences.- Knowledge Compilation for KLM-Style Defeasible Reasoning.