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ARTIFICIAL INTELLIGENCE RESEARCH, SACAIR 2025

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Papers35
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Journal Papers 35
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Hybrid Automatic Modulation Classification for Increased Robustness Under White-Box Adversarial Attacks
deleteARTIFICIAL INTELLIGENCE RESEARCH, SACAIR 2025
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delete2026-01-01
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deletevan der Merwe, A.; Helberg, A. S. J. .
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Scaling Behavior of Encoder Language Models in Low-Resource Settings
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deleteVisser, Ruan; Grobler, Trienko; Dunaiski, Marcel
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Fog-Based Deep Learning for Real-Time Cold Chain Temperature Prediction Using IoT Data
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deleteTaguta, Jeremiah; Nturambirwe, Jean Frederic Isingizwe; Nyirenda, Clement Nthambazale
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Restoring Neural Network Plasticity for Faster Transfer Learning
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deleteCoetzer, Xander; Schreuder, Arne; Bosman, Anna Sergeevna
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Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition
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deleteHuo, Jiahao; Muthivhi, Mufhumudzi; van Zyl, Terence L.; Gustafsson, Fredrik
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Over-Researched and Under-Resourced: The ELSA Approach to Transdisciplinary AI Research in Low-Trust Neighbourhoods
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deletevan Iersel, Nanou; Storbeck, Majsa; Kruizinga, Marlon; Grauwde, Michael
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Enhancing Target Re-identification via Model Fusion and Knowledge Distillation of Pre-trained Foundation Models
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deleteShoko, Tendai; van Zyl, Terence L.
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An Awareness Framework for Sustainable Selection of LLMs in Business
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deleteAnchia, Natascha Brughitta; Martin, Andreas
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Heart Disease Prediction: A Comparative Study of Optimizers' Performance in Deep Neural Networks
deleteARTIFICIAL INTELLIGENCE RESEARCH, SACAIR 2025
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deleteChibuike, Chisom; Ogunsanya, Adeyinka
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Artificially Generated Minorities (AGMs): The Veneer of Algorithmic Bias Correction
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deleteJaja, Ibifuro Robert
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HAPI-FedProx: Heterogeneity-Aware Adaptive Proximal Optimization for Federated Learning
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deleteMhou, Kudzaishe; Senekane, Makhamisa
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Exploring Syllable Similarity Across South African Languages Through Self-supervised Speech Representation
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deleteLouw, Johannes Abraham
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Factors Influencing the Use of Autonomous Vehicles on Traditional Road Infrastructure in the Western Cape
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deleteParker, Naasir; Uys, Walter Ferreira
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Feature Extraction for Plant Growth Estimation
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deleteNgorima, S. A.; Helberg, A. S. J.; Davel, M. H.
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AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource Languages
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deleteRaju, Joshua Sakthivel; Somasundaram, Sanjay; Walia, Jaskaran Singh; Srinivas, R.; Marivate, Vukosi
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Large Language Model Powered Agentic Framework for Cholera Risk Prediction with Explainable ML and Statistical Insights
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deleteJideani, Paul; Gerber, Aurona
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From Principles to Practice: Extracting Human-Centered AI Components from Governance Frameworks
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deletevan den Berg, Cindy; Smuts, Hanlie
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Modifying Class Distributions to Improve the Classification of Minority Group Examples in a Class-Imbalanced Dataset
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deleteMdluli, Banele; van Zyl, Terence L.
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A Scoping Review on Generative AI Prompting to Optimize the Workflow of Healthcare Professionals in Sub-Saharan Africa
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deleteOgundaini, Oluwamayowa; Morris, Lisa-Dionne
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Data Pruning: Redundant, Problematic, and Interdependent Samples
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deleteFreese, Leon; Theunissen, Marthinus Wilhelmus
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