Artificial Intelligence Research, Kartoniert / Broschiert

Blurb

.- Algorithmic and Data Driven AI.

.- Which contextual topic modelling algorithm is the best?.

.- Leveraging Language Models for Document Type Classification in Low-Resource Afrikaans Archives.

.- Hybrid Automatic Modulation Classification for Increased Robustness under White-Box Adversarial Attacks.

.- Counterfactual Explanation Model for Personalised Dietary Interventions in Anaemia Patients.

.- Feature extraction for plant growth estimation.

.- Exploring the impact of different loss functions for anomaly prediction in a mineral processing plant.

.- Modifying class distributions to improve the classification of minority group examples in a class-imbalanced dataset.

.- Evaluating OCR performance on food packaging labels in South Africa.

.- Investigating the Impact of Multilingual Pre-trained Speech Models on Gender Bias in ASR for Low Resource African Languages.

.- A Two Stage Pipeline for Automated Caries Detection on Single Tooth Images from Panoramic Radiographs.

.- Exploring syllable similarity across South African languages through self-supervised speech representation.

.- Data Pruning: Redundant, Problematic, and Interdependent Samples.

.- Restoring Neural Network Plasticity for Faster Transfer Learning.

.- AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource Languages.

.- Code-Switch Pretraining for Improved Cross-Lingual Alignment in Low-Resource Languages.

.- Identification of Social Media Users that Perpetuate Xenophobic Attitudes and Hate Speech Narratives in South Africa.

.- HAPI-FedProx: Heterogeneity-Aware Adaptive Proximal Optimization for Federated Learning.

.- Fog-Based Deep Learning for Real-Time Cold Chain Temperature Prediction Using IoT Data.

.- Robust Driver Distraction Recognition via Lightweight Body-Part Association and Object Context on NVIDIA Jetson.

.- Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition.

.- Semi-Supervised Object Segmentation via Active Learning for Efficient Ecological Monitoring.

.- Scaling behavior of Encoder Language Models in Low-Resource Settings.

.- Enhancing Target Re-Identification via Model Fusion and Knowledge Distillation of Pre-trained Foundation Models.

.- Heart Disease Prediction: A Comparative Study of Optimizers' Performance in Deep Neural Networks.

.- Socio-technical and Human-Centred AI.

.- AI-Enabled Cybersecurity Implementation: A Case Study of Critical Success Factors in a South African SOE.

.- Large Language Model Evaluation: From Model-Centric Benchmarks to System-Level Metrics.

.- Exploring Postgraduate Students' Use and Perceptions of Generative AI as a Research Support Tool: A South African Case.

.- An Awareness Framework for Sustainable Selection of LLMs in Business.

.- Synthesizing Insights from AI in Africa: A Comprehensive Qualitative Analysis.

.- Factors influencing the use of Autonomous Vehicles on Traditional Road Infrastructure in The Western Cape.

.- An Agentic LLM-Powered Framework for Cholera Risk Prediction and Actionable Insights from Explainable ML and Statistical Insights.

.- A Scoping Review on Generative AI prompting to optimize the workflow of healthcare professionals in sub-Saharan Africa.

.- Detection Of Power Line Insulator Defects Using YOLOv10-N.

.- Responsible and Ethical AI.

.- Artificially Generated Minorities (AGMs): The Veneer of Algorithmic Bias Correction.

.- Under-resourced and over-reseached: The ELSA approach to transdisciplinary AI research in low-trust neighborhoods.

.- From Principles to Practice: Extracting Human-Centred AI Components from Governance Frameworks.