{"product_id":"9783032117328","title":"Artificial Intelligence Research : 6th Southern African Conference, SACAIR 2025, Cape Town, South Africa, December 1-5, 2025, Proceedings (Communications in Computer and Information Science)","description":"\u003cp\u003eThis book constitutes the refereed proceedings of the 6th Southern African Conference on Artificial Intelligence Research, SACAIR 2025, held in Cape Town, South Africa, during December 1 5, 2025.\u003c\/p\u003e\u003cp\u003eThe 36 full papers presented in this volume were carefully reviewed and selected from 150 submissions.The papers are organized into the following topical sections: Algorithmic and Data Driven AI; Socio-technical and Human-Centred AI; and Responsible and Ethical AI.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cstrong\u003e.- Algorithmic and Data Driven AI.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Which contextual topic modelling algorithm is the best?.\u003c\/p\u003e\u003cp\u003e.- Leveraging Language Models for Document Type Classification in\n Low-Resource Afrikaans Archives.\u003c\/p\u003e\u003cp\u003e.-  Hybrid Automatic Modulation Classification for Increased Robustness\n under White-Box Adversarial Attacks.\u003c\/p\u003e\u003cp\u003e.- Counterfactual Explanation Model for Personalised Dietary\n Interventions in Anaemia Patients.\u003c\/p\u003e\u003cp\u003e.- Feature extraction for plant growth estimation.\u003c\/p\u003e\u003cp\u003e.- Exploring the impact of different loss functions for anomaly prediction\n in a mineral processing plant.\u003c\/p\u003e\u003cp\u003e.- Modifying class distributions to improve the classification of minority\n group examples in a class-imbalanced dataset.\u003c\/p\u003e\u003cp\u003e.- Evaluating OCR performance on food packaging labels in South Africa.\u003c\/p\u003e\u003cp\u003e.- Investigating the Impact of Multilingual Pre-trained Speech Models on\n Gender Bias in ASR for Low Resource African Languages.\u003c\/p\u003e\u003cp\u003e.- A Two Stage Pipeline for Automated Caries Detection on Single Tooth\n Images from Panoramic Radiographs.\u003c\/p\u003e\u003cp\u003e.- Exploring syllable similarity across South African languages through\n self-supervised speech representation.\u003c\/p\u003e\u003cp\u003e.- Data Pruning: Redundant, Problematic, and Interdependent Samples.\u003c\/p\u003e\u003cp\u003e.- Restoring Neural Network Plasticity for Faster Transfer Learning.\u003c\/p\u003e\u003cp\u003e.- AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention\n Matching for Low-Resource Languages.\u003c\/p\u003e\u003cp\u003e.- Code-Switch Pretraining for Improved Cross-Lingual Alignment in\n Low-Resource Languages.\u003c\/p\u003e\u003cp\u003e.- Identification of Social Media Users that Perpetuate Xenophobic\n Attitudes and Hate Speech Narratives in South Africa.\u003c\/p\u003e\u003cp\u003e.- HAPI-FedProx: Heterogeneity-Aware Adaptive Proximal Optimization\n for Federated Learning.\u003c\/p\u003e\u003cp\u003e.- Fog-Based Deep Learning for Real-Time Cold Chain Temperature\n Prediction Using IoT Data.\u003c\/p\u003e\u003cp\u003e.-  Robust Driver Distraction Recognition via Lightweight Body-Part\n Association and Object Context on NVIDIA Jetson.\u003c\/p\u003e\u003cp\u003e.- Nearest-Class Mean and Logits Agreement for Wildlife Open-Set\n Recognition.\u003c\/p\u003e\u003cp\u003e.- Semi-Supervised Object Segmentation via Active Learning for Efficient\n Ecological Monitoring.\u003c\/p\u003e\u003cp\u003e.- Scaling behavior of Encoder Language Models in Low-Resource Settings.\u003c\/p\u003e\u003cp\u003e.- Enhancing Target Re-Identification via Model Fusion and\n Knowledge Distillation of Pre-trained Foundation Models.\u003c\/p\u003e\u003cp\u003e.-  Heart Disease Prediction: A Comparative Study of Optimizers \n Performance in Deep Neural Networks.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.-  Socio-technical and Human-Centred AI.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- AI-Enabled Cybersecurity Implementation: A Case Study of Critical\n Success Factors in a South African SOE.\u003c\/p\u003e\u003cp\u003e.- Large Language Model Evaluation: From Model-Centric Benchmarks\n to System-Level Metrics.\u003c\/p\u003e\u003cp\u003e.-  Exploring Postgraduate Students Use and Perceptions of Generative\n AI as a Research Support Tool: A South African Case.\u003c\/p\u003e\u003cp\u003e.-  An Awareness Framework for Sustainable Selection of LLMs in Business.\u003c\/p\u003e\u003cp\u003e.- Synthesizing Insights from AI in Africa: A Comprehensive Qualitative\n Analysis.\u003c\/p\u003e\u003cp\u003e.- Factors influencing the use of Autonomous Vehicles on Traditional\n Road Infrastructure in The Western Cape.\u003c\/p\u003e\u003cp\u003e.- An Agentic LLM-Powered Framework for Cholera Risk Prediction and\n Actionable Insights from Explainable ML and Statistical Insights.\u003c\/p\u003e\u003cp\u003e.- A Scoping Review on Generative AI prompting to optimize the\n workflow of healthcare professionals in sub-Saharan Africa.\u003c\/p\u003e\u003cp\u003e.- Detection Of Power Line Insulator Defects Using YOLOv10-N.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.-  Responsible and Ethical AI.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Artificially Generated Minorities (AGMs): The Veneer of Algorithmic\n Bias Correction.\u003c\/p\u003e\u003cp\u003e.- Under-resou\u003c\/p\u003e","brand":"Springer Nature Switzerland AG","offers":[{"title":"Default Title","offer_id":45669272649807,"sku":"00000_00000_00000_00000","price":3500.0,"currency_code":"TWD","in_stock":true}],"url":"https:\/\/kinokuniya.com.tw\/products\/9783032117328","provider":"Books Kinokuniya Taiwan","version":"1.0","type":"link"}