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| Link zu diesem Datensatz | https://d-nb.info/1383031797 |
| Titel | Artificial Intelligence Research : 6th Southern African Conference, SACAIR 2025, Cape Town, South Africa, December 1–5, 2025, Proceedings / edited by Aurona Gerber, Anban W. Pillay |
| Person(en) |
Gerber, Aurona (Herausgeber) Pillay, Anban W. (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XXII, 590 p. 116 illus., 103 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-11732-8 Printed edition:: ISBN: 978-3-032-11734-2 |
| Inhalt | -- 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511290305312.682895050873 DOI: 10.1007/978-3-032-11733-5 |
| URL | https://doi.org/10.1007/978-3-032-11733-5 |
| ISBN/Einband/Preis | 978-3-032-11733-5 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2784 |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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