Pan-African Artificial Intelligence and Smart Systems

This two-volume set LNICST 631 & 632 constitutes the proceedings of the Third Pan-African Conference on Pan-African Intelligence and Smart Systems, PAAISS 2024, which was held in Durban, South Africa, during December 4 6, 2024.

. -
Artificial Intelligence Theory and Methods
.

. - Scalable XAI: Towards Explainable Machine Learning Models in Distributed Systems.

. - An Ensemble of Yolov5 Models in Real-time Object Detection in Low Resource Settings.

. - Hybridizing Deep Neural Networks and Machine Learning models for Natural Scene Image Classification.

. - Ensemble CNNs for Solar Flare Image Classification.

. - Natural Language Processing in Automatic Grading of Assessments in Higher Education: A Systematic Literature Review.

. - An Attention-based Deep Learning Model for Term Extraction from Text Using BERT.

. -
Artificial Intelligence and Smart Systems
.

. - Temporal Analysis of Social Concerns on African Social Media: Insights from Topics, Themes, and Sentiments.

. - Real-Time Object Detection using an Ensemble of One Stage and Two Stage Object Detection Models with Dynamic Fine-tuning using Kullback-Leibler Divergence.

. - Hybrid Approach For Image Processing Based On Convolutional Neural Network In Facial Recognition System.

. - Network Anomaly Detection System Using An Attention-Based GNN.

. - Truckchain: A Blockchain-Powered IoT Real-Time Tracking System for Fuel Supply Chain Management.

. - Food Safety 4. 0: The Future of Food Safety Leveraging Industry 4. 0 Technologies.

. - Soil Drainage Classification Using Machine Learning Models: A Comparative Study.

. - A Comparative Analysis of FA1 3 and L evy-Flight Based FA1 3 With Applications In Credit Card Fraud Using SMOTE Data Augmentation.

. - Juro: A Retrieval-Augmented Generation AI Chatbot for Enhancing Legal Information Access in Resource-Constrained Settings.

. - Campus WiFi Demand Prediction: A Case Study on KNUST Campus.

. -
Remote sensing and Artificial Intelligence
.

. - A Particle Swarm Optimization-Long-Short Term Memory (PSO-LSTM) Hybrid Model for Forecasting Global Horizontal Solar Radiation.

. - Modelling Road Networks with Node Structural Features and Graph Convolutional Networks.

. - Leveraging Machine Learning and Climate Data for Enhanced Annual Crop Production Forecasts in Senegal.

. - Road Obstacle Detection Using YOLO Algorithm based on Attention Mechanism.

. - Machine Learning-Based System for Automated Crop Damage Detection and Classification in Insurance Claims.