Pan-African Conference on Artificial Intelligence: Third Pan African Conference, PanAfriCon AI 2024, Addis Ababa, Ethiopia, October 89, 2024, Proceed [Paperback]

This volume constitutes the proceedings of Third Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2024, held in Addis Ababa, Ethiopia, during October 8–9, 2024.

The 15 full papers presented were thoroughly reviewed and selected from 66 submissions. They are organized in the following topical sections: Cyber Security; AI in Medical, Biology & Sociology; Audio and Image Interpretation;  AI in Engineering; and Natural Language Processing, Text and Speech Processing.

.- Cyber Security.

.- Enhancing Cross-Site Scripting Attack Detection in Web Applications with a Hybrid CNN-BiLSTM and Online Learning Approach.

.- Detection and Classification of Bypass (SIMBox) Fraud Using Deep Learning: A Case Study on Ethio-Telecom of Ethiopia.

.- AI in Medical, Biology & Sciology.

.- Automatic Detection of Fruit′s Spoilage Using Edge Devices.

.- Plant Disease Detection Using Digital Image Processing for Commonly Consumed Food Plants in Ethiopia: A Systematic Literature Review.

.- Systematic Review of Machine Learning Algorithms in Cystic Fibrosis Diagnosis.

.- Machine Learning Approaches for Predicting Gender Disparity in STEM Programs: Systematic Review.

.- Audio and Image Interpretation.

.- DeepFakesUG: Detecting Counterfeit Ugandan Banknotes Using Deep Learning.

.- Speaker Identification in Amharic Language Using Spectrogram Images: Exploring Deep Learning Techniques.

.- AI in Engineering.

.- A Survey on Task Offloading and Resource Provisioning Approaches in VFCNs.