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PanAfriCon AI 2022: Addis Ababa, Ethiopia
- Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker:
Pan-African Conference on Artificial Intelligence - First Conference, PanAfriCon AI 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised Selected Papers. Communications in Computer and Information Science 1800, Springer 2023, ISBN 978-3-031-31326-4
AI in Public Health
- Amsalu Fentie Jember, Yehualashet Megersa Ayano, Taye Girma Debelee:
Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial Neural Network. 3-26 - Fraol Gelana Waldamichael, Samuel Rahimeto Kebede, Yehualashet Megersa Ayano, Messay Tesfaye Demissie, Taye Girma Debelee:
A Multi-input Architecture for the Classification of Skin Lesions Using ResNets and Metadata. 27-49 - Shimelis G. Assefa:
Data Management Strategy for AI Deployment in Ethiopian Healthcare System. 50-66 - Gizeaddis Lamesgin Simegn, Mizanu Zelalem Degu:
AI-Based Heart Disease and Brain Stroke Prediction Using Multi-modal Patient Data. 67-78 - Shehabeldin Solyman, Friedhelm Schwenker:
Lung Tumor Detection and Recognition Using Deep Convolutional Neural Networks. 79-91
Agriculture
- Dereje Hinsermu Senbatu, Birhanu Shimelis Girma, Yehualashet Megersa Ayano:
Tomato Leaf Disease Detection and Classification Using Custom Modified AlexNet. 95-113 - Taye Girma Debelee, Samuel Rahimeto Kebede, Fraol Gelana Waldamichael, Daniel Moges Tadesse:
Wheat Yield Prediction Using Machine Learning: A Survey. 114-132
Algorithmic Optimization
- David Härer, Konrad Kraft, Achim Ibenthal:
Small Training Datasets for Deep Learning Based Medical Diagnosis. 135-153 - Marwan Farag, Friedhelm Schwenker:
Using Generative Adversarial Networks for Single Image Super-Resolution. 154-168 - Mubarek Mohammed Yesuf, Beakal Gizachew Assefa:
Model Compression Techniques in Deep Neural Networks. 169-190 - Sinshaw Bekele Habte, Achim Ibenthal, Ephrem Teshale Bekele, Taye Girma Debelee:
Convolution Filter Equivariance/Invariance in Convolutional Neural Networks: A Survey. 191-205
Human-Machine Interaction
- Taye Girma Debelee, Yehualashet Megersa Ayano:
Deep Learning Models for Audio Processing Applications Under Resource-Constrained Devices: A Survey. 209-232 - Mesay Samuel Samuel, Lars Schmidt-Thieme, Durga Prasad Sharma, Abiot Sinamo Boltena, Abey Bruck:
Offline Handwritten Amharic Character Recognition Using Few-Shot Learning. 233-244 - Mengistu Kinfe Negia, Rahel Mekonen Tamiru, Million Meshesha:
Morpheme Based Amharic-Kistanigna Bi-directional Machine Translation Using Deep Learning. 245-257
Economy and Security
- Mesfin Kebede Kassa, Hana Demma Wube:
Benefits and Challenges of Industry 4.0 in African Emerging Economies. 261-276 - Sintayehu Zekarias Esubalew, Ashenafi Kifleyohans Birhanu, Fikir Awoke Fantahun:
Classification and Detection of Prohibited Objects in X-Ray Baggage Security Images. 277-296
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