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ORCIDPanAfriCon AI 2023: Addis Ababa, Ethiopia
- Taye Girma Debelee
, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano:
Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part I. Communications in Computer and Information Science 2068, Springer 2024, ISBN 978-3-031-57623-2
Medical AI
- Elbetel Taye Zewde, Mersibon Melese Motuma, Yehualashet Megersa Ayano, Taye Girma Debelee, Degaga Wolde Feyisa:
Machine Learning Based Stroke Segmentation and Classification from CT-Scan: A Survey. 3-45 - Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Samuel Sisay Hailu:
Multitask Deep Convolutional Neural Network with Attention for Pulmonary Tuberculosis Detection and Weak Localization of Pathological Manifestations in Chest X-Ray. 46-59 - Akalu Abraham, Misganu Tuse, Million Meshesha:
Automated Kidney Segmentation and Disease Classification Using CNN-Based Models. 60-72 - Ahmed Abdalaziz, Friedhelm Schwenker:
Generating Synthetic Brain Tumor Data Using StyleGAN3 for Lower Class Enhancement. 73-87 - Uriel Nguefack Yefou, Pauline Ornela Megne Choudja, Binta Sow, Abduljaleel Adejumo:
Optimized Machine Learning Models for Hepatitis C Prediction: Leveraging Optuna for Hyperparameter Tuning and Streamlit for Model Deployment. 88-100 - Dereje Degeffa Demissie, Fitsum Assamnew Andargie:
Explainable Rhythm-Based Heart Disease Detection from ECG Signals. 101-116 - Betimihirt Getnet Tsehay Demis, Abdulkerim Mohammed Yibre:
Development of an Explainable Heart Failure Patients Survival Status Prediction Model Using Machine Learning Algorithms. 117-137
Natural Language Processing, Text and Speech Processing
- Yesuf Mohamed, Wolfgang Menzel:
Transfer of Models and Resources for Under-Resourced Languages Semantic Role Labeling. 141-153 - Wondimu Lambamo, Ramasamy Srinivasagan, Worku Jifara:
Speaker Identification Under Noisy Conditions Using Hybrid Deep Learning Model. 154-175 - Robbel Habtamu, Beakal Gizachew Assefa:
State-of-the-Art Approaches to Word Sense Disambiguation: A Multilingual Investigation. 176-202 - Habtamu Shiferaw Asmare, Abdulkerim Mohammed Yibre:
Ge'ez Syntax Error Detection Using Deep Learning Approaches. 203-220 - Bereket Desbele Ghebregiorgis, Yonatan Yosef Tekle, Mebrahtu Fisshaye Kidane, Mussie Kaleab Keleta, Rutta Fissehatsion Ghebraeb, Daniel Tesfai Gebretatios:
Tigrinya End-to-End Speech Recognition: A Hybrid Connectionist Temporal Classification-Attention Approach. 221-236 - Martha Yifiru Tachbelie, Solomon Teferra Abate, Rosa Tsegaye Aga, Rahel Mekonnen, Hiwot Mulugeta, Abel Mulat, Ashenafi Mulat, Solomon Merkebu, Taye Girma Debelee, Worku Gachena:
DNN-Based Supervised Spontaneous Court Hearing Transcription for Amharic. 237-249 - Bereket Siraw Deneke, Rosa Tsegaye Aga, Mesay Samuel, Abel Mulat, Ashenafi Mulat, Abel Abebe, Rahel Mekonnen, Hiwot Mulugeta, Taye Girma Debelee, Worku Gachena:
Typewritten OCR Model for Ethiopic Characters. 250-261 - Yalemsew Abate Tefera, Tsegamlak Terefe Debella, Habib Mohammed Hussien, Dereje Hailemariam Woldegebreal:
Compressed Amharic Text: A Prediction by Partial Match Context-Modeling Algorithm. 262-279
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