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ICT4DA 2023, Bahir Dar, Ethiopia
- International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2023, Bahir Dar, Ethiopia, October 26-28, 2023. IEEE 2023, ISBN 979-8-3503-2848-6
- Arega Mulu, Asaminew Gizaw:
Habesha Women's Dress Embroidery Design Identification Using an Ensemble Feature Extraction Approach. 1-6 - Laurie L. Butgereit, Antoinique van Staden:
An AI Contribution to African Economic Development Through Mother Tongue Education - A Linguistic Evaluation of an African-Based AI Mathematics Tutoring Bot. 7-12 - Getachew Ambaye, Krishna Krishnan, Enkhsaikhan Boldsaikhan:
Detection of Small Screws Using Machine Learning. 13-18 - Yibeltal Assefa, Esubalew Alemneh, Shegaw Nibret, Abebaw Worku:
Software Risk Prediction at Requirement and Design Phase : An Ensemble Machine Learning Approach. 19-24 - Tsedale Mulugeta, Micheal Melese, Yibeltal Assefa, Birku Gedif:
Machine Learning Based Delivery Date Prediction For Child Birth. 25-30 - Abebaw Worku, Esubalew Alemneh, Yibeltal Assefa, Tadilo Getaneh, Siraye Mekonnen:
Test Case Generation from Quality Attribute Scenarios Using Machine Learning Approach. 31-36 - Irad Mwendo, Patrick Gikunda, Anthony Maina:
ResMultNet-50: An Automatic Medical Image Diagnosis Approach for Lung Diseases Using Deep Transfer Learning. 37-42 - Siraye Mekonnen, Alemu Kumilachew, Yibeltal Assefa, Abebaw Worku:
Anaphoric Term Classification and Resolution Model for Amharic Pronouns: Using Deep Learning Technique. 43-48 - Fekerte Berhanu
, Esubalew Alemneh:
Classification and Prioritization of Requirements Smells Using Machine Learning Techniques. 49-54 - Getamesay Haile Dagnaw
Towards Explainable Artificial Intelligence for Pneumonia and Tuberculosis Classification from Chest X-Ray. 55-60 - David Gichohi Maina, Juliet Chebet Moso, Patrick Kinyua Gikunda:
Detecting Fraud in Motor Insurance Claims Using XGBoost Algorithm with SMOTE. 61-66 - Hamza Shukri Abdurahman, Amare Kassaw Yimer:
Application of Machine Learning Algorithms for Pneumonia Detection and Classification. 67-72 - Abdulkerim Mohammed Yibre
Wind Power Forecasting Model Using Deep Learning Approach. 73-78 - Helawe Behailu Erdaw, Yesuneh Getachew Taye
A Real-Time Obstacle Detection and Classification System For Assisting Blind and Visually Impaired People Based On Yolo Model. 79-84 - Yohannes Worku, Birhanu Hailu Belay, Bizuayehu Tadege:
A Multitask Learning Approach for Habesha Fashion Cloth Recognition and Classification. 85-89 - Betelhem Zewdu Wubineh
A Knowledge-Based System to Predict Crime from Criminal Records in the Case of Hossana Police Commission. 90-95 - Tamiru Melese
Hybrid Deep-Machine Learning Based Performance Comparison for Soybean Plant Disease Identification. 96-101 - Rediet Yimenu Ephrem, Abdulkerim Mohammed Yibre
Visual Acuity Classification Using Ensemble Machine Learning Algorithms: With Explainable Approach. 102-107 - Belayneh Teshome Kebie
Performance Analysis of SDN with a Hybrid Data Plane of MPLS and SDN. 108-113 - Sefinew Getnet, Getasew Abeba, Yalemzewd Negash, Amare Genetu:
Performance Analysis of POCO Framework Under Failure Scenario in SDN-Enabled Controller Placement. 114-119 - Ermias Kassahun, Kehali A. Jember, Paulos Ayelign:
Investigating the Benefits of Using Non-Orthogonal Multiple Access for Double Connetion LiFi-RF Networks. 120-125 - Baye Zenebe Chekole, Mulugeta Atlabachew Abegaz:
Mutual Coupling Reduction for Multiband Phased Array Antenna Using Metamaterial Surface for Millimeter Wave Communication. 126-131 - Sileshi Nibret Zeleke
Ensemble Learning for Encrypted Malware Detection and Classification. 132-137 - Behaylu Tadele Alemu
Controller-Targeted DDoS Attack Detection and Mitigation in Software-Defined Internet of Vehicles (SD-IoV). 138-143 - Selamu Shamore, Amin Tuni Gure
Hadiyyissa Automatic Speech Recognition Using Deep Learning Approach. 144-149 - Birku Gedif, Abebe Alemu, Yibeltal Assefa, Shegaw Nibret:
Design Amharic Text Sentiment Analysis Model Using Machine Learning Techniques. In Case of Restaurant Reviews. 150-154 - Yohannes Sefane Molla, Samuel Temesgen Yimer, Esubalew Alemneh:
COSMIC-Functional Size Classification of Agile Software Development: Deep Learning Approach. 155-159 - Sefineh Getachew, Yirga Yayeh
Gex'ez-English Bi-Directional Neural Machine Translation Using Transformer. 160-164 - Enchalew Enawugaw, Yirga Yayeh
Machine Learning Based Soil-Type Classification. 165-170 - Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Olga Kolesnikova, Tadesse Kebede Guge, Alexander F. Gelbukh, Grigori Sidorov:
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media. 171-175 - Adane Kasie Chekole, Tesfa Tegegne Asfaw, Mengistu Kinfe Negia:
Bi-Directional Machine Translation Between Amharic and Khimtagne Using Deep Learning. 176-180 - Habtamu Shiferaw Asmare
Geez Part of Speech Tagging Using Deep Learning Approaches. 181-186 - Immaculate Musyoka, John M. Wandeto, Benson Kituku:
Multimodal Cyberbullying Detection Using Deep Learning Techniques: A Review. 187-192 - Abebe Dessie, Million Meshesha, Metadel Addis:
Machine Learning-Based Categorization of Racism in Amharic Text Using Multi-Class Classification. 193-197 - Zelalem Asfaw, Daniel Alemneh, Worku Jimma:
Data-Driven Decision-Making and Its Impacts on Education Quality in Developing Countries: A Systematic Review. 198-203
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