ICT4DA

Publications

2023

Hamza Shukri Abdurahman, Amare Kassaw Yimer
Application of Machine Learning Algorithms for Pneumonia Detection and Classification. ICT4DA (2023)
Getamesay Haile Dagnaw, Meryam El Mouthadi
Towards Explainable Artificial Intelligence for Pneumonia and Tuberculosis Classification from Chest X-Ray. ICT4DA (2023)
Sileshi Nibret Zeleke, Solomon Zemene, Mario Bochicchio
Ensemble Learning for Encrypted Malware Detection and Classification. ICT4DA (2023)
Betelhem Zewdu Wubineh, Biniyam Yirsaw Metekiya
A Knowledge-Based System to Predict Crime from Criminal Records in the Case of Hossana Police Commission. ICT4DA (2023)
International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2023, Bahir Dar, Ethiopia, October 26-28, 2023 ICT4DA (2023)
Abebaw Worku, Esubalew Alemneh, Yibeltal Assefa, Tadilo Getaneh, Siraye Mekonnen
Test Case Generation from Quality Attribute Scenarios Using Machine Learning Approach. ICT4DA (2023)
Abebe Dessie, Million Meshesha, Metadel Addis
Machine Learning-Based Categorization of Racism in Amharic Text Using Multi-Class Classification. ICT4DA (2023)
Habtamu Shiferaw Asmare, Abdulkerim Mohammed Yibre
Geez Part of Speech Tagging Using Deep Learning Approaches. ICT4DA (2023)
Rediet Yimenu Ephrem, Abdulkerim Mohammed Yibre
Visual Acuity Classification Using Ensemble Machine Learning Algorithms: With Explainable Approach. ICT4DA (2023)
Behaylu Tadele Alemu, Alemu Jorgi Muhammed
Controller-Targeted DDoS Attack Detection and Mitigation in Software-Defined Internet of Vehicles (SD-IoV). ICT4DA (2023)
Abdulkerim Mohammed Yibre, Seblewongale Mezgebu Ayene
Wind Power Forecasting Model Using Deep Learning Approach. ICT4DA (2023)
Selamu Shamore, Amin Tuni Gure, Mohammed Abebe Yimer
Hadiyyissa Automatic Speech Recognition Using Deep Learning Approach. ICT4DA (2023)
Ermias Kassahun, Kehali A. Jember, Paulos Ayelign
Investigating the Benefits of Using Non-Orthogonal Multiple Access for Double Connetion LiFi-RF Networks. ICT4DA (2023)
Siraye Mekonnen, Alemu Kumilachew, Yibeltal Assefa, Abebaw Worku
Anaphoric Term Classification and Resolution Model for Amharic Pronouns: Using Deep Learning Technique. ICT4DA (2023)
Getachew Ambaye, Krishna Krishnan, Enkhsaikhan Boldsaikhan
Detection of Small Screws Using Machine Learning. ICT4DA (2023)
Yibeltal Assefa, Esubalew Alemneh, Shegaw Nibret, Abebaw Worku
Software Risk Prediction at Requirement and Design Phase : An Ensemble Machine Learning Approach. ICT4DA (2023)
Baye Zenebe Chekole, Mulugeta Atlabachew Abegaz
Mutual Coupling Reduction for Multiband Phased Array Antenna Using Metamaterial Surface for Millimeter Wave Communication. ICT4DA (2023)
Zelalem Asfaw, Daniel Alemneh, Worku Jimma
Data-Driven Decision-Making and Its Impacts on Education Quality in Developing Countries: A Systematic Review. ICT4DA (2023)
Adane Kasie Chekole, Tesfa Tegegne Asfaw, Mengistu Kinfe Negia
Bi-Directional Machine Translation Between Amharic and Khimtagne Using Deep Learning. ICT4DA (2023)
Immaculate Musyoka, John Wandeto, Benson Kituku
Multimodal Cyberbullying Detection Using Deep Learning Techniques: A Review. ICT4DA (2023)
David Gichohi Maina, Juliet Chebet Moso, Patrick Kinyua Gikunda
Detecting Fraud in Motor Insurance Claims Using XGBoost Algorithm with SMOTE. ICT4DA (2023)
Irad Mwendo, Patrick Gikunda, Anthony Maina
ResMultNet-50: An Automatic Medical Image Diagnosis Approach for Lung Diseases Using Deep Transfer Learning. ICT4DA (2023)
Helawe Behailu Erdaw, Yesuneh Getachew Taye, Dereje Teferi Lemma
A Real-Time Obstacle Detection and Classification System For Assisting Blind and Visually Impaired People Based On Yolo Model. ICT4DA (2023)
Belayneh Teshome Kebie, Mekuanint Agegnehu Bitew, Yesuneh Getachew Taye
Performance Analysis of SDN with a Hybrid Data Plane of MPLS and SDN. ICT4DA (2023)
Yohannes Sefane Molla, Samuel Temesgen Yimer, Esubalew Alemneh
COSMIC-Functional Size Classification of Agile Software Development: Deep Learning Approach. ICT4DA (2023)
Tsedale Mulugeta, Micheal Melese, Yibeltal Assefa, Birku Gedif
Machine Learning Based Delivery Date Prediction For Child Birth. ICT4DA (2023)
Sefinew Getnet, Getasew Abeba, Yalemzewd Negash, Amare Genetu
Performance Analysis of POCO Framework Under Failure Scenario in SDN-Enabled Controller Placement. ICT4DA (2023)
Tamiru Melese, Yirga Yayeh
Hybrid Deep-Machine Learning Based Performance Comparison for Soybean Plant Disease Identification. ICT4DA (2023)
Fekerte Berhanu, Esubalew Alemneh
Classification and Prioritization of Requirements Smells Using Machine Learning Techniques. ICT4DA (2023)
Enchalew Enawugaw, Yirga Yayeh
Machine Learning Based Soil-Type Classification. ICT4DA (2023)
Birku Gedif, Abebe Alemu, Yibeltal Assefa, Shegaw Nibret
Design Amharic Text Sentiment Analysis Model Using Machine Learning Techniques. In Case of Restaurant Reviews. ICT4DA (2023)
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. ICT4DA (2023)
Sefineh Getachew, Yirga Yayeh
Gex'ez-English Bi-Directional Neural Machine Translation Using Transformer. ICT4DA (2023)
Yohannes Worku, Birhanu Hailu Belay, Bizuayehu Tadege
A Multitask Learning Approach for Habesha Fashion Cloth Recognition and Classification. ICT4DA (2023)
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. ICT4DA (2023)
Arega Mulu, Asaminew Gizaw
Habesha Women's Dress Embroidery Design Identification Using an Ensemble Feature Extraction Approach. ICT4DA (2023)

2022