| Paper_ID |
Authors |
Title |
Area |
| 5 |
Bazen G Teferra (University of Toronto)* |
Transforming Anxiety Screening: The Power of Contextual Linguistic Patterns |
Applications of AI to Health
|
| 9 |
Yvan Tamdjo Biakeu (AIMS-Senegal)*; Soona Sedahmed Ali Osman (AIMS-Senegal); Pidong Wang (Google Research) |
Building a zero-shot translation model for some African languages: Afrikaans, Hausa, Malagasy, Swahili, Xhosa, and Zulu |
NLP
|
| 17 |
Shumet Tadesse Nigatu (University of Gondar); Lomi Adane (University of Gondar); Tariku A Gelaw (Ethiopian Artificial Intelligence Institute) |
Language Identification in Low-Resource Multilingual Document Images using Deep Learning Techniques |
Deep Learning
|
| 20 |
zemenfes Hailemariam Gebremedhin ( Addis Ababa University) * ; Mulubrhan Abebe Nerea ( Addis Ababa University); WELEKIROS GEBRESLASIE (AI Institute) ; Abel Abebe Bzuayene (AI Institute) |
Efficient Amharic Audio Search using Text-Based Spoken Term Detection with Models |
Artificial Intelligence
|
| 28 |
Misgina Tsighe Hagos (University College Dublin)*; Kathleen Curran (UCD); Brian Mac Namee (University College Dublin) |
Distance-Aware eXplanation Based Learning |
Computer Vision
|
| 29 |
ELDAD Antwi-Bekoe (AKENTEN APPIAH-MENKA UNIVERSITY OF SKILLS TRAINING AND ENTREPRENEURIAL DEVELOPMENT (AAMUSTED))*; Qiugang Zhan (University of Electronic Science and Technology of China); Xiurui Xie (University of Electronic Science and Technology of China); Guisong Liu (Southwestern University of Finance and Economics) |
Insulator Recognition and Fault Detection Using Deep Learning Approach |
Deep Learning
|
| 32 |
Promise Ricardo Agbedanu (University of Rwanda)* |
Detecting Unseen Malware in Industrial Internet of Things (IIoT) using Optimized SAMKNN and FastICA |
Machine Learning
|
| 34 |
Arnaud Nguembang Fadja (University of Ferrara)* |
An Intelligent Approach to Fruit Inspection: Defect Identification on Plum Surfaces using YOLO-based Model |
Computer Vision |
| 35 |
Arnaud Nguembang Fadja (University of Ferrara)* |
Interpretable Prediction of Covid-19 Positivity using a Neural-Symbolic Approach |
Statistical Reasoning
|
| 39 |
Ezekiel Mensah Martey (University of Electronics Science and Technology of China)*; Obed Appiah (UENR); Yakubu Issaka (UMaT); Kwabena Adu (University of Electronic Science and Technology of China) |
RTDD-EfficientNetB3: Rail Track Defect Detection using Image Processing and Deep Learning |
Deep Learning |
| 40 |
Tadesse Destaw Belay (Wollo University)*; Sanni Ali Mohamed (School of Hygiene and Tropical Medicine); Seid Muhie Yimam (HCDS, University of Hamburg); Tadesse Kebede (Dilla University) |
Data Science for Neonatal Health Data, the Challenges and Opportunities: In the case of Ethiopia |
Machine Learning
|
| 44 |
Anokye A Amponsah (Academic Use)* |
A Novel Fraud Detection and Prevention Method for Healthcare Claims Processing Using Machine Learning and Blockchain Technology |
Applications of AI to Health
|
| 50 |
Joseph Domguia (University of Yaounde 1)*; Guy Nkama (University of Yaounde 1 ) |
Listening Across the Continent: Collecting and Analyzing African Culture Using Community Radios |
NLP
|
| 52 |
Mesay Gemeda ( Centro de Investigación en Computación Instituto Politécnico Nacional)*; Girma Bade ( Wolaita Sodo University ); Atnafu Lambebo Tonja ( Instituto Politécnico Nacional (IPN) ); Olga Kolesnikova ( Instituto Politécnico Nacional ) |
Bilingual Word-Level Language Identification for Omotic Languages |
Natural Language Processing
|
| 58 |
Atnafu Lambebo Tonja (Instituto Politécnico Nacional (IPN))*; Tadesse Destaw Belay (Wollo University); Israel Abebe Azime (AIMS-AMMI); Abinew Ali Ayele (Bahir Dar University); Moges Ahmed (Wuhan University of Technology); Olga Kolesnikova (Instituto Politécnico Nacional); Seid Muhie Yimam (Universität Hamburg) |
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities |
NLP
|
| 59 |
Jazmia Henry (Microsoft)* |
Scaling Laws or The Law of Diminishing Returns: How Scaling Low Quality Data Degrades Language Model Performance |
NLP
|
| 64 |
Misgina Tsighe Hagos ( University College Dublin )*; Kathleen Curran ( UCD ); Brian Mac Namee ( University College Dublin ) |
Predicting Progression Levels of Mild Cognitive Impairment Patients |
Applications of AI to Health
|
| 67 |
Kehinde ARULEBA (University of Leicester)* |
Offline Recognition of Hand-drawn Finite Automata |
Computer Vision
|
| 72 |
Elie N Mulamba (African Institute for Mathematical Sciences)* |
Identify cancer cells based on their biophysical properties |
Machine Learning
|
| 75 |
Hernan D Benitez (aifund.ai)*; David Alejandro Jimenez (Pontificia Universidad Javeriana ); Behnood Rasti (Helmholtz-Zentrum Dresden-Rossendorf (HZDR); Jocelyn Chanussot (France); Juan Florez (Paul Scherrer Institute) |
Change Detection Approach for Remote Sensing Images Using Graph Subspace Fusion |
Computer Vision
|
| 76 |
Semere Kiros Bitew (Ghent University)*; Amir Hadifar (Ghent University); Lucas Sterckx (Lynx Care); Johannes Deleu (Ghet University); Chris Develder (University of Ghent - iMec); Thomas Demeester (Ghent University) |
Distractor Reusing for MCQ Generation in Education |
NLP
|
| 85 |
Urchade Zaratiana (LIPN)* |
Lost or Liberated? A Dive into Bidirectional Transformer LMs Without Positional Encoding |
NLP
|
| 87 |
Sakinat O Folorunso (Olabisi Onabanjo university)* |
A dental cavity classification using fully connected convolutional neural network |
Machine Learning
|
| 90 |
Martha Yifiru Tachbelie (Addis Ababa University)*; Solomon Abate (Addis Ababa University); Tanja Schultz (University of Bremen) |
Multilingual Speech Recognition for 26 Languages |
NLP
|
| 91 |
Natnael A Wondimu (Addis Ababa University)*; Bizuayehu Geberegziabeher (Independent Researcher); Rediet Adugna (Independent Researcher) |
Enhanced Human-Robot Interaction through Spatio-Temporal Saliency Prediction |
Computer Vision
|
| 96 |
JEAN Mrs. AMUKWATSE (UTAMU)* |
Feasibility of nnUNet Model in MR Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan Africa |
Deep Learning
|
| 100 |
Eric Peter Wairagala (Makerere University)*; Jonathan Mukiibi (Makerere University); Andrew Katumba (Makerere University); Joyce Nakatumba-Nabende (Makerere University) |
Addressing Linguistic Disparities through Explainable and Interpretable AI for Low-Resourced Languages with Large Language Models |
NLP
|
| 101 |
Sakinat O Folorunso (Olabisi Onabanjo university)* |
RADIoT: The unifying framework for IoT, Radiomics and Deep Learning Modelling |
Machine Learning
|
| 104 |
Emmanuel Asante (University of Energy and Natural Resources)*; Obed Appiah (UENR); PETER APPIAHENE (UNIVERSITY OF ENERGY AND NATURAL RESOURCES) |
Revolutionizing Maize Classification with a Cutting-Edge Lightweight Deep Convolutional Neural Network |
Deep Learning
|
| 106 |
Girmaw Andualem (Assosa University )*; Wasyihun S Admass (Assosa University) |
DEEP LEARNING BASED AUTOMATIC AMHARIC-ENGLISH CODE-SWITCHING DETECTION AND CORRECTION |
NLP
|
| 109 |
Proscovia Nakiranda (Stellenbosch University)*; Trienko Grobler (Stellenbosch University) |
A Comparison Study: Building Identification in Aerial Imagery using Multi-task Learning |
Artificial Intelligence
|
| 112 |
Oreoluwa Boluwatife Babatunde (Olabisi Onabanjo University)*; Victor Olufemi (Obafemi Awolowo University); Toluwani Aremu (Mohamed Bin Zayed University Of Artificial Intelligence) |
Enhancing ASR with Zero-Shot Learning for Nigerian Accents |
NLP
|
| 118 |
Anthony Soronnadi (Data Scientists Network)*; Olubayo Adekanmbi (Data Science Nigeria |
Investigating Large Language Models’ Capability in Capturing Cultural Nuances Used for Describing Locations in Nigeria |
NLP
|
| 120 |
Michael Solomon Desta (Korenti Craft Technologies PLC)*; Selameab Demilew (Korenti Craft Technologies); Yeabsira E Tessema (Korenti Craft Technologies); Meron Yohannes Abayneh (Addis Ababa University) |
Cross-modal RGB to Thermal Image Distillation |
Computer Vision
|
| 125 |
Abel A Mekonnen (Korenti Craft Technologies plc)*; Meron Yohannes Abayneh (Addis Ababa University); SELAMAWIT A HAILE (ADDIS ABABA UNIVERSITY); Hawi Abera Hunde (Addis Ababa University ); Leulseged Admasu (Korenti Craft Technologies plc) |
MixStrokes: Harnessing MLP Mixers for Keystroke Dynamics Authentication |
Deep Learning
|
| 127 |
Saba Abdulaziz (University of Khartoum )*; Najlaa Musa Mohamed (University Of Khartoum) |
Multilingual Stable Diffusion: Towards More Inclusive Text-to-Image Synthesis |
Artificial Intelligence
|
| 128 |
Michael Melese Woldeyohannis (Addis Ababa University, Addis Ababa, Ethiopia)* |
Bilingual Hate Speech Detection for Amharic and Afaan Oromo Language |
NLP
|
| 129 |
Filmawit Teklebrhan Fisiha (Filmawit)*; Misgina Tsighe Hagos (University College Dublin); Abere Yekoye Dessalegn (LMCCO); Solomon Worku (GAMBY medical and business college ) |
A Postpartum family planning dataset |
Applications of AI to Health
|
| 130 |
Rahel Tamiru ( Bahir Dar Universty )* |
Automatic Speech Recognition using Self-Supervised Learning Approach |
NLP
|
| 131 |
Ammar Nasr Khairi (University of Edinburgh)* |
Scaling Down Multilingual Language Models of Code |
NLP
|
| 132 |
Siphendulwe Zaza (Rhodes Artificial Intelligence Research Group)*; Marcellin Atemkeng (Rhodes University South Africa) |
Automating Anomaly Detection in Telemetry Datasets and Analysing in South Africa Fish Movement Patterns Using Long Short Term Memory and Autoencoders: A Time Series Analysis Approach |
Machine Learning
|
| 133 |
Mosima M Masethe (Durban University of Technology)*; Mosima Masethe (Sefako Makgatho Health Sciences University) |
Paraphrase Generation Model Using Transformer Based Architecture |
NLP
|
| 138 |
Simphiwe Zitha (Eurowings Digital )* |
Multi-Task Recursive Classification with Examples (MTRCE) |
Artificial Intelligence
|
| 139 |
Semere Kiros Bitew (Ghent University)*; Johannes Deleu (Ghet University); Chris Develder (University of Ghent - iMec); Thomas Demeester (Ghent University) |
Distractor Generation via Dynamic Prompts & LLMs |
Applications of AI to education
|
| 141 |
Rose-Mary Owusuaa Mensah Gyening (Kwame Nkrumah University of Science and Technology)*; Kate Takyi (Kwame Nkrumah University of Science and Technology); James Ben Hayfron-Acquah (Kwame Nkrumah University of Science and Technology); Michael Asante (Kwame Nkrumah University of Science and Technology) |
Deep-Fuzzy Personalisation Framework For Robot-Assisted Learning For Children With Autism |
Artificial Intelligence
|
| 145 |
Mengistu K Negia (Bahir Dar Institute of Technology, Bahir Dar University)*; Rahel Mekonen Tamiru (Bahir Dar Universty) |
Morpheme-based Amharic-Kistangigna Bi-directional Machine Translation |
NLP
|
| 153 |
Christine Mwase (Fudan University)*; Albert Njoroge Kahira (Julich Supercomputing Center); Zhuo Zou (Fudan University) |
An Empirical Study of Distributed Deep Learning Training on Edge |
Deep Learning
|
| 158 |
Eric Opoku (Savana Signatures)* |
Improving Diabetic Patient's Hospital Readmission Predictions: An Ensemble Classifier Approach with Comprehensive Feature Engineering |
Applications of AI to Health
|
| 160 |
Richard Sserunjogi (Makerere University)*; Lillian Muyama (Inria Paris) |
Using Gaussian Processes for Spatial Prediction of Outdoor Air Pollution Based on Calibrated Data From Distributed Low-Cost Sensor Networks |
Machine Learning
|
| 161 |
Sofia Bourhim (ENSIAS)* |
DGCF: Deep Graph-based Collaborative Filtering recommender system |
Deep Learning
|
| 166 |
Tibabwetiza Joel Muhanguzi (Makerere University)*; Engineer Bainomugisha (Makerere University); Ernest Mwebaze (Sunbird AI) |
An Urban Noise Classification Model for Edge Devices |
Machine Learning
|
| 169 |
Thato A Serage (University of Limpopo)*; Tumisho B Mokgonyane (University of South Africa) |
AUTOMATIC SPEAKER RECOGNITION: A COMPARATIVE ANALYSIS FOR SOUTH AFRICAN LANGUAGES |
Machine Learning
|
| 171 |
Bontu F Balcha (Addis Ababa university)*; Hellina Hailu Nigatu (UC Berkeley ) |
Evaluating Large Language Models in Low-Resource Settings |
NLP
|
| 172 |
Olubayo Adekanmbi (Data Science Nigeria)* |
Prediction of the ability and motivation to adopt Reproductive Health Behavioural change using anonymized customer center audio data |
Applications of AI to Health
|
| 174 |
Kane Hudson (Southern Illinois Universtiy Law School)* |
Of Bytes and Men: Charting Legal Liabilities for Social AI |
Ethics
|
| 179 |
Olubayo Adekanmbi (Data Science Nigeria)*; Mobolurin Adekanmbi (DSN); Mofolusayo Adekanmbi (DSN) |
Automated Multimodal Depression Detection on Social Media and Real-time Conversational Psychotherapy |
Applications of AI to Health
|
| 181 |
Paulina Mensah (KNUST Hospital); Phyllis Tawiah (KNUST Hospital); George Boateng (ETH Zurich) |
Exploring Gait Speed Prediction among Older Ghanaian Adults using Socio-Demographic and Health Data |
Applications of AI to Health
|
| 183 |
Henry Mutegeki (Makerere University )* |
Interpretable Machine Learning-Based Triage For Decision Support in Emergency Care |
Applications of AI to Health
|
| 186 |
Priscilla Adong (AirQo, Makerere University)*; Deo Okure (AirQo, Makerere University); Noah Nsimbe (AirQo, Makerere University); Joel Ssematimba (AirQo, Makerere University); Richard Sserunjogi (AirQo, Makerere University); Deo Okedi (AirQo, Makerere University); Daniel Ogenrwot (AirQo, Makerere University); Martin Bbaale (AirQo, Makerere University); Engineer Bainomugisha (AirQo, Makerere University |
AirQalibrate: A Machine Learning-Based Field Calibration Tool for Low-Cost Air Quality Sensors |
Machine Learning
|
| 188 |
Amanuel Mersha ( Addis Ababa Institute Technology )*; Hawi Hunde ( Addis Ababa University ); Fitsum Degfu ( Addis Ababa University ) |
Towards Layer Explainability In Transformers |
Deep Learning
|
| 193 |
Sarah Alexandria Ebiaredoh-Mienye ( University of Johannesburg )*; Ibomoiye Mienye ( Walter Sisulu University ) |
A Machine Learning Method with Filter-based Feature Selection for Improved Prediction of Chronic Kidney Disease |
Applications of AI to Health
|
| 196 |
Abdulkerim Mohammed Yibre (Bahir Dar Institute of Technology/Bahir Dar University)*; Rediet Yimenu Ephrem (Bahir Dar Institute of Technology/Bahir Dar University) |
An Explainable Machine Learning Approach for Visual Acuity Classification |
Applications of AI to Health
|
| 206 |
Ife Adebara (University of British Columbia)*; Muhammad Abdul-Mageed (iSchool@UBC) |
SERENGETI: Massively Multilingual Language Models for Africa
|
NLP |
| 208 |
Ife Adebara (University of British Columbia)*; Muhammad Abdul-Mageed (iSchool@UBC) |
AfroLID: A Neural Language Identification Tool for African Languages |
NLP
|
| 210 |
Irené Tematelewo (Oregon State University)* |
Consistency Based Anomaly Detection with Application to Precipitation Sensors Diagnosis |
Machine Learning
|
