Full Paper
| Authors | Title |
|---|---|
| Doudou Coly, El Hadji Bassirou Toure and El Hadji Mamadou Nguer | Profiling Structural and Academic Vulnerabilities in Online Learning: An Exploratory Clustering Analysis of Student Persistence in an African Digital University |
| Daouda Sarr and Pr. Alassane Diop | Benchmarking Lightweight LLMs on African Anchoring : A Human-Validated Evaluation of French Educational Content Generation on CPU-only Infrastructure |
| Ibrahima Ka, Ibrahima Gueye, El Hadji Boubacar Seck, Mouhamadou Thiam and Serigne Mansour Diene | End-to-end IoT-to-ML Pipeline for Hygrothermal Characterization and Prediction of a Vernacular CEB+Typha Building in a Tropical-Sahelian Climate |
| Mohamed Kaba Keita, Gora Gueye, Aly Lama Dia and Cheikh Thiecoumba Gueye | Cluster-AT: A Novel Strategy to Enhance the Robustness of Deep Learning-Based IDS in IoT Networks |
| Assane Diouf, Abou Abdallah Malick Diouara, Pape Abdoulaye Fam and Idy Diop | Intelligent liquid volume estimation system based on frugal AI and edge computing |
| Papa Ibrahima Sow, Idy Diop and Saidou Sow | A Decentralized Medical Imaging Storage and Sharing Architecture for Senegal: An Orthanc-based Proof of Concept |
| Faly Gaye, Bamba Gueye, Ibrahima Diane and Damien Saucez | Building Inclusive Digital Ecosystems in African Cities: A Low-Cost Heterogeneous Networking Blueprint for Education and Urban Service |
| Mohamed Kaba Keita, Sodanou Clervie Sandrine Some and Boudal Niang | Hybrid Multimodal RAG with Two-Level Partitioning for Secure Document Retrieval in a Central Bank |
| El Hadji Serigne Mamour Diop and Mamadou Yaya Mané | A comparative Study of Feature Extraction and Transfer Learning for Urban Noise Source Identification in Sub-Saharan Africa: The Case of Dakar |
| Mareme Diop and Mandicou Ba | WORI: Constructing and Linguistically Validating a Wolof Reverse Instruction Dataset for Low-Resource NLP |
| Moustapha Mbaye and Diouldé Aminata Dath | Deep Reinforcement Learning for Population-Aware Cellular 4G/5G Base Station Placement |
| Atoumane Sene, Amadou Dahirou Gueye and Issa Faye | Image-Based Joint Variety and Organ Classification of Mungbean (Vigna radiata) for Seed Certification in Senegal |
| Mansor Samba, Modou Gueye, Mouhamadou Lamine Ba, Idrissa Sarr and Moussa Thior | Evaluation of Student Orientation Criteria in Higher Education in Senegal: evidence from Cheikh Anta Diop University (UCAD) |
| Mangone Fall, Mohamed Kaba Keita, Mouhamadou Mane and Idy Diop | Optimizing Fault Detection in FTTH Optical Fiber Networks Using Deep Learning |
| Fatoumata Thiam, Maïssa Mbaye and Alexander M. Wyglinski | Scenario-Based and Weibull-Informed Self-Healing Framework for Resilient Agri-IoT Irrigation Systems |
| Ibrahima Sy, Cheikh H. T. Cherif Ndiaye and Ndeye Fatou Ngom | InceptionTime-EDL: Multi-Scale Evidential Deep Learning for Uncertainty-Aware ECG Arrhythmia Classification |
| Keita Mohamed Kaba, Ba Assane and Mbaye Moustapha | Civil-RAG: An Applied Retrieval-Augmented Generation System for Senegalese Civil Registration Law |
| Cheikh Fall, Cheikh Mouhamadou Bamba Dione, Augustin Ndione and Joel Rostand Nteupe | Neural Machine Translation from French to the Low-Resource Serer Language |
| Ousseynou Mbaye, Mouhamadou Lamine Ba, Siriman Konare and Alassane Sy | Beyond Individual Classifiers: A Stacking Approach to Malaria Diagnosis in Senegal |
Demos
| Authors | Title |
|---|---|
| Romain Fernandez, Hani Atef, Paula Andrea Lozano-Montaña, Christophe Périn, Sergi Navarro Sanz and Maria Camila Rebolledo | DeepAerenchyma: A Mobile-Ready Web Interface and Local Application for AI-Assisted Rice Root Anatomy Phenotyping |
| Rokhaya Diagne and Ndeye Massata Ndiaye | Massification, educational quality and sustainability of tutoring in distance higher education: design of an integrated system for IA-enhanced pedagogical scenario-based system at UN-CHK |
| Nazar Amine Izazi Taha and Aissatou Sow | Reconstruction Volumique 3D et Surveillance Environnementale par Intelligence Artificielle pour les Jumeaux Numériques de Bâtiments Intelligents : Application au Bâtiment BTC de l’EPT |
| Faly Gaye, Bamba Gueye, Ibrahima Diane, Damien Saucez and Nikos Makris | A Low-Overhead JupyterHub Testbed on k3s for AI and Networking Education in Low-Resource Settings |
Early-stage research papers (“Jeunes chercheurs”)
| Authors | Title |
|---|---|
| Serigne Mbacke Seck | Application du Deep Learning au Diagnostic Précoce des Dermatoses en Afrique Subsaharienne : Vers un Outil d'Aide à la Décision Clinique Intégré. |
| Ousmane Ndao | Site-aware dynamic modeling of air-based PV/T collectors for Sahelian solar pumping: optical, spectral, and soiling losses in Matam, Senegal |
| Assane Gueye | Real-Time Predictive Monitoring of Mobile Network Coverage in Senegal Using Inference Models |
| Aliou Dramé | Génération de Données Synthétiques pour la Détection de la Malaria : Étude Comparative de l'Augmentation de Données sur Quatre Architectures de Deep Learning |
| Amadou Diallo | Deployment of a Portable 5G Standalone Architecture Orchestrated by SDN with Fog/MEC Integration for Rural IoT Connectivit |
| Mouhamadou Djimba Thiam, Ousmane Sall, Oumy Niass, Abdourahmane Balde, Mariama Dione, Papa Seydou Wane, Yoro Dia, Edouard Ngor Sarr and Dieu-Donne Okalas Ossami | AI-Based Multi-Hazard Modeling Integrating Flood Risks and Road Accidents in Senegal: A Review |
| Cheikh Abdoul Ahad Mbacke Diop, Awa Diattara, Arnaud Grignard and Cheikh Ba | Toward a Culturally Contextualized and Adaptive Serious Game for Socio-Emotional Learning in Children with ASD in Senegal: An Embedded Artificial Intelligence Architecture |
| Meissa tounkara, Elhadji Mamadou NGUER and Boudal Niang | Réduire l'abandon dans les MOOC en Afrique : une architecture de réalité étendue à avatars adaptatifs pour l'Université Numérique Cheikh Hamidou Kane (UN-CHK) |
| Mohamed Sall and Samba Diaw | Semantic Search and Automatic Chaptering of RTS Audiovisual Archives Using a Local RAG Architecture |
| Sandoumbé Thiam, Ibrahima Diané and Ibrahima Niang | Hybrid ANN–PSO Model for Robust RSSI-Based Wireless Sensor Localization in Noisy IoT Environments |
| Hawoly Deme, Sambalaye Diop, El Hadji Mamadou Nguer and Chérif Diallo | Implementation of an Artificial Intelligence Platform for the Detection and Identification of People from Images or Videos, in Degraded or Non-Degraded Conditions, Using YOLOv11 |
| Demba Diallo, Amadou Dahirou Gueye and Mouhamadou Lamine Ba | A Formalized and Reproducible Data Engineering Pipeline for the Exploitation of Hospital Records during Mass Gatherings |
| Aminata Fianyah, Ndeye Absa Der and Ndeye Fatou Ngom | Deep Learning-Based Detection and Monitoring of Peanut Diseases Using Oriented Bounding Boxes and a Hybrid ConvNeXt-ViT Architecture |
| Fatimata Kane, Isseu Gueye, Gaoussou Camara, Ayanleh Moustapha Youssouf and Indou Deme | Prédiction de l'évolution des consultations d'urgence chez l'enfant drépanocytaire : analyse comparée de quatre algorithmes d'apprentissage supervisé sur la cohorte de l'USAD de Dakar |
| Isseu Gueye, Fatimata Kane, Gaoussou Camara, Ayanleh Moustapha Youssouf and Indou Dème | Classification non supervisée par K-means de patients drépanocytaires : profils cliniques à l’USAD de Dakar |
Tutorial
| Authors | Title |
|---|---|
| Abdoullah Ndoye and Mamadou Diallo | 3D Gaussian Splatting: Foundations |