26 publication(s) trouvée(s)
Article scientifique
Problem Statement Formulation in Computing Research: A Systematic Review and a Proposed Computing-Specific Framework
The development of a well-formulated problem statement is still considered an integral but often insufficiently addressed step of the research …
Article scientifique
Hybrid Federated Social Networking Sites for eLearning
This study explores the feasibility and development of hybrid federated social networking site (HFSNS) architecture for enhancing teaching and learning …
Article scientifique
Adaptive AI Tutors in African Classrooms: A Systematic Literature Review on Personalised Learning
Artificial intelligence (AI) tutors are gaining traction in African education to facilitate personalised learning, feedback, evaluation, and educational access. However, …
Article scientifique
Adoption of Sustainable and Human-Centered Explainable AI in Higher Education. An Extended UTAUT Perspective
As Artificial Intelligence permeates higher education, concerns regarding its "black-box" nature, ethical implications and environmental sustainability have intensified. This study …
Article scientifique
Artificial Intelligence and the Future of Digital Banking in Nigeria: A Systematic Review of Emerging Opportunities and Associated Risks
Artificial intelligence (AI) is increasingly embedded in digital banking, yet evidence concerning its actual adoption, operational value, and governance implications …
Article scientifique
Automatic Classification and Semantic Retrieval for Low-Resource Parliamentary Archives: A Case Study of the DRC Senate
Parliamentary archives preserve the administrative, legal and political memory of legislative institutions. At the Senate of the Democratic Republic of …
Article scientifique
Multi-LoRa-Based Automatic Drinking Water Transmission System
Drinking water transmission systems are needed to fill some reservoirs. However, the water level in each reservoir must be monitored …
Article scientifique
Transformer-Based Abstractive Text Summarisation for Real-Time Web Applications: A Browser-Integrated System with REST API Architecture
The exponential growth of digital textual content has intensified the need for efficient, accessible summarisation tools that support information processing …
Article scientifique
Temporal Deep Learning for Probabilistic Mutation Forecasting in SARS-CoV-2 Spike Protein Sequences
Modelling the evolution of biological sequences under temporal and probabilistic constraints remains a complex computational challenge. This study investigates longitudinal …
Article scientifique
From Web Extraction to Collaborative Filtering: An End-to-End Architecture for Reliable Recommendation Systems
The growth of digital platforms has generated large volumes of Web-derived interaction data, but these data are often noisy, duplicated, …
Article scientifique
Deep Learning and XGBoost for Pancreatic Cancer Survival Prediction: A Real-World Evaluation in a Resource-Constrained African Healthcare Setting
Pancreatic cancer remains one of the most lethal malignancies worldwide, with persistently low survival rates and a pressing need for …
Article scientifique
Exploring Basic Programming Education in Primary Schools as a Foundation for Introducing Artificial Intelligence, Augmented Reality and Virtual Reality Technologies
As emerging technologies such as artificial intelligence (AI), augmented reality (AR), virtual reality (VR) become increasingly integrated into educational context, …
Article scientifique
An End-to-End NLP Pipeline Combining Web Scraping, CamemBERT Fine-Tuning and Zero-Shot Biomedical Named-Entity Recognition for Early Epidemic Signal Detection from French-Language Online News
Epidemiological surveillance in the Democratic Republic of the Congo (DRC) suffers from reporting delays and limited digital infrastructure, while online …
Article scientifique
Detecting Financial Fraud Using Random Forest Machine Learning
Financial fraud detection is a critical challenge for banking institutions facing increasingly sophisticated threats in digital transaction environments. This study …
Article scientifique
Comparative Analysis of CNN, ResNet50, and Vision Transformer Architectures for Brain Tumor Classification from MRI Images
The classification of brain tumors from Magnetic Resonance Imaging (MRI) is a crucial task in computer-aided medical diagnosis. Recent advances …
Article scientifique
Explainable Artificial Intelligence in Multimodal Malaria Prediction: A Systematic Review and Roadmap Integrating Climate Change, Parasite Genomics, and Public Health Decision Support
Malaria remains a persistent global public health burden, particularly in sub-Saharan Africa, requiring predictive systems that are both accurate and …
Article scientifique
Enhanced Multi-Objective Green Vehicle Routing with a New Fuzzy Speed-Driven Fuel Consumption Model
Today, decision-makers begun to prioritize the concept of green logistics, which is based on strategies aimed to promote more environmentally …
Article scientifique
A SEIR Metapopulation Model for Mpox Transmission Dynamics in the DRC
Understanding the mechanisms of infectious disease spread is a fundamental prerequisite for any control, management, or eradication strategy. This understanding …
Article scientifique
Network-Informed Optimal Control via Graph Neural Networks: A Framework with Application to Tax Enforcement
This paper introduces a novel framework integrating multiplex network theory, machine learning, and optimal control to optimize tax revenue dynamics …
Article scientifique
Explainable Transformer and Machine Learning Models in Predicting Tuberculosis Treatment Outcomes. A Systematic Review
Tuberculosis (TB) remains a major health challenge, and predicting treatment outcomes continues to be difficult in real-world settings. Recent advances …
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