336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
Predicting the availability of power line communication nodes using semi-supervised learning algorithms
Power Line Communication (PLC) facilitates the usage of power cables to transmit data. The issue is that sending data to …
Article scientifique
Intelligent approach to detecting online fraudulent trading with solution for imbalanced data in fintech forensics
Detecting online fraudulent trading in the realm of Fintech presents several challenges, primarily due to the dynamic nature of financial …
Article scientifique
A TinyML Model for Real-Time Mask Detection on Embedded Machine Learning Devices
Article scientifique
Application of Machine Learning Models in Predicting Malaria Prevalence in Nigeria: An Analysis of the 2015-2020 Demographic and Health Surveys
Article scientifique
Mother: a maternal online technology for health care dataset
OBJECTIVES: These data enable the development of both textual and speech based conversational machine learning models that can be used …
Article scientifique
Enhanced Binary Kepler Optimization Algorithm for effective feature selection of supervised learning classification
Abstract This study proposes an Enhanced Binary Kepler Optimization Algorithm (BKOA-MUT) improves feature selection (FS) by integrating Kepler’s planetary motion …
Article scientifique
Innovating Cybersecurity in Tanzanian Academia: A Mobile Tool for Combatting Social Engineering Threats
Social engineering attacks, including phishing, smishing, and vishing, pose significant threats to higher learning institutions, especially in regions with limited …
Article scientifique
Hybrid Unsupervised Machine Learning for Insurance Fraud Detection: PCA-XGBoost-LOF and Isolation Forest
Insurance fraud poses a significant threat to the financial stability of insurance companies, resulting in substantial economic losses. To combat …
Article scientifique
Quantum-inspired K-nearest neighbors classifier for enhanced printer source identification in forensic document analysis
Document source identification in printer forensics focuses on determining the source printer of a document by analyzing characteristics such as …
Article scientifique
Enhancing the performance of gradient boosting trees on regression problems
Abstract Gradient Boosting Trees (GBT) is a powerful machine learning technique that is based on ensemble learning methods that leverage …
Article scientifique
ABU Easy Go! Development and Optimization of a Machine Learning-Powered Chatbot for FAQ Assistance at Ahmadu Bello University, Zaria.
Article scientifique
Hydrogeochemical Vectoring to Concealed Porphyry Copper Systems Using Unsupervised Machine Learning: A Case Study from Central British Columbia, Canada
Environments with thick cover present a challenge to surficial exploration efforts the Canadian Cordillera has extensive Quaternary glacial till and …
Éditorial
Editorial: Cellular metabolism, the immune system, and oncogenesis: opportunities for drug discovery and development
Nearly a century after Otto Warburg first described a unique phenomenon whereby tumour cells prefer the inefficient glycolytic pathway for …
Article scientifique
Hand Gesture Recognition for Virtual Mouse Control
Our work delved into the complexities of real-time hand motion interpretation and fingertip recognition to simulate the functionality of a …
Article scientifique
Optimizing machine learning performance for medical imaging analyses in low-resource environments: The prospects of CNN-based Feature Extractors
Background Machine learning (ML) algorithms have generally enhanced the speed and accuracy of image-based diagnosis, and treatment strategy planning, compared …
Article scientifique
Machine Learning for PRACH Interference Detection in 5G NR Networks
Article scientifique
A cross-attention CNN–LSTM fusion model for network traffic anomaly detection
Abstract Detecting cyber intrusions in modern IoT networks is challenging because of their large scale, heterogeneous device ecosystems, and high-volume …
Article scientifique
Machine Learning-Based Network Intrusion Detection for IOT and Smart Detection Using Recursive Feature Elimination, Binning Technique and Grid Search CV
Article scientifique
Low-Cost Mobile VR for Maintenance 4.0 Education: A Mixed-Methods Needs Analysis in Resource-Constrained Training Institutes
Industry 4.0 has redefined the role of the maintenance technician, but public training institutes in resource-constrained settings rarely have the …
Article scientifique
Enhancing the classification of seismic events with supervised machine learning and feature importance
Abstract The accurate classification of seismic events into natural earthquakes (EQ) and quarry blasts (QB) is crucial for geological understanding, …