336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
A feature selection and scoring scheme for dimensionality reduction in a machine learning task
Selection of important features is very vital in machine learning tasks involving high-dimensional dataset with large features. It helps in …
Article scientifique
A stacked ensemble approach with resampling techniques for highly effective fraud detection in imbalanced datasets
In several earlier studies, machine learning (ML) has been widely explored for fraud detection. However, fraud detection is still a …
Article scientifique
Leveraging AHP and transfer learning in machine learning for improved prediction of infectious disease outbreaks
Infectious diseases significantly impact both public health and economic stability, underscoring the critical need for precise outbreak predictions to effictively …
Article scientifique
Adversarial Machine Learning: Aprendizado de Máquina em Contextos Inseguros
The ubiquity of Machine Learning (ML) applications in a wide range of computing systems raises worrying questions about the resilience …
Article scientifique
A machine learning sentiment classification of factors that shape trust in smart contracts
Smart contracts have attracted significant attention within the blockchain ecosystem due to their ability to automate agreements when specific pre-defined …
Article scientifique
Markerless vision-based knee osteoarthritis classification using machine learning and gait videos
Introduction Knee osteoarthritis (KOA) is a major health issue affecting millions worldwide. This study employs machine learning algorithms to analyze …
Article scientifique
Convolutional neural networks method for folded naira currency denominations recognition and analysis
Sorting banknotes automatically in payment facilities or freewill donation boxes involves many tasks such as recognizing banknote denomination, fitness classification, …
Article scientifique
Breast Cancer Prediction Using Machine Learning: A YOLOv8 Approach
Article scientifique
Development of Two Methods for Estimating High-Dimensional Data in the Case of Multicollinearity and Outliers
High-dimensional problems involve datasets or models characterized by a substantial number of variables or parameters prevalent across various domains such …
Article scientifique
Seeing invisible objects with intelligent optics
Transparent objects are invisible to traditional cameras because they can only detect intensity fluctuations, necessitating the need for interferometry followed …
Article scientifique
Machine Learning-Based Real-Time Feedback Assessment System for Student Performance Prediction in Tertiary Institution
Article scientifique
A Review of Split Learning and Federated Learning: Challenges and Synergies
Split Learning and Federated Learning have emerged as key techniques in the domain of privacy-preserving distributed machine learning. This paper …
Article scientifique
Accelerate demand forecasting by hybridizing CatBoost with the dingo optimization algorithm to support supply chain conceptual framework precisely
Supply chains (SCs) serve many sectors that are, in turn, affected by e-commerce which rely on the make-to-order (MTO) system …
Article scientifique
Design and Development of a Cutting-Edge Machine Learning-Driven Virtual Learning Platform to Revolutionize Online Education and Im-prove Student Learning during COVID-19
Instructors in virtual classes are facing previously unheard-of difficulties in sustaining student engagement and attendance as the COVID-19 pandemic continues …
Article scientifique
A machine learning-driven web application for sign language learning
Addressing the increasing demand for accessible sign language learning tools, this paper introduces an innovative Machine Learning-Driven Web Application dedicated …
Article scientifique
Holistic Systematic Review on Methodologies of Assessing Effectiveness Cybersecurity Awareness Program
Abstract Cyber-threat is now a global concern to all internet users, as the rate of crimes has tremendously changed from …
Article scientifique
Predicting Global Education Quality: A Comprehensive Machine Learning Approach Using World Bank Data
This paper introduces an innovative approach to predicting the quality of education on a global scale. It leverages a comprehensive …
Article scientifique
Machine Learning Prediction of Intestinal α-Glucosidase Inhibitors Using a Diverse Set of Ligands: A Drug Repurposing Effort with DrugBank Database Screening
Article scientifique
Improving the Machine Learning Performance for Image Recognition Using a New Set of Mountain Fourier Moments
The orthogonal moments are giving relevant results of these last years within the framework of object detection, pattern recognition and …
Article scientifique
Cryptocurrency Price Prediction: A Comparative Sentiment Analysis Approach Using SVM, CNN-LSTM, and Pysentimento during Times of Crisis
Abstract Sentiment analysis is a powerful tool for extracting valuable insights from social media data. In this paper, more than …