336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
A two level learning model for authorship authentication
Nowadays, forensic authorship authentication plays a vital role in identifying the number of unknown authors as a result of the …
Article scientifique
On the Cluster Validity Test (s) in Unsupervised Machine Learning TDA Approach for Atmospheric River Patterns on Flood Detection in Nigeria
Article scientifique
A Comparative Empirical Analysis of 21 Machine Learning Algorithms for Real-World Applications in Diverse Domains
Article scientifique
Machine Learning Uses Chemo-Transcriptomic Profiles to Stratify Antimalarial Compounds With Similar Mode of Action
The rapid development of antimalarial resistance motivates the continued search for novel compounds with a mode of action (MoA) different …
Article scientifique
A distributed Content-Based Video Retrieval system for large datasets
Abstract With the rapid growth in the amount of video data, efficient video indexing and retrieval methods have become one …
Article scientifique
COVID-19 detection using federated machine learning
The current COVID-19 pandemic threatens human life, health, and productivity. AI plays an essential role in COVID-19 case classification as …
Article scientifique
Efficient Wireless Sensor Network for Radiation Detection in Nuclear Sites
Due to the severe damages of nuclear accidents, there is still an urgent need to develop efficient radiation detection wireless …
Article scientifique
Towards an Approach Based on Adjusted Genetic Algorithms to Improve the Quantity of Existing Data in the Context of Social Learning
In the current era, multiple disciplines struggle with the scarcity of data, particu-larly in the area of e-learning and social …
Article scientifique
SANCDB: an update on South African natural compounds and their readily available analogs
BACKGROUND: South African Natural Compounds Database (SANCDB; https://sancdb.rubi.ru.ac.za/ ) is the sole and a fully referenced database of natural chemical …
Article scientifique
Development of the Wits Face Database: an African database of high-resolution facial photographs and multimodal closed-circuit television (CCTV) recordings
Forensic facial comparison is a commonly used, yet under-evaluated method employed in medicolegal contexts across the world. Testing the accuracy …
Article scientifique
Comparative Analysis of Supervised Machine Learning Algorithms to Build a Predictive Model for Evaluating Students’ Performance
In recent years, the world's population is increasingly demanding to predict the future with certainty, predicting the right information in …
Article scientifique
Survey of Machine Learning Techniques for Student Profile Modeling
Developments in information technology have led to the emergence of several online platforms for educational purposes, such as e-learning platforms, …
Article scientifique
A Recommender System for Predicting Students' Admission to a Graduate Program using Machine Learning Algorithms
In the 21st century, University educations are becoming a key pillar of social and economic life. It plays a major …
Rapport d'évaluation
Peer Review Report For: MSclassifier: median-supplement model-based classification tool for automated knowledge discovery [version 1; peer review: 2 approved]
High-throughput technologies have resulted in an exponential growth of publicly available and accessible datasets for biomedical research. Efficient computational models, …
Article scientifique
Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment
Magnetic Hamiltonian Monte Carlo (MHMC) has been shown to provide more efficient sampling of the target posterior compared to Hamiltonian …
Article scientifique
Antithetic Magnetic and Shadow Hamiltonian Monte Carlo
Hamiltonian Monte Carlo is a Markov Chain Monte Carlo method that has been widely applied to numerous posterior inference problems …
Article scientifique
Coverless Image Steganography Based on Optical Mark Recognition and Machine Learning
The most significant factor to consider during private information transmission through the internet (i.e., insecure channel) is security. So, to …
Article scientifique
Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton’s Laws
As research in alternate energy sources is growing, solar radiation is catching the eyes of the research community immensely. Since …
Article scientifique
Machine learning approaches classify clinical malaria outcomes based on haematological parameters
BACKGROUND: Malaria is still a major global health burden, with more than 3.2 billion people in 91 countries remaining at …
Article scientifique
Overview of Statistical and Machine Learning Techniques for Determining Causes of Death from Verbal Autopsies: A Systematic Literature Review