336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
Machine learning approaches identify chemical features for stage-specific antimalarial compounds
ABSTRACT Efficacy data from diverse chemical libraries, screened against the various stages of the malaria parasite Plasmodium falciparum , including …
Article scientifique
Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models
In this research, a comparative study of four Quantum Machine Learning (QML) models was conducted for fraud detection in finance. …
Article scientifique
Hierarchical quantum circuit representations for neural architecture search
Abstract Quantum circuit algorithms often require architectural design choices analogous to those made in constructing neural and tensor networks. These …
Article scientifique
Stochastic Average Gradient : A Simple Empirical Investigation
Despite the recent growth of theoretical studies and empirical successes of neural networks, gradient backpropagation is still the most widely …
Article scientifique
Hybrid Machine learning algorithms at the service of student performance
Abstract The ability to alter and improve a student's status in order to get the greatest performance out of them …
Rapport d'évaluation
Review of: "Secure and Private Machine Learning: A Survey of Techniques and Applications"
Article scientifique
Optimizing classification efficiency with machine learning techniques for pattern matching
Abstract The study proposes a novel model for DNA sequence classification that combines machine learning methods and a pattern-matching algorithm. …
Article scientifique
Data-Self-Check: A framework for automated Data Quality Assessment of Malaria routine surveillance data designed for DHIS2 using Machine Learning techniques
Abstract Background The extraction of valuable insights from malaria routine surveillance data is highly dependent on the processes and tools …
Article scientifique
Characterizing Intimate Partner Violence against Married Women in Ethiopia with Machine Learning
Abstract Background Intimate Partner Violence (IPV) is the most common form of violence against women worldwide, perpetrated mostly by intimate …
Article scientifique
Ontology Driven Machine Learning Models for the Classification of Social Media Data: A Systematic Literature Review
Article scientifique
Dynamic Programming-based Adversarial Windows Payload Generator
Abstract This work presents a behavior preserving Adversarial payload framework against static Windows malware scanners.The framework uses Dynamic Programming to …
Article scientifique
HYBRID FEATURE SELECTION AND SUPPORT VECTOR MACHINE FRAMEWORK FOR PREDICTING MAINTENANCE FAILURES
The main aim of predictive maintenance is to minimize downtime, failure risks and maintenance costs in manufacturing systems. Over the …
Article scientifique
The Effect of Hyperparameter Optimization on the Estimation of Performance Metrics in Network Traffic Prediction using the Gradient Boosting Machine Model
Information and Communication Technology (ICT) has changed the way we communicate and access information, resulting in the high generation of …
Article scientifique
Multiscale (microscopic to remote sensing) preliminary exploration of auriferous-uraniferous marbles: A case study from the Egyptian Nubian Shield
Since their recent first record within the Egyptian Nubian Shield, auriferous and uraniferous marbles (Au = 0.98-2.76 g/t; U = …
Article scientifique
Machine Learning Approach for an Adaptive E-Learning System Based on Kolb Learning Styles
In order to effectively implement adaptive learning within E-learning systems, it is crucial to accurately define thelearner's profile that reflects …
Article scientifique
An Ontology Driven Machine Learning Applications in Public Policy Analysis: A Systematic Literature Review
Abstract This systematic literature review aims to explore the role of ontology-driven machine learning applications in public policy analysis. The …
Article scientifique
Precise Dynamic Resource Allocation for Virtualised Network Functions
Abstract The chaining and optimal placement of Virtual Network Functions (VNFs) in a static network has been extensively discussed and …
Article scientifique
HK-DeepIV: heat-kernel geometric diagnostics and early-warning signals for curvature-induced interference in financial correlation networks
Financial correlation networks under infrastructure shocks undergo curvature-driven interference that standard estimators cannot detect. This study introduces Heat-Kernel Deep Instrumental …
Article scientifique
A Comprehensive Study of Autonomous Systems and Reliability
The advancement of technology has heralded novel computing devices and gadgets like self-driving cars, IoT devices,and autonomous systems. These advancements …
Article scientifique
A Neural Network Method for Validating Nigerian Monetary Policy Rates
: This research work is an exploratory study that tried to examine the viability of adopting artificial neural network(ANN), an …