336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
Towards a Students’ Dropout Prediction Model in Higher Education Institutions Using Machine Learning Algorithms
Using machine learning to predict students’ dropout in higher education institutions and programs has proven to be effective in many …
Article scientifique
A hybrid binary dwarf mongoose optimization algorithm with simulated annealing for feature selection on high dimensional multi-class datasets
The dwarf mongoose optimization (DMO) algorithm developed in 2022 was applied to solve continuous mechanical engineering design problems with a …
Article scientifique
Access to Cervical Cancer Screening for Women Living With HIV: A Record Linkage Study.
BackgroundAccording to the Global Strategy to Accelerate the Elimination of Cervical Cancer launched by the World Health Organizations (WHO), 70% …
Article scientifique
Modular Clinical Decision Support Networks (MoDN)—Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments
Abstract Background Clinical Decision Support Systems (CDSS) have the potential to improve and standardise care with probabilistic guidance. However, many …
Article scientifique
Implementation of Bayesian Hyperparameter Optimization for Predicting Student Dropout in Sub-Saharan Africa Secondary Schools
Abstract Many secondary schools in Sub-Saharan countries face the problem of students dropping out of school due to various reasons …
Article scientifique
A Vulnerability Detection Approach for Automated Smart Contract Using Enhanced Machine Learning Techniques
Abstract A typical contract would necessitate the use of an intermediary, make a payment to them, then wait for the …
Article scientifique
EKF-SIRD model algorithm for predicting the coronavirus (COVID-19) spreading dynamics
In this paper, we study the Covid 19 disease profile in the Algerian territory since February 25, 2020 to February …
Article scientifique
Application of Machine Learning and Resampling Techniques to Credit Card Fraud Detection
The application of machine learning algorithms to the detection of fraudulent credit card transactions is a challenging problem domain due …
Article scientifique
Boosting k-means clustering with symbiotic organisms search for automatic clustering problems
Kmeans clustering algorithm is an iterative unsupervised learning algorithm that tries to partition the given dataset into k pre-defined distinct …
Article scientifique
MACHINE LEARNING MEETS MICROSCOPY: CELL EXPLORER TOOL FOR A DIAGNOSTIC LABORATORY
Introduction: Control of tropical diseases has for decades depended on diagnosis by microscopy as the gold standard method of detection. …
Article scientifique
Comparative Performance of Ensemble Machine Learning for Arabic Cyberbullying and Offensive Language Detection
Article scientifique
Demonstrating the Interply of Machine learning and optimization methods for operational planning Decision
Abstract In this paper, the interplaying of machine learning and optimization problems considered as indispensable problem-solving methods. While solving the …
Article scientifique
Prediction of Customer’s Perception in Social Networks by Integrating Sentiment Analysis and Machine Learning
Abstract Understanding the customer behavior and perception are important issues for motivating customer satisfaction in marketing analysis. Customer conversation with …
Article scientifique
Using mobile money data and call detail records to explore the risks of urban migration in Tanzania
Abstract Understanding what factors predict whether an urban migrant will end up in a deprived neighbourhood or not could help …
Article scientifique
Performance Analysis of Machine Learning Methods with Class Imbalance Problem in Android Malware Detection
Due to the exponential rise of mobile technology, a slew of new mobile security concerns has surfaced recently. To address …
Article scientifique
Prediction of failures in the project management knowledge areas using a machine learning approach for software companies
Abstract In this paper we propose a novel machine-learning model to predict project management knowledge areas failure for software companies …
Article scientifique
A Big-Data Oriented Recommendation Method in E-learning Environment
E-learning is increasingly gaining popularity in organizational and institutional learning for its several benefits to learn anywhere, anytime, and anyplace. …
Article scientifique
Integrating machine learning to the sub-classification of monitoring operations for anomaly detection based on smart automation technology data center.
Abstract Intelligent monitoring of a computer network provides a clear understanding of its behavior at various times and in various …
Article scientifique
Storage space reduction in Picture Archiving and Communication System using Generative Adversarial Network
Abstract This paper presents a new architecture of Picture Archiving and Communication System based on Conditional Generative Adversarial Network and …
Article scientifique
Student Performance Prediction Using Machine Learning Techniques