336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
Predicting tuberculosis treatment relapse among geriatric patient using machine learning algorithms in a high Tuberculosis-burden Ghanaian setting.
Article scientifique
A Data-Driven Machine Learning Framework for Cybersecurity Risk Prediction Using Behavioral and Temporal Features from Email Server Logs
This study presents a data-driven machine learning framework for cybersecurity risk prediction using behavioral and temporal features extracted from email …
Article scientifique
Explainable Machine Learning for Detecting Fraudulent Online Job Postings in Ghana: A SHAP-Based Approach
Article scientifique
Predictive Failure Detection in Data Warehouse Architectures Through Machine Learning
Article scientifique
Model Stealing Through the Lens of Model Multiplicity
Model stealing attacks, where adversaries create high-fidelity surrogate models, are a significant threat to the intellectual property of machine learning …
Article scientifique
Anomaly Detection in building energy system using machine learning technique
Background Energy consumption in buildings has steadily increased over time due to growing urbanization and the need for living more …
Article scientifique
An Efficient Weighted Majority Voting Ensemble Machine Learning Classifier Framework for Image Segmentation
Ensemble learning is an effective approach to improving the robustness and accuracy of image segmentation by combining multiple classifiers. This …
Article scientifique
Enhancing SDN Security and Availability with Blockchain and Dual-Layer Isolation Forest–Driven DDoS Detection
Software-Defined Networking (SDN) improves network programmability and centralized control, yet it remains vulnerable to Distributed Denial-of-Service (DDoS) attacks, particularly those …
Article scientifique
Adaptive class-aware feature selection for high-dimensional and imbalanced multi-class network intrusion detection
High-dimensional feature spaces and severe class imbalance remain fundamental challenges for Machine Learning-based Network Intrusion Detection Systems (ML-NIDS), where minority …
Article scientifique
Using machine learning to build public policy agenda from social media conversations
Issue identification and agenda setting represents an important stage in the public policy making process. Traditional approaches for carrying out …
Article scientifique
Hybridized Machine Learning based IDS for Anomaly Detection: A Systematic Review
Intrusion Detection Systems play a crucial role in safeguarding networks against increasingly sophisticated cyber threats. Traditional Intrusion Detection Systems approaches …
Article scientifique
Modeling and Optimizing Serverless Cloud Performance with Non-Markovian Generalised Fuzzy-Bayesian Machine Learning Stochastic Petri Nets
Article scientifique
Simple Power Analysis on Post-Quantum Code Based Cryptosystems
Post-Quantum cryptography is about to substitute current cryptographic schemes as being resilient in attacks from quantum computers. McEleiece and Bit …
Article scientifique
Stochastic Zeroth-Order Optimization Under Heavy-Tailed Noise
We study stochastic zeroth-order (ZO) optimization of smooth nonconvex objectives under heavy-tailed sample-gradient noise. This regime is motivated by empirical …
Article scientifique
Comparative Analysis of Classical and Quantum Machine Learning Algorithms in Breast Cancer Classification
Article scientifique
An Imbalance-Aware Machine Learning Framework for Smishing Detection in SMS-Based Mobile Banking
Article scientifique
Dynamic machine learning approach for workload prediction in cloud environments
Containers, as a lightweight technology for virtualizing applications, have recently revolutionized the management of cloud applications. Containers can be scaled …
Article scientifique
Structural and lithological controls on landfill site suitability in Tenth of Ramadan City, Egypt using remote sensing and machine learning
The study area, located east of Tenth of Ramadan City, represents a vital urban center on the desert fringes of …
Article scientifique
Bayesian networks for predicting clinical outcomes in COVID-19 patients: A retrospective study in a resource-limited setting
BACKGROUND: The COVID-19 pandemic has highlighted the critical need for robust, interpretable predictive models to guide clinical decision-making for hospitalized …
Article scientifique
Improvement of Breast Tumor Classification Based on Machine Learning