Jinan Charafeddine
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Epidemiological surveillance of waterborne diseases among displaced populations: A cross-sectional study Open
Armed conflict and forced displacement in the Gaza Strip have severely disrupted access to safe water and sanitation, increasing the risk of waterborne diseases. This study aimed to assess the prevalence of waterborne illness symptoms and …
Linear projection fused graph-based semi-supervised learning on multi-view data Open
In recent years, the surge in data-driven applications across various domains has spurred heightened interest in semi-supervised learning applied to graphs. This surge is attributed to the ubiquitous presence of graph data structures in re…
Multi-view learning with graph convolution networks adopting diverse graphs and genuine deep feature fusion Open
Multi-view data significantly enhances the accuracy of machine learning algorithms by providing a comprehensive representation of object features. Despite their potential, research on the use of Graph Convolutional Networks (GCNs) for proc…
CGCN-FMF:1D convolutional neural network based feature fusion and multi graph fusion for semi-supervised learning Open
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Semi-supervised learning for multi-view and non-graph data using Graph Convolutional Networks Open
Semi-supervised learning with a graph-based approach has become increasingly popular in machine learning, particularly when dealing with situations where labeling data is a costly process. Graph Convolution Networks (GCNs) have been widely…
Machine Learning- Enhanced Biomechanical Analysis for Robotic Rehabilitation Open
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Hybrid Learning Framework for Explainable Cardiovascular Disease Detection Open
Cardiovascular disease (CVD) is a leading cause of global mortality, necessitating predictive models that are both accurate and interpretable. This study introduces the Hybrid Polynomial Ensemble Model (HPEM), a novel ensemble learning fra…
Empowering MIMO-FSO Systems: RIS Technology for Enhanced Performance in Challenging Conditions Open
This paper presents a novel analytical framework to enhance the performance of reconfigurable intelligent surfaces (RIS)-integrated multiple-input-multiple-output (MIMO) free-space optical (FSO) communication systems. The study addresses c…
Novel Approximate Distribution of the Generalized Turbulence Channels for MIMO FSO Communications Open
In this article, we develop an innovative series representation for the sum of Rician non-zero boresight pointing error random variates based on the distribution, which is suitable for multiple-input multiple-output (MIMO) transmission for…
LCAMix: Local-and-contour aware grid mixing based data augmentation for medical image segmentation Open
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Towards unsupervised radiograph clustering for COVID-19: The use of graph-based multi-view clustering Open
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Opportunistic Schedule Selection for Multiuser MIMO FSO Communications: A Security- Reliability Trade-Off Perspective Open
The security and reliability of free space optical (FSO) communications and the trade-off between the two are the most critical characteristics to emphasize in FSO systems, especially as optical wireless communications continue to evolve. …
LightCert4IoTs: Blockchain-Based Lightweight Certificates Authentication for IoT Applications Open
The proliferation of the internet of things (IoT) within the emergence of five-generation (5G) networks has received a huge attention in both industrial and academic domains. A 5G network is a cornerstone of realizing the full potential of…
Security-Reliability Tradeoff Analysis for Multiuser FSO Communications over a Generalized Channel Open
The security-reliability tradeoff (SRT) in free-space optical (FSO) communications is the most critical property to highlight, especially with respect to the development of wireless optical communications. In this paper, opportunistic sche…
Characterization and Integration of Muscle Signals for the Control of an Exoskeleton of the Lower Limbs during Locomotor Activities Open
Daily activities are a source of fatigue and stress for people with lower extremity spasticity. The possible aids must be introduced while maintaining priority control by the patient. This work aims to develop such an application in the co…
Mathematical Model with Energy and Clustering Energy Based Routing Protocols as Remediation to the Directional Source Aware Routing Protocol in Wireless Sensor Networks Open
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Generic Tabu Search Open
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View article: Tracking R<sub>t</sub> of COVID-19 Vaccine Effectiveness Using Kalman Filter and SIRD Model
Tracking R<sub>t</sub> of COVID-19 Vaccine Effectiveness Using Kalman Filter and SIRD Model Open
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Purposeful Proposal for CP-afflicted Upper Limbs Exoskeletons Open
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Neuromotor Strategy of Gait Rehabilitation for Lower-Limb Spasticity Open
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Biokinematic Control Strategy for Rehabilitation Exoskeleton Based on User Intention Open
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Toward bio-kinematic for secure use of rehabilitation exoskeleton Open
Neurological lesions cause spasticity, which leads to movement disorders, as in celebrity palsy (CP) or stroke (S). These patients could benefit from the most advanced rehabilitation techniques, su...