Abdallah Makhoul
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View article: Understand your Users, An Ensemble Learning Framework for Natural Noise Filtering in Recommender Systems
Understand your Users, An Ensemble Learning Framework for Natural Noise Filtering in Recommender Systems Open
The exponential growth of web content is a major key to the success for Recommender Systems. This paper addresses the challenge of defining noise, which is inherently related to variability in human preferences and behaviors. In classifyin…
View article: What is Cybersecurity in Space?
What is Cybersecurity in Space? Open
Satellites, drones, and 5G space links now support critical services such as air traffic, finance, and weather. Yet most were not built to resist modern cyber threats. Ground stations can be breached, GPS jammed, and supply chains compromi…
View article: Network Diffusion Algorithms and Simulators in IoT and Space IoT: A Systematic Review
Network Diffusion Algorithms and Simulators in IoT and Space IoT: A Systematic Review Open
Network diffusion algorithms and simulators play a critical role in understanding how information, data, and malware propagate across various network topologies in Internet of Things and Space IoT configurations. This paper conducts a syst…
View article: Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems
Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems Open
With the proliferation of IoT devices, ensuring the security and privacy of these devices and their associated data has become a critical challenge. In this paper, we propose a federated sampling and lightweight intrusion-detection system …
View article: Fault Tolerance Technique Using Bidirectional Hetero-Associative Memory for Self-Reconfigurable Programmable Matter
Fault Tolerance Technique Using Bidirectional Hetero-Associative Memory for Self-Reconfigurable Programmable Matter Open
International audience
View article: ASAPs: Asynchronous Hybrid Self-Reconfiguration Algorithm for Porous Modular Robotic Structures
ASAPs: Asynchronous Hybrid Self-Reconfiguration Algorithm for Porous Modular Robotic Structures Open
Programmable matter refers to material that can be programmed to alter its physical properties, including its shape. Such matter can be built as a lattice of attached robotic modules, each seen as an autonomous agent with communication and…
View article: Distributed Size-constrained Clustering Algorithm for Modular Robot-based Programmable Matter
Distributed Size-constrained Clustering Algorithm for Modular Robot-based Programmable Matter Open
Modular robots are defined as autonomous kinematic machines with variable morphology. They are composed of several thousands or even millions of modules that are able to coordinate to behave intelligently. Clustering the modules in modular…
View article: Strategic Attacks on Recommender Systems: An Obfuscation Scenario
Strategic Attacks on Recommender Systems: An Obfuscation Scenario Open
International audience
View article: RePoSt: Distributed Self-Reconfiguration Algorithm for Modular Robots Based on Porous Structure
RePoSt: Distributed Self-Reconfiguration Algorithm for Modular Robots Based on Porous Structure Open
International audience
View article: Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation
Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation Open
Interpreting the performance results of models that attempt to realize user behavior in platforms that employ recommenders is a big challenge that researchers and practitioners continue to face. Although current evaluation tools possess th…
View article: A Bi-Level Data Lowering Method to Minimize Transferring Big Data in the Sensors of IoT Applications
A Bi-Level Data Lowering Method to Minimize Transferring Big Data in the Sensors of IoT Applications Open
In the IoT era, the number of devices connected to it continues to grow significantly. This can lead to an increase in the amount of reported data by these IoT devices. The reported data by the Sensor Nodes (SNs) to the Gateway (GW) drives…
View article: Anomalies and breakpoint detection for a dataset of firefighters' operations during the COVID-19 period in France
Anomalies and breakpoint detection for a dataset of firefighters' operations during the COVID-19 period in France Open
International audience
View article: Real-Time Approach for Decision Making in IoT-Based Applications
Real-Time Approach for Decision Making in IoT-Based Applications Open
International audience
View article: Combining Reduction and Dense Blocks for Music Genre Classification
Combining Reduction and Dense Blocks for Music Genre Classification Open
International audience
View article: A Multivariate Data Reduction Approach for Wireless Sensor Networks
A Multivariate Data Reduction Approach for Wireless Sensor Networks Open
International audience
View article: Privacy-Preserving Prediction of Victim’s Mortality and Their Need for Transportation to Health Facilities
Privacy-Preserving Prediction of Victim’s Mortality and Their Need for Transportation to Health Facilities Open
International audience
View article: A Personal LPWAN Remote Monitoring System
A Personal LPWAN Remote Monitoring System Open
International audience
View article: Energy-efficient secured data reduction technique using image difference function in wireless video sensor networks
Energy-efficient secured data reduction technique using image difference function in wireless video sensor networks Open
Wireless sensor networks (WSN) have become the rising stars of technology. Every object in this world tends to be sensorly developped, monitored and controlled. Monitoring an area of interest for security reasons for millitary applications…
View article: PROLISEAN
PROLISEAN Open
The vision for programmable matter is to create a material that can be reprogrammed to have different shapes and to change its physical properties on demand. They are autonomous systems composed of a huge number of independent connected el…
View article: Critique on Natural Noise in Recommender Systems
Critique on Natural Noise in Recommender Systems Open
International audience
View article: A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks
A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks Open
Given that Internet traffic speed and volume are growing at a rapid pace, monitoring the network in a real-time manner has introduced several issues in terms of computing and storage capabilities. Fast processing of traffic data and early …