1 citations · 3 across the 11 of their papers we have counts for
12 papers
Understand your Users, An Ensemble Learning Framework for Natural Noise Filtering in Recommender Systems
Clarita Hawat, Wissam Al Jurdi, Jacques Bou Abdo +2
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 va…
Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation
Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian +1
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 con…
A Spatial-Temporal Correlation Approach for Data Reduction in Cluster-Based Sensor Networks
Gaby Bou Tayeh, Abdallah Makhoul, Charith Perera +1
In a resource-constrained Wireless Sensor Networks (WSNs), the optimization of the sampling and the transmission rates of each individual node is a crucial issue. A high volume of…
On the topology effects in wireless sensor networks based prognostics and health management
Ahmad Farhat, Abdallah Makhoul, Christophe Guyeux +3
In this work, we consider the usage of wireless sensor networks (WSN) to monitor an area of interest, in order to diagnose on real time its state. Each sensor node forwards informa…
On the usefulness of information hiding techniques for wireless sensor networks security
Rola Al-Sharif, Christophe Guyeux, Yousra Ahmed Fadil +2
A wireless sensor network (WSN) typically consists of base stations and a large number of wireless sensors. The sensory data gathered from the whole network at a certain time snaps…
A Security Framework for Wireless Sensor Networks: Theory and Practice
Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi
Wireless sensor networks are often deployed in public or otherwise untrusted and even hostile environments, which prompts a number of security issues. Although security is a necess…
Efficient and accurate monitoring of the depth information in a Wireless Multimedia Sensor Network based surveillance
Anthony Tannoury, Rony Darazi, Christophe Guyeux +1
Wireless Multimedia Sensor Network (WMSN) is a promising technology capturing rich multimedia data like audio and video, which can be useful to monitor an environment under surveil…
Low Cost Monitoring and Intruders Detection using Wireless Video Sensor Networks
Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul +1
There is a growing interest in the use of video sensor networks in surveillance applications in order to detect intruders with low cost. The essential concern of such networks is w…
Investigating Low Level Protocols for Wireless Body Sensor Networks
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian +2
The rapid development of medical sensors has increased the interest in Wireless Body Area Network (WBAN) applications where physiological data from the human body and its environme…
Using an epidemiological approach to maximize data survival in the internet of things
Abdallah Makhoul, Christophe Guyeux, Mourad Hakem +1
The internet of things (IoT) has gained worldwide attention in recent years. It transforms the everyday objects that surround us into proactive actors of the Internet, generating a…
Epidemiological Approach for Data Survivability in Unattended Wireless Sensor Networks
Jacques M. Bahi, Christophe Guyeux, Mourad Hakem +1
Unattended Wireless Sensor Networks (UWSNs) are Wireless Sensor Networks characterized by sporadic sink presence and operation in hostile settings. The absence of the sink for peri…
Two Security Layers for Hierarchical Data Aggregation in Sensor Networks
Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul
Due to resource restricted sensor nodes, it is important to minimize the amount of data transmission among sensor networks. To reduce the amount of sending data, an aggregation app…