44 citations · 44 across the 5 of their papers we have counts for
5 papers
Clustering-Based Collective Anomaly Detection in IoT Systems: A Graph Neural Network Approach
Dalila Khettaf, Djamel Djenouri, Zeinab Rezaeifar +1
The rapid advancement of Internet of Things (IoT) technology has led to the widespread deployment of smart, interconnected devices across a range of domains. However, this expansio…
Hybrid Graph Embeddings and Louvain Algorithm for Unsupervised Community Detection
Dalila Khettaf, Djamel Djenouri, Zeinab Rezaeifar +1
This paper proposes a novel community detection method that integrates the Louvain algorithm with Graph Neural Networks (GNNs), enabling the discovery of communities without prior…
Commercial Technologies for Advanced Light Control in Smart Building Energy Management Systems: A Comparative Study
Roufaida Laidi, Djamel Djenouri, Marc Ringel
This work investigates the economic, social, and environmental impact of adopting different smart lighting architectures for home automation in two geographical and regulatory regi…
Multiple Benefits through Smart Home Energy Management Solutions -- A Simulation-Based Case Study of a Single-Family House in Algeria and Germany
Marc Ringel, Roufaida Laidi, Djamel Djenouri
From both global and local perspectives, there are strong reasons to promote energy efficiency. These reasons have prompted leaders in the European Union (EU) and countries of the…
Electrical Energy Consumption Control in Buildings Using Wireless Sensor Networks
Djamel Djenouri, Roufaida Laidi, Cherif Zizoua
Energy consumption in residential and commercial buildings has increased dramatically worldwide in the last decade, due to the constant population and economic growth, the prolifer…