3 papers
cs.CE2025
Geospatial Soil Quality Analysis: A Roadmap for Integrated Systems
Habiba Ben Abderrahmane, Slimane Oulad-Naoui, Benameur Ziani
Soil quality (SQ) plays a crucial role in sustainable agriculture, environmental conservation, and land-use planning. Traditional SQ assessment techniques rely on costly, labor-int…
cs.SI2025
A Noise-Resilient Semi-Supervised Graph Autoencoder for Overlapping Semantic Community Detection
Abdelfateh Bekkair, Slimane Bellaouar, Slimane Oulad-Naoui
Community detection in networks with overlapping structures remains a significant challenge, particularly in noisy real-world environments where integrating topology, node attribut…
cs.CL2023
Unsupervised Graph Attention Autoencoder for Attributed Networks using K-means Loss
Abdelfateh Bekkair, Slimane Bellaouar, Slimane Oulad-Naoui
Several natural phenomena and complex systems are often represented as networks. Discovering their community structure is a fundamental task for understanding these networks. Many…