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Author

R. Bouallègue

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Open access 2026

Hodge-Guided Active Preference Elicitation for Efficient Pairwise Ranking

Pairwise comparison is a standard method for eliciting user preferences in recommender systems and group decision-making. The number of required comparisons grows quadratically with the number of alternatives, creating a substantial burden for users and platforms. This paper asks whether Hodge decomposition, which spli...

Eskander Bejaoui, M. O. Aoueileyine, R. Bouallègue · 0 citations
Open access Sep 2026

YOLO-CBNet: A robust attention-enhanced detection framework for underwater fish recognition in aquaculture environments

The accurate identification of fish species remains a pivotal challenge in aquaculture, as it directly influences population management, health monitoring, and overall production efficiency. Yet, underwater environments often present difficult conditions such as reduced visibility, suspended particles, and uneven light...

Mahdi Hamzaoui, Leila Bousbia, Mohamed Ould-Elhassen Aoueileyine et al. · 0 citations

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