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Author

Dan Munteanu

2 papers indexed here

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Open access Oct 2026

TCAV-Based Cross-Representation Explainability for Facial Emotion Recognition

Deep learning has achieved strong predictive performance in facial emotion recognition (FER), but interpreting the internal representations underlying model decisions remains challenging. In this study, we propose a cross-representation concept-based explainability framework that extends TCAV analysis beyond a single v...

Simona Moldovanu, Sanda Florentina Mihalache, Cătălin Anghel et al. · 0 citations
Review Open access Sep 2026

Ecology of Nitrogen Cycling in Young Forest Ecosystems: Drivers, Ecosystem Functioning, and Research Perspectives

Nitrogen cycling is a key determinant of ecosystem functioning, productivity, and carbon sequestration during forest development. This review synthesizes ecological evidence on nitrogen cycling in young forest ecosystems established through natural regeneration, afforestation, reforestation, or major disturbance across...

Lucian Dinca, C. Constandache, Gabriel Murariu et al. · 0 citations

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