Ahlem Ferchichi

20 papers C 1Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Collaborative Spatio-Temporal Graph Reinforcement Learning for Multivariate Drought Forecasting. ICAART (4) Ahlem Ferchichi, Mejda Chihaoui, Haifa Harrouch
2025	J	`jnl`	Deep Learning-based Uncertainty Quantification for spatio-temporal environmental Remote Sensing: A systematic literature review. Neurocomputing Aya Ferchichi, Ahlem Ferchichi, Fatma Hendaoui, Mejda Chihaoui, Radhia Toujani
2025	J	`jnl`	EPAD: empowering privacy-preserving anomaly detection through homomorphic encryption and machine learning. Clust. Comput. Fatma Hendaoui, Lamia Trabelsi, Ahlem Ferchichi, Rahma Meddeb, Rawia Ahmed
2025	J	`jnl`	Evidential uncertainty quantification with multiple deep learning architectures for spatiotemporal drought forecasting. Neural Comput. Appl. Ahlem Ferchichi, Mejda Chihaoui, Radhia Toujani, Aya Ferchichi, Fatma Hendaoui
2025	J	`jnl`	FLADEN: Federated Learning for Anomaly DEtection in IoT Networks. Comput. Secur. Fatma Hendaoui, Rahma Meddeb, Lamia Trabelsi, Ahlem Ferchichi, Rawia Ahmed
2025	J	`jnl`	Generating prediction clustering graph network analysis data from masked time series with GANs. Neural Comput. Appl. Radhia Toujani, Fatma Hendaoui, Ahlem Ferchichi, Mejda Chihaoui, Aya Ferchichi, Wided Bakari
2024	J	`jnl`	Advances in deep learning intrusion detection over encrypted data with privacy preservation: a systematic review. Clust. Comput. Fatma Hendaoui, Ahlem Ferchichi, Lamia Trabelsi, Rahma Meddeb, Rawia Ahmed, Manel Khazri Khelifi
2024	J	`jnl`	Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa. Expert Syst. Appl. Ahlem Ferchichi, Mejda Chihaoui, Aya Ferchichi
2022	—	`conf`	An Intelligent System for Managing Uncertain Temporal Flood Events. BELIEF Manel Chehibi, Ahlem Ferchichi, Imed Riadh Farah
2022	J	`jnl`	Representing and modeling spatio-temporal uncertainty using belief function theory in flood extent mapping. Expert Syst. Appl. Manel Chehibi, Ahlem Ferchichi, Imed Riadh Farah
2018	J	`jnl`	Corrigendum to "Propagating aleatory and epistemic uncertainty in land cover change prediction process" [Ecol. Inform. 37, 24-37]. Ecol. Informatics Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2018	J	`jnl`	Reducing uncertainties in land cover change models using sensitivity analysis. Knowl. Inf. Syst. Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2017	J	`jnl`	Propagating aleatory and epistemic uncertainty in land cover change prediction process. Ecol. Informatics Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2017	—	`—`	Propagation et réduction des incertitudes dans les modèles de changement d'occupation des sols . (Propagation and reduction uncertainty in land cover change models). Ahlem Ferchichi
2017	J	`jnl`	Towards an uncertainty reduction framework for land-cover change prediction using possibility theory. Vietnam. J. Comput. Sci. Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2015	—	`conf`	An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction. ICCCI (2) Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2015	—	`conf`	Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. IJCCI (Selected Papers) Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2015	—	`conf`	Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters. IJCCI (FCTA) Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2014	C	`conf`	Parameter and structural model imperfection propagation using evidence theory in land cover change prediction. IPAS Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2013	—	`conf`	An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images. KDIR/KMIS Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah