Ahlem Ferchichi

Orcid: 0009-0009-0120-3962

According to our database1, Ahlem Ferchichi authored at least 18 papers between 2013 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Generating prediction clustering graph network analysis data from masked time series with GANs.
Neural Comput. Appl., May, 2025

Evidential uncertainty quantification with multiple deep learning architectures for spatiotemporal drought forecasting.
Neural Comput. Appl., May, 2025

Deep Learning-based Uncertainty Quantification for spatio-temporal environmental Remote Sensing: A systematic literature review.
Neurocomputing, 2025

FLADEN: Federated Learning for Anomaly DEtection in IoT Networks.
Comput. Secur., 2025

2024
Advances in deep learning intrusion detection over encrypted data with privacy preservation: a systematic review.
Clust. Comput., October, 2024

Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa.
Expert Syst. Appl., March, 2024

2022
Representing and modeling spatio-temporal uncertainty using belief function theory in flood extent mapping.
Expert Syst. Appl., 2022

An Intelligent System for Managing Uncertain Temporal Flood Events.
Proceedings of the Belief Functions: Theory and Applications, 2022

2018
Reducing uncertainties in land cover change models using sensitivity analysis.
Knowl. Inf. Syst., 2018

Corrigendum to "Propagating aleatory and epistemic uncertainty in land cover change prediction process" [Ecol. Inform. 37, 24-37].
Ecol. Informatics, 2018

2017
Propagation et réduction des incertitudes dans les modèles de changement d'occupation des sols . (Propagation and reduction uncertainty in land cover change models).
PhD thesis, 2017

Towards an uncertainty reduction framework for land-cover change prediction using possibility theory.
Vietnam. J. Comput. Sci., 2017

Propagating aleatory and epistemic uncertainty in land cover change prediction process.
Ecol. Informatics, 2017

2015
Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation.
Proceedings of the Computational Intelligence - International Joint Conference, 2015

Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

2014
Parameter and structural model imperfection propagation using evidence theory in land cover change prediction.
Proceedings of the International Image Processing, 2014

2013
An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images.
Proceedings of the KDIR/KMIS 2013 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, Vilamoura, Algarve, Portugal, 19, 2013


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