Aya Ferchichi

According to our database, Aya Ferchichi authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Generating prediction clustering graph network analysis data from masked time series with GANs.

Radhia Toujani, Fatma Hendaoui, Ahlem Ferchichi, Mejda Chihaoui, Aya Ferchichi, Wided Bakari

Neural Comput. Appl., May, 2025

Evidential uncertainty quantification with multiple deep learning architectures for spatiotemporal drought forecasting.

Ahlem Ferchichi, Mejda Chihaoui, Radhia Toujani, Aya Ferchichi, Fatma Hendaoui

Neural Comput. Appl., May, 2025

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

Aya Ferchichi, Ahlem Ferchichi, Fatma Hendaoui, Mejda Chihaoui, Radhia Toujani

Neurocomputing, 2025

Trustworthy AI for Spatio-Temporal Forecasting via Counterfactual Causality.

Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

2024

Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa.

Ahlem Ferchichi, Mejda Chihaoui, Aya Ferchichi

Expert Syst. Appl., March, 2024

Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series.

Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Manel Rhif, Imed Riadh Farah

Eng. Appl. Artif. Intell., 2024

2022

Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: A systematic literature review.

Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah

Ecol. Informatics, 2022