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Aya Ferchichi

Observed name: Ferchichi, Aya
ORCID: 0000-0003-1947-2756
Observed ORCID: 0000-0003-1947-2756
OpenAlex ID: A5104022998
Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: A systematic literature review
2022 · Aya Ferchichi, Ali Ben Abbes, et al. · Ecological Informatics · 140
Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa
2023 · Ahlem Ferchichi, Mejda Chihaoui, et al. · Expert Systems with Applications · 45
Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series
2023 · Aya Ferchichi, Ali Ben Abbes, et al. · Engineering Applications of Artificial Intelligence · 24
Deep Learning-based Uncertainty Quantification for spatio-temporal environmental Remote Sensing: A systematic literature review
2025 · Aya Ferchichi, Ahlem Ferchichi, et al. · Neurocomputing · 22
Evidential uncertainty quantification with multiple deep learning architectures for spatiotemporal drought forecasting
2025 · Ahlem Ferchichi, Mejda Chihaoui, et al. · Neural Computing and Applications · 8
Trustworthy AI for Spatio-Temporal Forecasting via Counterfactual Causality
2025 · Aya Ferchichi, Ali Ben Abbes, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 1
SYNAPSE: A multi-agent LLM framework with parameter-free cross-attention fusion for interpretable multimodal spatio-temporal forecasting
2026 · Aya Ferchichi, Ali Ben Abbes, et al. · Neurocomputing
A Transformer-Based Explainable Deep Learning Model for Counterfactual Causal Intervention in Multivariate Spatio-Temporal Time Series Forecasting
2026 · Ferchichi, Aya, Ben Abbes, Ali, et al. · HAL
Generating prediction clustering graph network analysis data from masked time series with GANs
2025 · Radhia Toujani, Fatma Hendaoui, et al. · Neural Computing and Applications
Works count: 9
Citation count: 240
H-index: 5
I10-index: 4
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