Wavelet Transform Application for/in Non-Stationary Time-Series Analysis: A Review
Rhif, Manel, Ben Abbes, Ali, Farah, Imed, Martínez, Beatriz, Sang, Yanfang
Published in Applied sciences (30.03.2019)
Published in Applied sciences (30.03.2019)
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Journal Article
An efficient knowledge-based approach for random variation interpretation in NDVI time series
Abbes, Ali Ben, Hemissi, Selim, Farah, Imed Riadh
Published in Environmental earth sciences (01.11.2018)
Published in Environmental earth sciences (01.11.2018)
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Journal Article
Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series
Ferchichi, Aya, Abbes, Ali Ben, Barra, Vincent, Rhif, Manel, Farah, Imed Riadh
Published in Engineering applications of artificial intelligence (01.02.2024)
Published in Engineering applications of artificial intelligence (01.02.2024)
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Journal Article
Advances in remote sensing based soil moisture retrieval: applications, techniques, scales and challenges for combining machine learning and physical models
Abbes, Ali Ben, Jarray, Noureddine, Farah, Imed Riadh
Published in The Artificial intelligence review (02.08.2024)
Published in The Artificial intelligence review (02.08.2024)
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Journal Article
Machine learning for food security: current status, challenges, and future perspectives
Jarray, Noureddine, Abbes, Ali Ben, Farah, Imed Riadh
Published in The Artificial intelligence review (01.12.2023)
Published in The Artificial intelligence review (01.12.2023)
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Journal Article
A deep learning approach for forecasting non-stationary big remote sensing time series
Rhif, Manel, Ben Abbes, Ali, Martinez, Beatriz, Farah, Imed Riadh
Published in Arabian journal of geosciences (01.11.2020)
Published in Arabian journal of geosciences (01.11.2020)
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Journal Article
Soil Moisture Estimation From Smap Observations Using Long Short- Term Memory (LSTM)
Abbes, Ali Ben, Magagi, Ramata, Goita, Kalifa
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01.07.2019)
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01.07.2019)
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Conference Proceeding
Desertification Detection Based on Landsat Time-Series Images and Variational Auto-Encoder: Application in Jeffera, Tunisia
Farah, Chouikhi, Manel, Rhif, Abbes, Ali Ben, Farah, Imed Riadh
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding