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
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
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
SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods
Jarray, Noureddine, Ben Abbes, Ali, Rhif, Manel, Dhaou, Hanen, Ouessar, Mohamed, Farah, Imed Riadh
Published in Environmental modelling & software : with environment data news (01.11.2022)
Published in Environmental modelling & software : with environment data news (01.11.2022)
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Journal Article
Combining deep learning methods and multi-resolution analysis for drought forecasting modeling
Abbes, Ali Ben, Inoubli, Raja, Rhif, Manel, Farah, Imed Riadh
Published in Earth science informatics (01.06.2023)
Published in Earth science informatics (01.06.2023)
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Journal Article
Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features
Rhif, Manel, Wannous, Hazem, Farah, Imed Riadh
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
Optimal selection of wavelet transform parameters for spatio-temporal analysis based on non-stationary NDVI MODIS time series in Mediterranean region
Rhif, Manel, Ben Abbes, Ali, Martínez, Beatriz, Farah, Imed Riadh, Gilabert, M. Amparo
Published in ISPRS journal of photogrammetry and remote sensing (01.11.2022)
Published in ISPRS journal of photogrammetry and remote sensing (01.11.2022)
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Journal Article
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
Deep Learning Models Performance For NDVI Time Series Prediction: A Case Study On North West Tunisia
Rhif, Manel, Abbes, Ali Ben, Martinez, Beatriz, Farah, Imed Riadh
Published in 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) (01.03.2020)
Published in 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) (01.03.2020)
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Conference Proceeding
An open source platform to estimate Soil Moisture using Machine Learning Methods based on Eo-learn library
Jarray, Noureddine, Abbes, Ali Ben, Rhif, Manel, Chouikhi, Farah, Farah, Imed Riadh
Published in 2021 International Congress of Advanced Technology and Engineering (ICOTEN) (04.07.2021)
Published in 2021 International Congress of Advanced Technology and Engineering (ICOTEN) (04.07.2021)
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Conference Proceeding
SmartEarthTunisia: A Benchmark for Monitoring the SDGs USING Earth Observation Data and Deep Learning Techniques In Tunisia
Balti, Hanen, Rhif, Manel, Chouikhi, Farah, Inoubli, Raja, Abidi, Azza, Jarray, Noureddine, Ben, Ali, Be nAbbes, Ali, 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