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Manel Rhif
Manel Rhif
Laboratoire RIADI, Ecole Nationale des Sciences de l’Informatique, Mannouba, Tunisia
Verified email at ensi-uma.tn
Title
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Cited by
Year
Wavelet transform application for/in non-stationary time-series analysis: A review
M Rhif, A Ben Abbes, IR Farah, B Martínez, Y Sang
Applied Sciences 9 (7), 1345, 2019
3882019
Non-stationary and unequally spaced NDVI time series analyses by the LSWAVE software
E Ghaderpour, A Ben Abbes, M Rhif, SD Pagiatakis, IR Farah
International journal of remote sensing 41 (6), 2374-2390, 2020
362020
Action recognition from 3d skeleton sequences using deep networks on lie group features
M Rhif, H Wannous, IR Farah
2018 24th International Conference on Pattern Recognition (ICPR), 3427-3432, 2018
242018
An improved trend vegetation analysis for non-stationary NDVI time series based on wavelet transform
M Rhif, A Ben Abbes, B Martinez, IR Farah
Environmental Science and Pollution Research 28 (34), 46603-46613, 2021
222021
A deep learning approach for forecasting non-stationary big remote sensing time series
M Rhif, A Ben Abbes, B Martinez, IR Farah
Arabian Journal of Geosciences 13 (22), 1174, 2020
162020
Deep learning models performance for NDVI time series prediction: a case study on north west Tunisia
M Rhif, AB Abbes, B Martínez, IR Farah
2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium …, 2020
142020
Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics
M Rhif, AB Abbes, B Martinez, R de Jong, Y Sang, IR Farah
Ecological Informatics 69, 101596, 2022
122022
Veg-W2TCN: a parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model
M Rhif, AB Abbes, B Martínez, IR Farah
Applied Soft Computing 137, 110172, 2023
72023
An open source platform to estimate soil moisture using machine learning methods based on eo-learn library
N Jarray, AB Abbes, M Rhif, F Chouikhi, IR Farah
2021 International Congress of Advanced Technology and Engineering (ICOTEN), 1-5, 2021
72021
Optimal selection of wavelet transform parameters for spatio-temporal analysis based on non-stationary NDVI MODIS time series in Mediterranean region
M Rhif, AB Abbes, B Martínez, IR Farah, MA Gilabert
ISPRS Journal of Photogrammetry and Remote Sensing 193, 216-233, 2022
62022
SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods
N Jarray, AB Abbes, M Rhif, H Dhaou, M Ouessar, IR Farah
Environmental Modelling & Software 157, 105505, 2022
42022
Combining deep learning methods and multi-resolution analysis for drought forecasting modeling
AB Abbes, R Inoubli, M Rhif, IR Farah
Earth Science Informatics 16 (2), 1811-1820, 2023
32023
An improved forecasting model from satellite imagery based on optimum wavelet bases and adam optimized lstm methods
M Rhif, AB Abbes, B Martinez, IR Farah
International Conference on Computational Collective Intelligence, 560-571, 2021
32021
Towards a Tunisian earth observation data cube for environmental applications
M Rhif, AB Abbes, F Chouikhi, N Jarray, IR Farah
2021 International Congress of Advanced Technology and Engineering (ICOTEN), 1-5, 2021
22021
Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series
A Ferchichi, AB Abbes, V Barra, M Rhif, IR Farah
Engineering Applications of Artificial Intelligence 128, 107563, 2024
12024
An hybrid approach for forecasting vegetation dynamics and association with climate changes in the Mediterranean region
M Rhif, B Martinez, A Ben Abbes, I Riadh Farah
44th COSPAR Scientific Assembly. Held 16-24 July 44, 127, 2022
12022
A Non-stationary NDVI Time Series with Big Data: A Deep Learning Approach
M Rhif, AB Abbes, IR Farah
Conference of the Arabian Journal of Geosciences, 357-359, 2019
12019
SmartEarthTunisia: A Benchmark for Monitoring the SDGs USING Earth Observation Data and Deep Learning Techniques In Tunisia
H Balti, M Rhif, F Chouikhi, R Inoubli, A Abidi, N Jarray, A ben Abbes, ...
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
2022
Trend Analysis Using Discrete Wavelet Transform (DWT) for Non-stationary NDVI Time Series in Tunisia
M Rhif, AB Abbes, IR Farah, B Martínez
Recent Advances in Environmental Science from the Euro-Mediterranean and …, 2021
2021
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