Manel Rhif

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Multivariate Time Series

Top Venues

Eng. Appl. Artif. Intell.

Earth Sci. Informatics

Publications

Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Manel Rhif, Imed Riadh Farah
Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series. Eng. Appl. Artif. Intell. 128 (2024)
Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
Veg-W2TCN: A parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model. Appl. Soft Comput. 137 (2023)
Ali Ben Abbes, Raja Inoubli, Manel Rhif, Imed Riadh Farah
Combining deep learning methods and multi-resolution analysis for drought forecasting modeling. Earth Sci. Informatics 16 (2) (2023)
Hanen Balti, Manel Rhif, Farah Chouikhi, Raja Inoubli, Azza Abidi, Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
SmartEarthTunisia: A Benchmark for Monitoring the SDGs USING Earth Observation Data and Deep Learning Techniques In Tunisia. IGARSS (2022)
Farah Chouikhi, Manel Rhif, Ali Ben Abbes, Imed Riadh Farah
Desertification Detection Based on Landsat Time-Series Images and Variational Auto-Encoder: Application in Jeffera, Tunisia. IGARSS (2022)
Noureddine Jarray, Ali Ben Abbes, Manel Rhif, Hanen Dhaou, Mohamed Ouessar, Imed Riadh Farah
SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods. Environ. Model. Softw. 157 (2022)
Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Rogier de Jong, Yan-Fang Sang, Imed Riadh Farah
Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics. Ecol. Informatics 69 (2022)
Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods. ICCCI (2021)
Manel Rhif, Hazem Wannous, Imed Riadh Farah
Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features. ICPR (2018)