Imed Riadh Farah

164 papers B 13C 28Misc 31Journal 63Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ConvLSTM-GCN-transformer: Spatiotemporal graph-attention model for vegetation index map forecasting. Expert Syst. Appl. Mohamed Chahine Bouaziz, Ali Ben Abbes, Mourad El Koundi, Imed Riadh Farah
2026	—	`conf`	Hybrid Learning Framework for Multi-Source Forest Monitoring. ICAART (3) Rim Douss, Imed Riadh Farah
2026	J	`jnl`	Leveraging volunteered geographical information and spatio temporal big data in disaster management: opportunity and challenges. Int. J. Data Sci. Anal. Mohamed Amine Ben Rhaiem, Mouna Selmi, Imed Riadh Farah, Amel Bouzeghoub
2026	J	`jnl`	SESAUnet: A deep attention-based segmentation model for early detection of green aphids in smart greenhouse environments. Appl. Soft Comput. Mohamed Chahine Bouaziz, Mourad El Koundi, Ali Ben Abbes, Imed Riadh Farah
2025	—	`conf`	AI and EO for Advancing Sustainable Development Goals: SmartSDGTunisia as a Case Study. JURSE Hanen Balti, Manel Rhif, Farah Chouikhi, Ali Ben Abbes, Mohamed Farah, Imed Riadh Farah
2025	J	`jnl`	An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images. Environ. Model. Softw. Farah Chouikhi, Ali Ben Abbes, Imed Riadh Farah
2025	—	`conf`	Assessing machine learning algorithms for retrieving soil moisture from a semi-arid region using a synthetic database. JURSE Raja Inoubli, Lilia Bennaceur Farah, Imed Riadh Farah, Alejandro Monsiváis-Huertero
2025	—	`conf`	Assessing the impact of climate change on desertification in Africa: A comparative analysis and projections based on CMIP6. JURSE Farah Chouikhi, Ali Ben Abbes, Manel Rhif, Imed Riadh Farah
2025	J	`jnl`	Enhancing change detection in multi-date images using a Multi-temporal Siamese Neural Network. Pattern Recognit. Lett. Farah Chouikhi, Ali Ben Abbes, Imed Riadh Farah
2025	J	`jnl`	Enhancing palm precision agriculture: An approach based on deep learning and UAVs for efficient palm tree detection. Ecol. Informatics Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah, Anis Koubaa
2025	—	`conf`	Interest-Based Pattern Mining for Deforestation Analysis in the Kroumiria Region, Tunisia. AIAI (3) Emna Klai, Ahmed Toujani, Manel Zaghdoudi, Wahbi Jaouadi, Imed Riadh Farah, Sami Faïz
2025	J	`jnl`	Knowledge graph representation learning: A comprehensive and experimental overview. Comput. Sci. Rev. Dorsaf Sellami, Wissem Inoubli, Imed Riadh Farah, Sabeur Aridhi
2025	B	`conf`	SA-KGP: A Semantic-Aware Partitioning Method for Scalable Knowledge Graph Embedding. IEEE Big Data Dorsaf Sellami, Wissem Inoubli, Imed Riadh Farah, Sabeur Aridhi
2025	B	`conf`	Trustworthy AI for Spatio-Temporal Forecasting via Counterfactual Causality. ICTAI Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah
2025	—	`conf`	Urban Remote Sensing Image Super Resolution based on Denoising Diffusion Probabilistic Models and Generative Adversarial Networks. JURSE Mohamed Aymen Ben Khalifa, Mourad El Koundi, Imed Riadh Farah
2024	J	`jnl`	A Bi-GRU-based encoder-decoder framework for multivariate time series forecasting. Soft Comput. Hanen Balti, Ali Ben Abbes, Imed Riadh Farah
2024	Misc	`conf`	Advanced graph deep learning for High-dimensional image analysis: challenges and opportunities. ATSIP Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2024	J	`jnl`	Advances in remote sensing based soil moisture retrieval: applications, techniques, scales and challenges for combining machine learning and physical models. Artif. Intell. Rev. Ali Ben Abbes, Noureddine Jarray, Imed Riadh Farah
2024	J	`jnl`	Assessment of Surface Scattering Models Within the Water Cloud Model Toward Soil Moisture Retrievals Using Sentinel-1 and Sentinel-2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Raja Inoubli, Daniel Enrique Constantino-Recillas, Alejandro Monsiváis-Huertero, Lilia Bennaceur Farah, Imed Riadh Farah
2024	Misc	`conf`	Computational methods to retrieve soil moisture using remote sensing data: A review. ATSIP Raja Inoubli, Daniel Enrique Constantino-Recillas, Alejandro Monsiváis-Huertero, Lilia Bennaceur Farah, Imed Riadh Farah
2024	B	`conf`	Data-Driven Forecasting of Climate Change Impacts on Vegetation for Sustainable Agriculture. KES Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
2024	B	`conf`	Domain Adaptation for Satellite Images: Recent Advancements, Challenges, and Future Perspectives. KES Manel Khazri Khelif, Wadii Boulila, Anis Koubaa, Imed Riadh Farah
2024	Misc	`conf`	Geometric Deep Learning Techniques for Analyzing Brain 3D Meshes. ATSIP Mariem Ayad, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2024	J	`jnl`	Graph feature fusion driven by deep autoencoder for advanced hyperspectral image unmixing. Knowl. Based Syst. Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2024	C	`conf`	Monitoring Desertification in Tunisia Using Modis Ecological Indicators and Machine Learning. IGARSS Farah Chouikhi, Ali Ben Abbes, Imed Riadh Farah
2024	C	`conf`	Multi-Scale Classification of Sentinel-2 Images for Land Cover Mapping Using Two-Branch Convolutional Neural Network. IGARSS Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
2024	J	`jnl`	Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series. Eng. Appl. Artif. Intell. Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Manel Rhif, Imed Riadh Farah
2024	J	`jnl`	Multi-view graph representation learning for hyperspectral image classification with spectral-spatial graph neural networks. Neural Comput. Appl. Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2024	J	`jnl`	Orthrus: multi-scale land cover mapping from satellite image time series via 2D encoding and convolutional neural network. Neural Comput. Appl. Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
2024	C	`conf`	Predicting C-band backscattering coefficient using the water cloud model and optical vegetation indices. IGARSS Raja Inoubli, Daniel Enrique Constantino-Recillas, Alejandro Monsiváis-Huertero, Lilia Bennaceur Farah, Imed Riadh Farah
2024	Misc	`conf`	TALDS: A Transfer-Active Learning-Driven Siamese Network for Bi-temporal Image Classification. ATSIP Farah Chouikhi, Ali Ben Abbes, Imed Riadh Farah
2023	J	`jnl`	A Hybrid Approach Based on GAN and CNN-LSTM for Aerial Activity Recognition. Remote. Sens. Abir Bousmina, Mouna Selmi, Mohamed Amine Ben Rhaiem, Imed Riadh Farah
2023	J	`jnl`	Combining 2D encoding and convolutional neural network to enhance land cover mapping from Satellite Image Time Series. Eng. Appl. Artif. Intell. Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
2023	J	`jnl`	Combining deep learning methods and multi-resolution analysis for drought forecasting modeling. Earth Sci. Informatics Ali Ben Abbes, Raja Inoubli, Manel Rhif, Imed Riadh Farah
2023	B	`conf`	DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing. ICCCI Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2023	B	`conf`	Desertification Detection in Satellite Images Using Siamese Variational Autoencoder with Transfer Learning. ICCCI Farah Chouikhi, Ali Ben Abbes, Imed Riadh Farah
2023	C	`conf`	Evaluation of Two Surface Scattering Models Within the Water Cloud Model Over an Agricultural Area in Mexico and Synergistic Use of Sentinel-1 and Sentinel-2 Images. IGARSS Raja Inoubli, Daniel Enrique Constantino-Recillas, Alejandro Monsiváis-Huertero, Lilia Bennaceur Farah, Imed Riadh Farah
2023	J	`jnl`	Graph-based deep learning techniques for remote sensing applications: Techniques, taxonomy, and applications - A comprehensive review. Comput. Sci. Rev. Manel Khazri Khlifi, Wadii Boulila, Imed Riadh Farah
2023	—	`conf`	Interpolation and Prediction of Piezometric Multivariate Time Series Based on Data Augmentation and Transformers. IntelliSys (2) Mohamed Louay Rabah, Nedra Mellouli, Imed Riadh Farah
2023	J	`jnl`	Machine learning for food security: current status, challenges, and future perspectives. Artif. Intell. Rev. Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
2023	J	`jnl`	Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graph. CoRR Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah
2023	B	`conf`	Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graphs. KES Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah
2023	J	`jnl`	Spatio-temporal heterogeneous graph using multivariate earth observation time series: Application for drought forecasting. Comput. Geosci. Hanen Balti, Ali Ben Abbes, Yan-Fang Sang, Nedra Mellouli, Imed Riadh Farah
2023	B	`conf`	Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil. KES Yosra Hajjaji, Ayyub Alzahem, Wadii Boulila, Imed Riadh Farah, Anis Koubaa
2023	J	`jnl`	Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil. CoRR Yosra Hajjaji, Ayyub Alzahem, Wadii Boulila, Imed Riadh Farah, Anis Koubaa
2023	J	`jnl`	Veg-W2TCN: A parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model. Appl. Soft Comput. Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
2022	J	`jnl`	A Hybrid Privacy-Preserving Deep Learning Approach for Object Classification in Very High-Resolution Satellite Images. Remote. Sens. Wadii Boulila, Manel Khazri Khlifi, Adel Ammar, Anis Koubaa, Bilel Benjdira, Imed Riadh Farah
2022	—	`conf`	A Machine Learning Framework for Cereal Yield Forecasting Using Heterogeneous Data. ISDA (2) Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
2022	J	`jnl`	A Novel Teacher-Student Framework for Soil Moisture Retrieval by Combining Sentinel-1 and Sentinel-2: Application in Arid Regions. IEEE Geosci. Remote. Sens. Lett. Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
2022	Misc	`conf`	A deep learning approach based on morphological profiles for Hyperspectral Image unmixing. ATSIP Mariem Ayed, Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2022	—	`conf`	An Intelligent System for Managing Uncertain Temporal Flood Events. BELIEF Manel Chehibi, Ahlem Ferchichi, Imed Riadh Farah
2022	C	`conf`	Desertification Detection Based on Landsat Time-Series Images and Variational Auto-Encoder: Application in Jeffera, Tunisia. IGARSS Farah Chouikhi, Manel Rhif, Ali Ben Abbes, Imed Riadh Farah
2022	J	`jnl`	Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics. Ecol. Informatics Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Rogier de Jong, Yan-Fang Sang, Imed Riadh Farah
2022	J	`jnl`	Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: A systematic literature review. Ecol. Informatics Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah
2022	J	`jnl`	Graph-Based Classification and Urban Modeling of Laser Scanning and Imagery: Toward 3D Smart Web Services. Remote. Sens. Slim Namouchi, Imed Riadh Farah
2022	Misc	`conf`	Hypothetical reasoning method based on hypothetical cases. ATSIP Wissal Ben Marzouka, Basel Solaiman, Mohamed Farah, Imed Riadh Farah
2022	B	`conf`	Leveraging Artificial Intelligence Techniques for Smart Palm Tree Detection: A Decade Systematic Review. KES Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah
2022	J	`jnl`	Leveraging Artificial Intelligence Techniques for Smart Palm Tree Detection: A Decade Systematic Review. CoRR Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah
2022	Misc	`conf`	Model Based Anomaly Detection in High Dimensional DATA. ATSIP Imen Gatfaoui, Basel Solaiman, Imed Riadh Farah
2022	—	`conf`	Modèle de prédiction de niveau piézométrique basé sur Transformers. EGC Mohamed Louay Rabah, Nedra Mellouli, Imed Riadh Farah
2022	—	`conf`	Multi Spectral-Spatial Gabor Feature Fusion Based On End-To-End Deep Learning For Hyperspectral Image Classification. WHISPERS Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
2022	J	`jnl`	Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring. Future Gener. Comput. Syst. Hanen Balti, Ali Ben Abbes, Nedra Mellouli, Imed Riadh Farah, Yan-Fang Sang, Myriam Lamolle
2022	C	`conf`	Novel Method for Combining NDVI Time Series Forecasting Models. IGARSS Oumayma Bounouh, Ana Maria Tarquis, Imed Riadh Farah
2022	J	`jnl`	Representing and modeling spatio-temporal uncertainty using belief function theory in flood extent mapping. Expert Syst. Appl. Manel Chehibi, Ahlem Ferchichi, Imed Riadh Farah
2022	J	`jnl`	Resolution methods for constraint satisfaction problem in remote sensing field: A survey of static and dynamic algorithms. Ecol. Informatics Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah, Aurélie Leborgne, Pierre Gançarski
2022	J	`jnl`	SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods. Environ. Model. Softw. Noureddine Jarray, Ali Ben Abbes, Manel Rhif, Hanen Dhaou, Mohamed Ouessar, Imed Riadh Farah
2022	C	`conf`	SmartEarthTunisia: A Benchmark for Monitoring the SDGs USING Earth Observation Data and Deep Learning Techniques In Tunisia. IGARSS Hanen Balti, Manel Rhif, Farah Chouikhi, Raja Inoubli, Azza Abidi, Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
2022	Misc	`conf`	Structured Case Base Knowledge using Unsupervised Learning. ATSIP Ikram Chourib, Gwenaël Guillard, Imed Riadh Farah, Basel Solaiman
2022	—	`conf`	Transformers-based time series forecasting for piezometric level prediction. EAIS Nedra Mellouli, Mohamed Louay Rabah, Imed Riadh Farah
2021	B	`conf`	A Hybrid APM-CPGSO Approach for Constraint Satisfaction Problem Solving: Application to Remote Sensing. KES Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah
2021	J	`jnl`	A Hybrid APM-CPGSO Approach for Constraint Satisfaction Problem Solving: Application to Remote Sensing. CoRR Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah
2021	C	`conf`	An Evaluation of Soil Moisture Retrieval Using Machine Learning Methods: Application in Arid Regions of Tunisia. IGARSS Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
2021	B	`conf`	An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods. ICCCI Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
2021	B	`conf`	An improved tile-based scalable distributed management model of massive high-resolution satellite images. KES Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah
2021	J	`jnl`	An improved tile-based scalable distributed management model of massive high-resolution satellite images. CoRR Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah
2021	—	`conf`	BS-GAENets: Brain-Spatial Feature Learning Via a Graph Deep Autoencoder for Multi-modal Neuroimaging Analysis. VISIGRAPP (Revised Selected Papers) Refka Hanachi, Akrem Sellami, Imed Riadh Farah
2021	J	`jnl`	Big Remote Sensing Image Classification Based on Deep Learning Extraction Features and Distributed Spark Frameworks. Big Data Cogn. Comput. Imen Chebbi, Nedra Mellouli, Imed Riadh Farah, Myriam Lamolle
2021	J	`jnl`	Big data and IoT-based applications in smart environments: A systematic review. Comput. Sci. Rev. Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah, Imed Romdhani, Amir Hussain
2021	—	`conf`	Enhancing Big Data Warehousing and Analytics for Spatio-Temporal Massive Data. ISD Hanen Balti, Nedra Mellouli, Ali Ben Abbes, Imed Riadh Farah, Yangfan Sang, Myriam Lamolle
2021	—	`conf`	Interpretation of Human Behavior from Multi-modal Brain MRI Images based on Graph Deep Neural Networks and Attention Mechanism. VISIGRAPP (4: VISAPP) Refka Hanachi, Akrem Sellami, Imed Riadh Farah
2021	J	`jnl`	Sub-Pixel Mapping Model Based on Total Variation Regularization and Learned Spatial Dictionary. Remote. Sens. Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah
2020	Misc	`conf`	A review of drought monitoring using remote sensing and data mining methods. ATSIP Raja Inoubli, Ali Ben Abbes, Imed Riadh Farah, Vijay Singh, Tsegaye Tadesse, Mohammad Taghi Sattari
2020	J	`jnl`	A review of drought monitoring with big data: Issues, methods, challenges and research directions. Ecol. Informatics Hanen Balti, Ali Ben Abbes, Nedra Mellouli, Imed Riadh Farah, Yan-Fang Sang, Myriam Lamolle
2020	Misc	`conf`	Case-Based Reasoning: Problems And Importance Of Similarity Measure. ATSIP Ikram Chourib, Gwenaël Guillard, Makram Mestiri, Basel Solaiman, Imed Riadh Farah
2020	J	`jnl`	Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification. Pattern Recognit. Lett. Akrem Sellami, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah
2020	Misc	`conf`	Soil salinity prediction using a machine learning approach through hyperspectral satellite image. ATSIP Salim Klibi, Kais Tounsi, Zouhaier Ben Rabah, Basel Solaiman, Imed Riadh Farah
2020	C	`conf`	Sub-Pixel Mapping Method Based on K-SVD Dictionary Learning and Total Variation Minimization. IGARSS Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah
2020	Misc	`conf`	Sub-pixel Mapping Method based on Total Variation Minimization and Spectral Dictionary. ATSIP Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah
2020	Misc	`conf`	Suspicious Local Event Detection in Social Media and Remote Sensing: Towards a Geosocial Dataset Construction. ATSIP Marwen Bouabid, Mohamed Farah, Imed Riadh Farah
2019	J	`jnl`	A Multi-Level Semantic Scene Interpretation Strategy for Change Interpretation in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Fethi Ghazouani, Imed Riadh Farah, Basel Solaiman
2019	J	`jnl`	A non-stationary NDVI time series modelling using triplet Markov chain. Int. J. Inf. Decis. Sci. Ali Ben Abbes, Mohamed Farah, Imed Riadh Farah, Vincent Barra
2019	—	`conf`	Deep Learning Analysis for Big Remote Sensing Image Classification. KDIR Imen Chebbi, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah
2019	—	`conf`	Deep Semantic Feature Detection from Multispectral Satellite Images. KDIR Hanen Balti, Nedra Mellouli, Imen Chebbi, Imed Riadh Farah, Myriam Lamolle
2019	J	`jnl`	Fuzzy Spatio-Spectro-Temporal Ontology for Remote Sensing Image Annotation and Interpretation: Application to Natural Risks Assessment. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Wassim Messaoudi, Mohamed Farah, Imed Riadh Farah
2019	J	`jnl`	Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection. Expert Syst. Appl. Akrem Sellami, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
2019	C	`conf`	Isotropic Total Variation Minimization for Sub-Pixel Mapping. IGARSS Bouthayna Msellmi, Daniele Picone, Mauro Dalla Mura, Zouhaier Ben Rabah, Imed Riadh Farah
2019	C	`conf`	Piecewise Horizontal 3D Roof Reconstruction from Aerial Lidar. IGARSS Slim Namouchi, Bruno Vallet, Imed Riadh Farah, Haythem Ismail
2019	J	`jnl`	Remote Sensing Scene Classification Using Convolutional Features and Deep Forest Classifier. IEEE Geosci. Remote. Sens. Lett. Yaakoub Boualleg, Mohamed Farah, Imed Riadh Farah
2018	C	`conf`	A GRAPH BASED MODEL FOR SUB-PIXEL OBJECTS RECOGNITION. IGARSS Bouthayna Msellmi, Zouhaier Ben Rabah, Imed Riadh Farah
2018	Misc	`conf`	A comparison of big remote sensing data processing with Hadoop MapReduce and Spark. ATSIP Imen Chebbi, Wadii Boulila, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah
2018	J	`jnl`	A novel decision support system for the interpretation of remote sensing big data. Earth Sci. Informatics Wadii Boulila, Imed Riadh Farah, Amir Hussain
2018	B	`conf`	Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features. ICPR Manel Rhif, Hazem Wannous, Imed Riadh Farah
2018	Misc	`conf`	An adaptive semantic dimensionality reduction approach for hyperspectral imagery classification. ATSIP Rawaa Hamdi, Akrem Sellami, Imed Riadh Farah
2018	J	`jnl`	Corrigendum to "Propagating aleatory and epistemic uncertainty in land cover change prediction process" [Ecol. Inform. 37, 24-37]. Ecol. Informatics Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2018	—	`conf`	Designing Human Brain Interface Model for Interactive Cognitive Learning in an Immersive System with Neurofeedback. IEEE Conf. on Intelligent Systems Khadhar Meriem, Makram Mestiri, Imed Riadh Farah
2018	J	`jnl`	Hyperspectral Imagery Semantic Interpretation Based on Adaptive Constrained Band Selection and Knowledge Extraction Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Akrem Sellami, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
2018	J	`jnl`	Parcel-Based Active Learning for Large Extent Cultivated Area Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ines Ben Slimene Ben Amor, Nesrine Chehata, Jean-Stéphane Bailly, Imed Riadh Farah, Philippe Lagacherie
2018	Misc	`conf`	Performance investigation of selected NoSQL databases for massive remote sensing image data storage. ATSIP Yosra Hajjaji, Imed Riadh Farah
2018	Misc	`conf`	Qualitative semantic spatio-temporal reasoning based on description logics for modeling dynamics of spatio-temporal objects in satellite images. ATSIP Fethi Ghazouani, Imed Riadh Farah, Basel Solaiman
2018	J	`jnl`	Reducing uncertainties in land cover change models using sensitivity analysis. Knowl. Inf. Syst. Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2018	—	`conf`	Virtual and Augmented Reality in the Valuation of the Tunisian Cultural Heritage: Application to Thysdrus (ElJem) Amphitheater. IEEE Conf. on Intelligent Systems Khadhar Meriem, Makram Mestiri, Imed Riadh Farah
2017	Misc	`conf`	Fuzzy hypergraph of concepts for semantic annotation of remotely sensed images. ATSIP Khitem Amiri, Mohamed Farah, Imed Riadh Farah
2017	Misc	`conf`	Prediction of land use/land cover change methods: A study. ATSIP Oumayma Bounouh, Houcine Essid, Imed Riadh Farah
2017	J	`jnl`	Propagating aleatory and epistemic uncertainty in land cover change prediction process. Ecol. Informatics Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2017	Misc	`conf`	Rate invariant action recognition in Lie algebra. ATSIP Malek Boujebli, Hassen Drira, Makram Mestiri, Imed Riadh Farah
2017	J	`jnl`	Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model. J. Comput. Sci. Wadii Boulila, Zouhayra Ayadi, Imed Riadh Farah
2017	J	`jnl`	Towards an uncertainty reduction framework for land-cover change prediction using possibility theory. Vietnam. J. Comput. Sci. Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2016	J	`jnl`	A similarity-based framework for the alignment of an ontology for remote sensing. Comput. Geosci. Mohamed Farah, Hafed Nefzi, Imed Riadh Farah
2016	Misc	`conf`	Evaluation and predictability of water erosion based on spectral information analysis. ATSIP Zouhaier Ben Rabah, Imed Riadh Farah
2016	Misc	`conf`	Graph of visual words for semantic annotation of remote sensing images. ATSIP Mohamed Farah, Khitem Amiri, Imed Riadh Farah
2016	Misc	`conf`	Improvement of satellite image classification: Approach based on Hadoop/MapReduce. ATSIP Imen Chebbi, Wadii Boulila, Imed Riadh Farah
2016	Misc	`conf`	On the effects of vegetation on radar backscattering. ATSIP Ibtissem Hosni, Lilia Bennaceur Farah, Saber Mohamed Naceur, Imed Riadh Farah
2016	Misc	`conf`	Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection. ATSIP Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah
2016	Misc	`conf`	Super-resolution algorithm based on sub-pixels spatial Correlation for hyperspectral image classification. ATSIP Bouthayna Msellmi, Zouhaier Ben Rabah, Imed Riadh Farah
2016	Misc	`conf`	Towards an ontological conceptualization for understanding the dynamics of spatio-temporal objects. ATSIP Fethi Ghazouani, Wassim Messaoudi, Imed Riadh Farah
2015	C	`conf`	A Multi-level Ontological Approach for Change Monitoring in Remotely Sensed Imagery. KEOD Fethi Ghazouani, Wassim Messaoudi, Imed Riadh Farah
2015	—	`conf`	An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction. ICCCI (2) Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2015	—	`conf`	An improved classification of hyperspectral imaging based on spectral signature and gray level co-occurrence matrix. SAGEO Fedia Ghedass, Imed Riadh Farah
2015	—	`conf`	Big Data: Concepts, Challenges and Applications. ICCCI (2) Imen Chebbi, Wadii Boulila, Imed Riadh Farah
2015	C	`conf`	Can we automatically choose best uncertainty heuristics for large margin active learning? IGARSS Ines Ben Slimene Ben Amor, Nesrine Chehata, Philippe Lagacherie, Jean-Stéphane Bailly, Imed Riadh Farah
2015	—	`conf`	Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. IJCCI (Selected Papers) Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2015	C	`conf`	Rare events detection in NDVI time-series using Jarque-Bera test. IGARSS Ali Ben Abbes, Houcine Essid, Imed Riadh Farah, Vincent Barra
2015	—	`conf`	Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters. IJCCI (FCTA) Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2014	J	`jnl`	A Probabilistic Collocation Method for the Imperfection Propagation: Application to Land Cover Change Prediction. J. Multim. Process. Technol. Wadii Boulila, Amine Bouatay, Imed Riadh Farah
2014	C	`conf`	A Semi-automatic Mapping Selection in the Ontology Alignment Process. KEOD Hafed Nefzi, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
2014	Misc	`conf`	A critical analysis of lifecycles and methods for ontology construction and evaluation. ATSIP Hafed Nefzi, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
2014	Misc	`conf`	A new ontology for semantic annotation of remotely sensed images. ATSIP Wassim Messaoudi, Imed Riadh Farah, Basel Solaiman
2014	Misc	`conf`	A study of changes prediction by HMM with non-stationarity image data: Case of urban area. ATSIP Ali Ben Abbes, Houcine Essid, Imed Riadh Farah, Vincent Barra
2014	—	`conf`	An Approach for Imperfection Propagation: Application to Land Cover Change Prediction. ICAISC (1) Amine Bouatay, Wadii Boulila, Imed Riadh Farah
2014	C	`conf`	An adaptive multiplicative decomposition of non stationary multi-temporal satellite images: Application to urban changes detection. IPAS Ali Ben Abbes, Houcine Essid, Imed Riadh Farah, Vincent Barra
2014	C	`conf`	Interpretation of hyperspectral imagery based on hybrid dimensionality reduction methods. IPAS Akrem Sellami, Karim Saheb Ettabaâ, Imed Riadh Farah, Basel Solaiman
2014	C	`conf`	Multi-resolution and multi-spectral analysis for satellite images classification with fuzzy spatial relationships. IPAS B. Mselmi, Zouhaier Ben Rabah, Imed Riadh Farah, Basel Solaiman
2014	C	`conf`	Parameter and structural model imperfection propagation using evidence theory in land cover change prediction. IPAS Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2014	C	`conf`	Towards a new ontology matching approach based on multi-criteria analysis methods. IPAS Hafedh Nefzi, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
2014	C	`conf`	Uncertainty heuristics of large margin active learning for hyperspectral image classification. IPAS Ines Ben Slimene Ben Amor, Nesrine Chehata, Imed Riadh Farah, Philippe Lagacherie
2013	C	`conf`	A Multi-features Fusion of Multi-temporal Hyperspectral Images using a Cooperative GDD/SVM Method. ICPRAM Selim Hemissi, Imed Riadh Farah
2013	—	`conf`	A data-noise tolerant method for multi-temporal hyperspectral images classification. WHISPERS Selim Hemissi, Imed Riadh Farah
2013	—	`conf`	An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images. KDIR/KMIS Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah
2013	J	`jnl`	Multi-Spectro-Temporal Analysis of Hyperspectral Imagery Based on 3-D Spectral Modeling and Multilinear Algebra. IEEE Trans. Geosci. Remote. Sens. Selim Hemissi, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman
2012	C	`conf`	A robust Evidential Fisher Discriminant for multi-temporal hyperspectral images classification. IGARSS Selim Hemissi, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman
2012	Misc	`conf`	High level adaptive fusion approach: application to land cover change prediction in satellite image databases. SAC Wadii Boulila, Karim Saheb Ettabaâ, Imed Riadh Farah, Basel Solaiman
2011	J	`jnl`	A New Method to Change Illumination Effect Reduction Based on Spectral Angle Constraint for Hyperspectral Image Unmixing. IEEE Geosci. Remote. Sens. Lett. Zouhaier Ben Rabah, Imed Riadh Farah, Grégoire Mercier, Basel Solaiman
2011	J	`jnl`	A data mining based approach to predict spatiotemporal changes in satellite images. Int. J. Appl. Earth Obs. Geoinformation Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman, Henda Ben Ghézala
2011	J	`jnl`	Combining Decision Fusion and Uncertainty Propagation to Improve Land Cover Change Prediction in Satellite Image Databases. J. Multim. Process. Technol. Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman
2011	J	`jnl`	Multi-Approach Satellite Images Fusion Based on Blind Sources Separation. Int. J. Image Graph. Wadii Boulila, Imed Riadh Farah
2010	—	`conf`	Spatio-Temporal Modeling for Knowledge Discovery in Satellite Image Databases. CORIA Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman, Henda Ben Ghézala
2008	J	`jnl`	Interpretation of Multisensor Remote Sensing Images: Multiapproach Fusion of Uncertain Information. IEEE Trans. Geosci. Remote. Sens. Imed Riadh Farah, Wadii Boulila, Karim Saheb Ettabaâ, Basel Solaiman, Mohamed Ben Ahmed
2008	J	`jnl`	Multiapproach System Based on Fusion of Multispectral Images for Land-Cover Classification. IEEE Trans. Geosci. Remote. Sens. Imed Riadh Farah, Wadii Boulila, Karim Saheb Ettabaâ, Mohamed Ben Ahmed
2008	J	`jnl`	Toward a Multi-temporal Approach for Satellite Image Interpretation. Int. Arab J. Inf. Technol. Karim Saheb Ettabaâ, Imed Riadh Farah, Soulaimen Basel, Mohamed Ben Ahmed
2007	—	`conf`	Analyzing and Dynamic Modeling of Molecular Interactions Networks Based on Multi-agent Systems. BIOCOMP Ines Hamdi, Imed Riadh Farah, Mohamed Ben Ahmed
2007	C	`conf`	Toward a semi-automatic interpretation of scenes issued from multisensor satellite images. IGARSS Karim Saheb Ettabaâ, Imed Riadh Farah, Mohamed Ben Ahmed, Soulaiman Bassel
2005	C	`conf`	Analysing spatial-temporal data based on generic GIS. AICCSA Ines Hamdi, Imed Riadh Farah, Mohmed B. Ahmed
2003	C	`conf`	Multispectral satellite image analysis based on the method of blind separation and fusion of sources. IGARSS Imed Riadh Farah, Mohamed Ben Ahmed, Mohamed Rached Boussema
2002	C	`conf`	Satellite image analysis based on the method of blind separation of sources for the extraction of information. IGARSS Imed Riadh Farah, Mohamed Ben Ahmed