Imed Riadh Farah
Orcid: 0000-0001-9114-5659
According to our database1,
Imed Riadh Farah
authored at least 130 papers
between 2002 and 2024.
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Bibliography
2024
Multi-view graph representation learning for hyperspectral image classification with spectral-spatial graph neural networks.
Neural Comput. Appl., 2024
2023
Machine learning for food security: current status, challenges, and future perspectives.
Artif. Intell. Rev., December, 2023
Graph-based deep learning techniques for remote sensing applications: Techniques, taxonomy, and applications - A comprehensive review.
Comput. Sci. Rev., November, 2023
Spatio-temporal heterogeneous graph using multivariate earth observation time series: Application for drought forecasting.
Comput. Geosci., October, 2023
Remote. Sens., July, 2023
Combining deep learning methods and multi-resolution analysis for drought forecasting modeling.
Earth Sci. Informatics, June, 2023
Veg-W2TCN: A parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model.
Appl. Soft Comput., April, 2023
Combining 2D encoding and convolutional neural network to enhance land cover mapping from Satellite Image Time Series.
Eng. Appl. Artif. Intell., 2023
Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graph.
CoRR, 2023
Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graphs.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023
Desertification Detection in Satellite Images Using Siamese Variational Autoencoder with Transfer Learning.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023
2022
Graph-Based Classification and Urban Modeling of Laser Scanning and Imagery: Toward 3D Smart Web Services.
Remote. Sens., 2022
A Hybrid Privacy-Preserving Deep Learning Approach for Object Classification in Very High-Resolution Satellite Images.
Remote. Sens., 2022
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., 2022
Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring.
Future Gener. Comput. Syst., 2022
Representing and modeling spatio-temporal uncertainty using belief function theory in flood extent mapping.
Expert Syst. Appl., 2022
SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods.
Environ. Model. Softw., 2022
Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics.
Ecol. Informatics, 2022
Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: A systematic literature review.
Ecol. Informatics, 2022
Resolution methods for constraint satisfaction problem in remote sensing field: A survey of static and dynamic algorithms.
Ecol. Informatics, 2022
Multi Spectral-Spatial Gabor Feature Fusion Based On End-To-End Deep Learning For Hyperspectral Image Classification.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
Leveraging Artificial Intelligence Techniques for Smart Palm Tree Detection: A Decade Systematic Review.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022
Desertification Detection Based on Landsat Time-Series Images and Variational Auto-Encoder: Application in Jeffera, Tunisia.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
SmartEarthTunisia: A Benchmark for Monitoring the SDGs USING Earth Observation Data and Deep Learning Techniques In Tunisia.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the Extraction et Gestion des Connaissances, 2022
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022
Proceedings of the Belief Functions: Theory and Applications, 2022
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022
Improving Smart City Frameworks based on Enterprise Architecture with territorial governance to manage covid -19 crisis.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022
A deep learning approach based on morphological profiles for Hyperspectral Image unmixing.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022
2021
Sub-Pixel Mapping Model Based on Total Variation Regularization and Learned Spatial Dictionary.
Remote. Sens., 2021
Comput. Sci. Rev., 2021
Big Remote Sensing Image Classification Based on Deep Learning Extraction Features and Distributed Spark Frameworks.
Big Data Cogn. Comput., 2021
Interpretation of Human Behavior from Multi-modal Brain MRI Images based on Graph Deep Neural Networks and Attention Mechanism.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
An improved tile-based scalable distributed management model of massive high-resolution satellite images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
A Hybrid APM-CPGSO Approach for Constraint Satisfaction Problem Solving: Application to Remote Sensing.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Proceedings of the Information Systems Development: Crossing Boundaries between Development and Operations (DevOps) in Information Systems (ISD2021 Proceedings), 2021
An Evaluation of Soil Moisture Retrieval Using Machine Learning Methods: Application in Arid Regions of Tunisia.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021
BS-GAENets: Brain-Spatial Feature Learning Via a Graph Deep Autoencoder for Multi-modal Neuroimaging Analysis.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2021
2020
Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification.
Pattern Recognit. Lett., 2020
A review of drought monitoring with big data: Issues, methods, challenges and research directions.
Ecol. Informatics, 2020
Sub-Pixel Mapping Method Based on K-SVD Dictionary Learning and Total Variation Minimization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Sub-pixel Mapping Method based on Total Variation Minimization and Spectral Dictionary.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020
Soil salinity prediction using a machine learning approach through hyperspectral satellite image.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020
Suspicious Local Event Detection in Social Media and Remote Sensing: Towards a Geosocial Dataset Construction.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020
2019
A Multi-Level Semantic Scene Interpretation Strategy for Change Interpretation in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019
Remote Sensing Scene Classification Using Convolutional Features and Deep Forest Classifier.
IEEE Geosci. Remote. Sens. Lett., 2019
Fuzzy Spatio-Spectro-Temporal Ontology for Remote Sensing Image Annotation and Interpretation: Application to Natural Risks Assessment.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019
Int. J. Inf. Decis. Sci., 2019
Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection.
Expert Syst. Appl., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019
2018
Hyperspectral Imagery Semantic Interpretation Based on Adaptive Constrained Band Selection and Knowledge Extraction Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Knowl. Inf. Syst., 2018
Earth Sci. Informatics, 2018
Corrigendum to "Propagating aleatory and epistemic uncertainty in land cover change prediction process" [Ecol. Inform. 37, 24-37].
Ecol. Informatics, 2018
Virtual and Augmented Reality in the Valuation of the Tunisian Cultural Heritage: Application to Thysdrus (ElJem) Amphitheater.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018
Designing Human Brain Interface Model for Interactive Cognitive Learning in an Immersive System with Neurofeedback.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
An adaptive semantic dimensionality reduction approach for hyperspectral imagery classification.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018
Performance investigation of selected NoSQL databases for massive remote sensing image data storage.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018
Qualitative semantic spatio-temporal reasoning based on description logics for modeling dynamics of spatio-temporal objects in satellite images.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018
2017
Towards an uncertainty reduction framework for land-cover change prediction using possibility theory.
Vietnam. J. Comput. Sci., 2017
Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model.
J. Comput. Sci., 2017
Propagating aleatory and epistemic uncertainty in land cover change prediction process.
Ecol. Informatics, 2017
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017
2016
Comput. Geosci., 2016
Evaluation and predictability of water erosion based on spectral information analysis.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
Super-resolution algorithm based on sub-pixels spatial Correlation for hyperspectral image classification.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
Towards an ontological conceptualization for understanding the dynamics of spatio-temporal objects.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
2015
An improved classification of hyperspectral imaging based on spectral signature and gray level co-occurrence matrix.
Proceedings of the Actes de la 11ème conférence internationale annuelle Spatial Analysis and GEOmatics, 2015
Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation.
Proceedings of the Computational Intelligence - International Joint Conference, 2015
Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
Can we automatically choose best uncertainty heuristics for large margin active learning?
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
Proceedings of the KEOD 2015, 2015
2014
A Probabilistic Collocation Method for the Imperfection Propagation: Application to Land Cover Change Prediction.
J. Multim. Process. Technol., 2014
Interpretation of hyperspectral imagery based on hybrid dimensionality reduction methods.
Proceedings of the International Image Processing, 2014
Proceedings of the International Image Processing, 2014
Multi-resolution and multi-spectral analysis for satellite images classification with fuzzy spatial relationships.
Proceedings of the International Image Processing, 2014
Parameter and structural model imperfection propagation using evidence theory in land cover change prediction.
Proceedings of the International Image Processing, 2014
Uncertainty heuristics of large margin active learning for hyperspectral image classification.
Proceedings of the International Image Processing, 2014
An adaptive multiplicative decomposition of non stationary multi-temporal satellite images: Application to urban changes detection.
Proceedings of the International Image Processing, 2014
An Approach for Imperfection Propagation: Application to Land Cover Change Prediction.
Proceedings of the Artificial Intelligence and Soft Computing, 2014
Proceedings of the KEOD 2014, 2014
A critical analysis of lifecycles and methods for ontology construction and evaluation.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014
A study of changes prediction by HMM with non-stationarity image data: Case of urban area.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014
2013
Multi-Spectro-Temporal Analysis of Hyperspectral Imagery Based on 3-D Spectral Modeling and Multilinear Algebra.
IEEE Trans. Geosci. Remote. Sens., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
A Multi-features Fusion of Multi-temporal Hyperspectral Images using a Cooperative GDD/SVM Method.
Proceedings of the ICPRAM 2013, 2013
An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images.
Proceedings of the KDIR/KMIS 2013 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, Vilamoura, Algarve, Portugal, 19, 2013
2012
High level adaptive fusion approach: application to land cover change prediction in satellite image databases.
Proceedings of the ACM Symposium on Applied Computing, 2012
A robust Evidential Fisher Discriminant for multi-temporal hyperspectral images classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
A New Method to Change Illumination Effect Reduction Based on Spectral Angle Constraint for Hyperspectral Image Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2011
Combining Decision Fusion and Uncertainty Propagation to Improve Land Cover Change Prediction in Satellite Image Databases.
J. Multim. Process. Technol., 2011
Int. J. Image Graph., 2011
Int. J. Appl. Earth Obs. Geoinformation, 2011
2010
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2010
2008
Interpretation of Multisensor Remote Sensing Images: Multiapproach Fusion of Uncertain Information.
IEEE Trans. Geosci. Remote. Sens., 2008
Multiapproach System Based on Fusion of Multispectral Images for Land-Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2008
Int. Arab J. Inf. Technol., 2008
2007
Toward a semi-automatic interpretation of scenes issued from multisensor satellite images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Analyzing and Dynamic Modeling of Molecular Interactions Networks Based on Multi-agent Systems.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007
2005
Proceedings of the 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), 2005
2003
Multispectral satellite image analysis based on the method of blind separation and fusion of sources.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Satellite image analysis based on the method of blind separation of sources for the extraction of information.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002