Nedra Mellouli

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 22

Top Topics

Multispectral Satellite Images

Visual Features

Top Venues

Future Gener. Comput. Syst.

Multim. Tools Appl.

Publications

Nzamba Bignoumba, Nedra Mellouli, Sadok Ben Yahia
A new efficient ALignment-driven Neural Network for Mortality Prediction from Irregular Multivariate Time Series data. Expert Syst. Appl. 238 (Part E) (2024)
Akram Hakiri, Aniruddha Gokhale, Sadok Ben Yahia, Nedra Mellouli
A comprehensive survey on digital twin for future networks and emerging Internet of Things industry. Comput. Networks 244 (2024)
Hanen Balti, Ali Ben Abbes, Yan-Fang Sang, Nedra Mellouli, Imed Riadh Farah
Spatio-temporal heterogeneous graph using multivariate earth observation time series: Application for drought forecasting. Comput. Geosci. 179 (2023)
Nedra Mellouli, Mohamed Louay Rabah, Imed Riadh Farah
Transformers-based time series forecasting for piezometric level prediction. EAIS (2022)
Mariya Evtimova-Gardair, Nedra Mellouli
An Overview of Methods and Tools for Extraction of Knowledge for COVID-19 from Knowledge Graphs. ICPRAI (2) (2022)
Mohamed Louay Rabah, Nedra Mellouli, Imed Riadh Farah
Modèle de prédiction de niveau piézométrique basé sur Transformers. EGC (2022)
Hanen Balti, Ali Ben Abbes, Nedra Mellouli, Imed Riadh Farah, Yan-Fang Sang, Myriam Lamolle
Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring. Future Gener. Comput. Syst. 136 (2022)
Hanen Balti, Nedra Mellouli, Ali Ben Abbes, Imed Riadh Farah, Yangfan Sang, Myriam Lamolle
Enhancing Big Data Warehousing and Analytics for Spatio-Temporal Massive Data. ISD (2021)
Imen Chebbi, Nedra Mellouli, Imed Riadh Farah, Myriam Lamolle
Big Remote Sensing Image Classification Based on Deep Learning Extraction Features and Distributed Spark Frameworks. Big Data Cogn. Comput. 5 (2) (2021)
Hanen Balti, Ali Ben Abbes, Nedra Mellouli, Imed Riadh Farah, Yan-Fang Sang, Myriam Lamolle
A review of drought monitoring with big data: Issues, methods, challenges and research directions. Ecol. Informatics 60 (2020)
Imen Chebbi, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah
Deep Learning Analysis for Big Remote Sensing Image Classification. KDIR (2019)
Hanen Balti, Nedra Mellouli, Imen Chebbi, Imed Riadh Farah, Myriam Lamolle
Deep Semantic Feature Detection from Multispectral Satellite Images. KDIR (2019)
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle
On the predictive analysis of behavioral massive job data using embedded clustering and deep recurrent neural networks. Knowl. Based Syst. 151 (2018)
Imen Chebbi, Wadii Boulila, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah
A comparison of big remote sensing data processing with Hadoop MapReduce and Spark. ATSIP (2018)
Olfa Allani, Nedra Mellouli, Hajer Baazaoui Zghal, Herman Akdag
Sélection ciblée des descripteurs visuels pour la recherche d'images: une approche basée sur les règles d'association. EGC (2017)
Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag
Pattern graph-based image retrieval system combining semantic and visual features. Multim. Tools Appl. 76 (19) (2017)
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Patrick Paroubek
Smart4Job: A Big Data Framework for Intelligent Job Offers Broadcasting Using Time Series Forecasting and Semantic Classification. Big Data Res. 7 (2017)
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle
Predicting the Users' Clickstreams Using Time Series Representation, Symbolic Sequences, and Deep Learning: Application on Job Offers Recommendation Tasks. IRI (2017)
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Nada Mimouni
When Deep Neural Networks Meet Job Offers Recommendation. ICTAI (2017)
Anne Ricordeau, Nedra Mellouli
Exploring 3D-structure analysis tools for a simulated bone remodelling process. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4 (3-4) (2016)
Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag
A Knowledge-based Image Retrieval System Integrating Semantic and Visual Features. KES (2016)
Olfa Allani, Nedra Mellouli, Hajer Baazaoui Zghal, Herman Akdag, Henda Ben Ghézala
A Relevant Visual Feature Selection Approach for Image Retrieval. VISAPP (2) (2015)
Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag, Henda Ben Ghézala
A Pattern-based System for Image Retrieval. KEOD (2014)
Anne Ricordeau, Nedra Mellouli
A stochastic bone remodeling process. ISBI (2008)
Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Anne Ricordeau, Nedra Mellouli, Christine Chappard, Claude Laurent Benhamou
Texture Image Analysis for Osteoporosis Detection with Morphological Tools. MICCAI (1) (2004)
Nedra Mellouli, Bernadette Bouchon-Meunier
Abductive reasoning and measures of similitude in the presence of fuzzy rules. Fuzzy Sets Syst. 137 (1) (2003)
Herman Akdag, Isis Truck, Amel Borgi, Nedra Mellouli
Linguistic Modifiers in a Symbolic Framework. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9 (Supplement) (2001)
Nedra Mellouli, Bernadette Bouchon-Meunier
Fuzzy Approaches to Abductive Inference CoRR (2000)
Nedra Mellouli, Bernadette Bouchon-Meunier
Linguistic approach for interpolative reasoning. EUSFLAT-ESTYLF Joint Conf. (1999)