Nedra Mellouli

According to our database, Nedra Mellouli authored at least 33 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A new efficient ALignment-driven Neural Network for Mortality Prediction from Irregular Multivariate Time Series data.

Nzamba Bignoumba, Nedra Mellouli, Sadok Ben Yahia

Expert Syst. Appl., March, 2024

2023

Spatio-temporal heterogeneous graph using multivariate earth observation time series: Application for drought forecasting.

Hanen Balti, Ali Ben Abbes, Yan-Fang Sang, Nedra Mellouli, Imed Riadh Farah

Comput. Geosci., October, 2023

Analytical and deep learning approaches for solving the inverse kinematic problem of a high degrees of freedom robotic arm.

Nesrine Wagaa, Hichem Kallel, Nédra Mellouli

Eng. Appl. Artif. Intell., 2023

Smart Digital-Twin hub Concept for Rice yield prediction and monitoring from multivariate time series data.

Yahjeb Bouha Khatraty, Nédra Mellouli, Mamadou Tourad Diallo, Mohamedade Farouk Nanne

Proceedings of the 24th International Conference on Control Systems and Computer Science, 2023

2022

Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring.

Hanen Balti, Ali Ben Abbes, Nedra Mellouli, Imed Riadh Farah, Yan-Fang Sang, Myriam Lamolle

Future Gener. Comput. Syst., 2022

Improved Arabic Alphabet Characters Classification Using Convolutional Neural Networks (CNN).

Nesrine Wagaa, Hichem Kallel, Nédra Mellouli

Comput. Intell. Neurosci., 2022

An Overview of Methods and Tools for Extraction of Knowledge for COVID-19 from Knowledge Graphs.

Mariya Evtimova-Gardair, Nedra Mellouli

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Modèle de prédiction de niveau piézométrique basé sur Transformers.

Mohamed Louay Rabah, Nedra Mellouli, Imed Riadh Farah

Proceedings of the Extraction et Gestion des Connaissances, 2022

Transformers-based time series forecasting for piezometric level prediction.

Nedra Mellouli, Mohamed Louay Rabah, Imed Riadh Farah

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022

2021

Big Remote Sensing Image Classification Based on Deep Learning Extraction Features and Distributed Spark Frameworks.

Imen Chebbi, Nedra Mellouli, Imed Riadh Farah, Myriam Lamolle

Big Data Cogn. Comput., 2021

Enhancing Big Data Warehousing and Analytics for Spatio-Temporal Massive Data.

Hanen Balti, Nedra Mellouli, Ali Ben Abbes, Imed Riadh Farah, Yangfan Sang, Myriam Lamolle

Proceedings of the Information Systems Development: Crossing Boundaries between Development and Operations (DevOps) in Information Systems (ISD2021 Proceedings), 2021

2020

A review of drought monitoring with big data: Issues, methods, challenges and research directions.

Hanen Balti, Ali Ben Abbes, Nedra Mellouli, Imed Riadh Farah, Yan-Fang Sang, Myriam Lamolle

Ecol. Informatics, 2020

2019

Deep Learning Models for Time Series Forecasting of Indoor Temperature and Energy Consumption in a Cold Room.

Nédra Mellouli, Mahdjouba Akerma, Minh Hoang, Denis Leducq, Anthony Delahaye

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Multivariate Time Series Forecasting with Deep Learning Proceedings in Energy Consumption.

Nédra Mellouli, Mahdjouba Akerma, Minh Hoang, Denis Leducq, Anthony Delahaye

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Deep Learning Analysis for Big Remote Sensing Image Classification.

Imen Chebbi, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Deep Semantic Feature Detection from Multispectral Satellite Images.

Hanen Balti, Nedra Mellouli, Imen Chebbi, Imed Riadh Farah, Myriam Lamolle

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018

On the predictive analysis of behavioral massive job data using embedded clustering and deep recurrent neural networks.

Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle

Knowl. Based Syst., 2018

A comparison of big remote sensing data processing with Hadoop MapReduce and Spark.

Imen Chebbi, Wadii Boulila, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2017

Pattern graph-based image retrieval system combining semantic and visual features.

Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag

Multim. Tools Appl., 2017

Smart4Job: A Big Data Framework for Intelligent Job Offers Broadcasting Using Time Series Forecasting and Semantic Classification.

Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Patrick Paroubek

Big Data Res., 2017

Predicting the Users' Clickstreams Using Time Series Representation, Symbolic Sequences, and Deep Learning: Application on Job Offers Recommendation Tasks.

Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

When Deep Neural Networks Meet Job Offers Recommendation.

Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Nada Mimouni

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Sélection ciblée des descripteurs visuels pour la recherche d'images: une approche basée sur les règles d'association.

Olfa Allani, Nedra Mellouli, Hajer Baazaoui Zghal, Herman Akdag

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016

Exploring 3D-structure analysis tools for a simulated bone remodelling process.

Anne Ricordeau, Nedra Mellouli

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016

A Knowledge-based Image Retrieval System Integrating Semantic and Visual Features.

Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

2015

A Relevant Visual Feature Selection Approach for Image Retrieval.

Olfa Allani, Nedra Mellouli, Hajer Baazaoui Zghal, Herman Akdag, Henda Ben Ghézala

Proceedings of the VISAPP 2015, 2015

2014

A Pattern-based System for Image Retrieval.

Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag, Henda Ben Ghézala

Proceedings of the KEOD 2014, 2014

2008

A stochastic bone remodeling process.

Anne Ricordeau, Nedra Mellouli

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2004

Texture Image Analysis for Osteoporosis Detection with Morphological Tools.

Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Anne Ricordeau, Nedra Mellouli, Christine Chappard, Claude Laurent Benhamou

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003

Abductive reasoning and measures of similitude in the presence of fuzzy rules.

Nedra Mellouli, Bernadette Bouchon-Meunier

Fuzzy Sets Syst., 2003

2001

Linguistic Modifiers in a Symbolic Framework.

Herman Akdag, Isis Truck, Amel Borgi, Nedra Mellouli

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001

2000

Fuzzy Approaches to Abductive Inference

Nedra Mellouli, Bernadette Bouchon-Meunier

CoRR, 2000

1999

Linguistic approach for interpolative reasoning.

Nedra Mellouli, Bernadette Bouchon-Meunier

Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999