Imen Megdiche

According to our database, Imen Megdiche authored at least 53 papers between 2012 and 2024.

Collaborative distances:

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

2024

Comparative Evaluation of Clustered Federated Learning Method.

Michael Ben Ali, Omar El Rifai, Imen Megdiche, André Péninou, Olivier Teste

CoRR, 2024

Enabling Interdisciplinary Research in Open Science: Open Science Data Network.

Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat

Proceedings of the Research Challenges in Information Science, 2024

Unified Models and Framework for Querying Distributed Data Across Polystores.

Léa El Ahdab, Imen Megdiche, André Péninou, Olivier Teste

Proceedings of the Research Challenges in Information Science, 2024

Interopérabilité des métadonnées de la Science Ouverte : qu'en est-il de la réalité ?

Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat

Proceedings of the Actes du 42ème Congrès INFORSID, Nancy, France, May 28-31, 2024., 2024

Interrogation de Polystores hétérogènes multi-modèles à partir de Modèles Unifiés.

Léa El Ahdab, André Péninou, Olivier Teste, Imen Megdiche

Proceedings of the Actes du 42ème Congrès INFORSID, Nancy, France, May 28-31, 2024., 2024

OSDN: An Open Science Data Network for Interdisciplinary Research.

Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat

Proceedings of the Database Systems for Advanced Applications, 2024

2023

MedWGAN based synthetic dataset generation for Uveitis pathology.

Heithem Sliman, Imen Megdiche, Loay Alajramy, Adel Taweel, Sami Yangui, Aida Drira, Elyes Lamine

Intell. Syst. Appl., May, 2023

FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data.

Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste

Trans. Large Scale Data Knowl. Centered Syst., 2023

Hypoglycaemia prediction using information fusion and classifiers consensus.

Virginie Felizardo, Nuno M. Garcia, Imen Megdiche, Nuno Pombo, Miguel Sousa, Frantisek Babic

Eng. Appl. Artif. Intell., 2023

A Synthetic Dataset Generation for the Uveitis Pathology Based on MedWGAN Model.

Heithem Sliman, Imen Megdiche, Sami Yangui, Aida Drira, Ines Drira, Elyes Lamine

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Interoperability of Open Science Metadata: What About the Reality?

Vincent-nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat

Proceedings of the Research Challenges in Information Science: Information Science and the Connected World, 2023

A Polystore Querying System Applied to Heterogeneous and Horizontally Distributed Data.

Lea El Ahdab, Olivier Teste, Imen Megdiche, André Péninou

Proceedings of the Database and Expert Systems Applications, 2023

Unified Views for Querying Heterogeneous Multi-model Polystores.

Lea El Ahdab, Olivier Teste, Imen Megdiche, André Péninou

Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

A Cross-Validation Approach for Classifying Physical Activity Intensity : A Case Study in Children with Attention Deficit/Hyperactivity Disorder.

Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doléac, Lotfi Chaâri

Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

A machine learning technique for device non-wear detection in children with ADHD.

Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doléac, Lotfi Chaâri

Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022

Feature selection under fairness constraints.

Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Predicting Patient's Waiting Times in Emergency Department: A Retrospective Study in the CHIC Hospital Since 2019.

Nadhem Ben Ameur, Imene Lahyani, Rafika Thabet, Imen Megdiche, Jean-Christophe Steinbach, Elyes Lamine

Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2022

Feature Selection Under Fairness and Performance Constraints.

Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste

Proceedings of the Big Data Analytics and Knowledge Discovery, 2022

Automated Learning Approach for Genetic Diseases.

Loay Alajramy, Adel Taweel, Radi Jarrar, Elyes Lamine, Imen Megdiche

Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021

Data Lake Ingestion Management.

Yan Zhao, Imen Megdiche, Franck Ravat

CoRR, 2021

Data-based algorithms and models using diabetics real data for blood glucose and hypoglycaemia prediction - A systematic literature review.

Virginie Felizardo, Nuno M. Garcia, Nuno Pombo, Imen Megdiche

Artif. Intell. Medicine, 2021

Metadata Management on Data Processing in Data Lakes.

Imen Megdiche, Franck Ravat, Yan Zhao

Proceedings of the SOFSEM 2021: Theory and Practice of Computer Science, 2021

Analysis-oriented Metadata for Data Lakes.

Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche

Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

A Zone-Based Data Lake Architecture for IoT, Small and Big Data.

Yan Zhao, Imen Megdiche, Franck Ravat, Vincent-nam Dang

Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

Qualification du biais de données dans le processus de la science des données.

Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste

Proceedings of the Extraction et Gestion des Connaissances, 2021

Absolute Redundancy Analysis Based on Features Selection.

Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste

Proceedings of the DSIT 2021: 4th International Conference on Data Science and Information Technology, Shanghai, China, July 23, 2021

2020

Blockchain-Based Personal Health Records for Patients' Empowerment.

Omar El Rifai, Maelle Biotteau, Xavier de Boissezon, Imen Megdiche, Franck Ravat, Olivier Teste

Proceedings of the Research Challenges in Information Science, 2020

Blockchain-Based Federated Learning in Medicine.

Omar El Rifai, Maelle Biotteau, Xavier de Boissezon, Imen Megdiche, Franck Ravat, Olivier Teste

Proceedings of the Artificial Intelligence in Medicine, 2020

Imbalance Prediction Among Elderly People Using Deep Learning.

Oussema Fakhfakh, Imen Megdiche, Rejane Dalce, Thierry Val

Proceedings of the 17th IEEE/ACS International Conference on Computer Systems and Applications, 2020

2019

POMap++ Results for OAEI 2019: Fully Automated Machine Learning Approach for Ontology Matching.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri

Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Partitioning and local matching learning of large biomedical ontologies.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Booster le matching holistique : un jeu d'alignement de référence basé sur les cliques relaxés.

Philippe Roussille, Imen Megdiche, Olivier Teste, Cássia Trojahn

Proceedings of the IC 2019: 30es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 30th French Knowledge Engineering Conference), 2019

The Impact of Imbalanced Training Data on Local Matching Learning of Ontologies.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri

Proceedings of the Business Information Systems - 22nd International Conference, 2019

2018

Holontology: results of the 2018 OAEI evaluation campaign.

Philippe Roussille, Imen Megdiche, Olivier Teste, Cássia Trojahn

Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

OAEI 2018 results of POMap++.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri

Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Partitioning and matching tuning of large biomedical ontologies.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste

Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Towards predicting frailty symptoms through a smart walking stick.

Oussama Kessentini, Réjane Dalcé, Imen Megdiche, Rémi Bastide

Proceedings of the 2018 IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, 2018

Boosting Holistic Ontology Matching: Generating Graph Clique-Based Relaxed Reference Alignments for Holistic Evaluation.

Philippe Roussille, Imen Megdiche, Olivier Teste, Cássia Trojahn

Proceedings of the Knowledge Engineering and Knowledge Management, 2018

2017

Predicting the encoding of secondary diagnoses. An experience based on decision trees.

Ghazar Chahbandarian, Nathalie Bricon-Souf, Imen Megdiche, Rémi Bastide, Jean-Christophe Steinbach

Ingénierie des Systèmes d Inf., 2017

POMap results for OAEI 2017.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri

Proceedings of the 12th International Workshop on Ontology Matching co-located with the 16th International Semantic Web Conference (ISWC 2017), 2017

POMap: An Effective Pairwise Ontology Matching System.

Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

2016

An Extensible Linear Approach for Holistic Ontology Matching.

Imen Megdiche, Olivier Teste, Cássia Trojahn dos Santos

Proceedings of the Semantic Web - ISWC 2016, 2016

LPHOM results for OAEI 2016.

Imen Megdiche, Olivier Teste, Cássia Trojahn dos Santos

Proceedings of the 11th International Workshop on Ontology Matching co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

2015

Intégration holistique et entreposage automatique des données ouvertes. (Holistic integration and automatic warehousing of open data).

Imen Megdiche

PhD thesis, 2015

Holistic Statistical Open Data integration based on integer linear programming.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the 9th IEEE International Conference on Research Challenges in Information Science, 2015

Graph-based ETL Processes for Warehousing Statistical Open Data.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the ICEIS 2015, 2015

Intégration Holistique des Graphes basée sur la Programmation Linéaire pour l'Entreposage des Open Data.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the Actes des 11es journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2015

A Linear Program for Holistic Matching: Assessment on Schema Matching Benchmark.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the Database and Expert Systems Applications, 2015

2014

Transformer les Open Data brutes en graphes enrichis en vue d'une intégration dans les systèmes OLAP.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the Actes du XXXIIème Congrès INFORSID, Lyon, France, 20-23 Mai 2014., 2014

A Content-Driven ETL Processes for Open Data.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the New Trends in Database and Information Systems II, 2014

2013

Vers l'intégration multidimensionnelle d'Open Data dans les entrepôts de données.

Alain Berro, Imen Megdiche, Olivier Teste

Proceedings of the Actes des 9èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2013

2012

A new 0-1 linear program for QoS and transactional-aware web service composition.

Virginie Gabrel, Maude Manouvrier, Imen Megdiche, Cécile Murat

Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Multidimensional models meet the semantic web: defining and reasoning on OWL-DL ontologies for OLAP.

Nicolas Prat, Imen Megdiche, Jacky Akoka

Proceedings of the DOLAP 2012, 2012