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Imen Megdiche

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2020 – today

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2025
[i3]
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Omar El Rifai, Michael Ben Ali, Imen Megdiche, André Péninou, Olivier Teste:
A Survey on Cluster-based Federated Learning. CoRR abs/2501.17512 (2025)
2024
[c45]
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Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat:
OSDN: An Open Science Data Network for Interdisciplinary Research. DASFAA (7) 2024: 484-488
[c44]
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Léa El Ahdab, André Péninou, Olivier Teste, Imen Megdiche:
Interrogation de Polystores hétérogènes multi-modèles à partir de Modèles Unifiés. INFORSID 2024: 17-18
[c43]
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Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat:
Interopérabilité des métadonnées de la Science Ouverte : qu'en est-il de la réalité ? INFORSID 2024: 55-56
[c42]
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Léa El Ahdab, Imen Megdiche, André Péninou, Olivier Teste:
Unified Models and Framework for Querying Distributed Data Across Polystores. RCIS (1) 2024: 3-18
[c41]
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Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat:
Enabling Interdisciplinary Research in Open Science: Open Science Data Network. RCIS (1) 2024: 19-34
[i2]
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  - journals/corr/abs-2410-14212
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Michael Ben Ali, Omar El Rifai, Imen Megdiche, André Péninou, Olivier Teste:
Comparative Evaluation of Clustered Federated Learning Method. CoRR abs/2410.14212 (2024)
2023
[j5]
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  - journals/eaai/FelizardoGMPSB23
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Virginie Felizardo, Nuno M. Garcia, Imen Megdiche, Nuno Pombo, Miguel Sousa, Frantisek Babic:
Hypoglycaemia prediction using information fusion and classifiers consensus. Eng. Appl. Artif. Intell. 123(Part A): 106194 (2023)
[j4]
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Heithem Sliman, Imen Megdiche, Loay Alajramy, Adel Taweel, Sami Yangui, Aida Drira, Elyes Lamine:
MedWGAN based synthetic dataset generation for Uveitis pathology. Intell. Syst. Appl. 18: 200223 (2023)
[j3]
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Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste:
FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data. Trans. Large Scale Data Knowl. Centered Syst. 53: 107-125 (2023)
[c40]
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  - conf/aiccsa/TraoreMMC23
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Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doléac, Lotfi Chaâri:
A machine learning technique for device non-wear detection in children with ADHD. AICCSA 2023: 1-6
[c39]
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Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doléac, Lotfi Chaâri:
A Cross-Validation Approach for Classifying Physical Activity Intensity : A Case Study in Children with Attention Deficit/Hyperactivity Disorder. AICCSA 2023: 1-8
[c38]
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Lea El Ahdab, Olivier Teste, Imen Megdiche, André Péninou:
Unified Views for Querying Heterogeneous Multi-model Polystores. DaWaK 2023: 319-324
[c37]
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Lea El Ahdab, Olivier Teste, Imen Megdiche, André Péninou:
A Polystore Querying System Applied to Heterogeneous and Horizontally Distributed Data. DEXA (1) 2023: 437-442
[c36]
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Vincent-nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat:
Interoperability of Open Science Metadata: What About the Reality? RCIS 2023: 467-482
[c35]
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Heithem Sliman, Imen Megdiche, Sami Yangui, Aida Drira, Ines Drira, Elyes Lamine:
A Synthetic Dataset Generation for the Uveitis Pathology Based on MedWGAN Model. SAC 2023: 559-566
2022
[c34]
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Loay Alajramy, Adel Taweel, Radi Jarrar, Elyes Lamine, Imen Megdiche:
Automated Learning Approach for Genetic Diseases. AICCSA 2022: 1-6
[c33]
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Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste:
Feature Selection Under Fairness and Performance Constraints. DaWaK 2022: 125-130
[c32]
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  - conf/medi/AmeurLTMSL22
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Nadhem Ben Ameur, Imene Lahyani, Rafika Thabet, Imen Megdiche, Jean-Christophe Steinbach, Elyes Lamine:
Predicting Patient's Waiting Times in Emergency Department: A Retrospective Study in the CHIC Hospital Since 2019. MEDI Workshops 2022: 44-57
[c31]
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Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste:
Feature selection under fairness constraints. SAC 2022: 1125-1127
2021
[j2]
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  - journals/artmed/FelizardoGPM21
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Virginie Felizardo, Nuno M. Garcia, Nuno Pombo, Imen Megdiche:
Data-based algorithms and models using diabetics real data for blood glucose and hypoglycaemia prediction - A systematic literature review. Artif. Intell. Medicine 118: 102120 (2021)
[c30]
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Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste:
Absolute Redundancy Analysis Based on Features Selection. DSIT 2021: 458-461
[c29]
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Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste:
Qualification du biais de données dans le processus de la science des données. EGC 2021: 515-516
[c28]
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  - conf/ideas/0022MRD21
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Yan Zhao, Imen Megdiche, Franck Ravat, Vincent-nam Dang:
A Zone-Based Data Lake Architecture for IoT, Small and Big Data. IDEAS 2021: 94-102
[c27]
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Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche:
Analysis-oriented Metadata for Data Lakes. IDEAS 2021: 194-203
[c26]
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Imen Megdiche, Franck Ravat, Yan Zhao:
Metadata Management on Data Processing in Data Lakes. SOFSEM 2021: 553-562
[i1]
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  - journals/corr/abs-2107-02885
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Yan Zhao, Imen Megdiche, Franck Ravat:
Data Lake Ingestion Management. CoRR abs/2107.02885 (2021)
2020
[c25]
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  - conf/aiccsa/FakhfakhMDV20
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Oussema Fakhfakh, Imen Megdiche, Rejane Dalce, Thierry Val:
Imbalance Prediction Among Elderly People Using Deep Learning. AICCSA 2020: 1-5
[c24]
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  - conf/aime/RifaiBBMRT20
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Omar El Rifai, Maelle Biotteau, Xavier de Boissezon, Imen Megdiche, Franck Ravat, Olivier Teste:
Blockchain-Based Federated Learning in Medicine. AIME 2020: 214-224
[c23]
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Omar El Rifai, Maelle Biotteau, Xavier de Boissezon, Imen Megdiche, Franck Ravat, Olivier Teste:
Blockchain-Based Personal Health Records for Patients' Empowerment. RCIS 2020: 455-471

2010 – 2019

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2019
[c22]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri:
The Impact of Imbalanced Training Data on Local Matching Learning of Ontologies. BIS (1) 2019: 162-175
[c21]
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Philippe Roussille, Imen Megdiche, Olivier Teste, Cássia Trojahn:
Booster le matching holistique : un jeu d'alignement de référence basé sur les cliques relaxés. IC 2019
[c20]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri:
Partitioning and local matching learning of large biomedical ontologies. SAC 2019: 2285-2292
[c19]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri:
POMap++ Results for OAEI 2019: Fully Automated Machine Learning Approach for Ontology Matching. OM@ISWC 2019: 169-174
2018
[c18]
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Philippe Roussille, Imen Megdiche, Olivier Teste, Cássia Trojahn:
Boosting Holistic Ontology Matching: Generating Graph Clique-Based Relaxed Reference Alignments for Holistic Evaluation. EKAW 2018: 355-369
[c17]
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Oussama Kessentini, Réjane Dalcé, Imen Megdiche, Rémi Bastide:
Towards predicting frailty symptoms through a smart walking stick. PEMWN 2018: 1-7
[c16]
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Philippe Roussille, Imen Megdiche, Olivier Teste, Cássia Trojahn:
Holontology: results of the 2018 OAEI evaluation campaign. OM@ISWC 2018: 167-172
[c15]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri:
OAEI 2018 results of POMap++. OM@ISWC 2018: 192-196
[c14]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste:
Partitioning and matching tuning of large biomedical ontologies. OM@ISWC 2018: 220-221
2017
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Ghazar Chahbandarian, Nathalie Bricon-Souf, Imen Megdiche, Rémi Bastide, Jean-Christophe Steinbach:
Predicting the encoding of secondary diagnoses. An experience based on decision trees. Ingénierie des Systèmes d Inf. 22(2): 69-94 (2017)
[c13]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri:
POMap: An Effective Pairwise Ontology Matching System. KEOD 2017: 161-168
[c12]
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Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faïez Gargouri:
POMap results for OAEI 2017. OM@ISWC 2017: 171-177
2016
[c11]
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Imen Megdiche, Olivier Teste, Cássia Trojahn dos Santos:
LPHOM results for OAEI 2016. OM@ISWC 2016: 190-195
[c10]
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Imen Megdiche, Olivier Teste, Cássia Trojahn dos Santos:
An Extensible Linear Approach for Holistic Ontology Matching. ISWC (1) 2016: 393-410
2015
[b1]
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Imen Megdiche:
Intégration holistique et entreposage automatique des données ouvertes. (Holistic integration and automatic warehousing of open data). Paul Sabatier University, Toulouse, France, 2015
[c9]
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Alain Berro, Imen Megdiche, Olivier Teste:
A Linear Program for Holistic Matching: Assessment on Schema Matching Benchmark. DEXA (2) 2015: 383-398
[c8]
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Alain Berro, Imen Megdiche, Olivier Teste:
Intégration Holistique des Graphes basée sur la Programmation Linéaire pour l'Entreposage des Open Data. EDA 2015: 113-128
[c7]
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Alain Berro, Imen Megdiche, Olivier Teste:
Graph-based ETL Processes for Warehousing Statistical Open Data. ICEIS (1) 2015: 271-278
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Alain Berro, Imen Megdiche, Olivier Teste:
Holistic Statistical Open Data integration based on integer linear programming. RCIS 2015: 468-479
2014
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Alain Berro, Imen Megdiche, Olivier Teste:
A Content-Driven ETL Processes for Open Data. ADBIS (2) 2014: 29-40
[c4]
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Alain Berro, Imen Megdiche, Olivier Teste:
Transformer les Open Data brutes en graphes enrichis en vue d'une intégration dans les systèmes OLAP. INFORSID 2014: 95-111
2013
[c3]
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Alain Berro, Imen Megdiche, Olivier Teste:
Vers l'intégration multidimensionnelle d'Open Data dans les entrepôts de données. EDA 2013: 95-104
2012
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Nicolas Prat, Imen Megdiche, Jacky Akoka:
Multidimensional models meet the semantic web: defining and reasoning on OWL-DL ontologies for OLAP. DOLAP 2012: 17-24
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  - conf/iscc/GabrelMMM12
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  persistent URL:
  - https://dblp.org/rec/conf/iscc/GabrelMMM12
Virginie Gabrel, Maude Manouvrier, Imen Megdiche, Cécile Murat:
A new 0-1 linear program for QoS and transactional-aware web service composition. ISCC 2012: 845-850

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