Mouna Torjmen Khemakhem

According to our database, Mouna Torjmen Khemakhem authored at least 37 papers between 2006 and 2023.

Collaborative distances:

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

2023

Term dependency extraction using rule-based Bayesian Network for medical image retrieval.

Hajer Ayadi, Mouna Torjmen Khemakhem, Jimmy X. Huang

Artif. Intell. Medicine, 2023

Link-Driven Study to Enhance Text-Based Image Retrieval: Implicit Links Versus Explicit Links.

Karim Gasmi, Hatem Aouadi, Mouna Torjmen

IEEE Access, 2023

2021

Machine learning based prediction tool of hospitalization cost.

Balkiss Abdelmoula, Mouna Torjmen, Nouha Bouayed Abdelmoula

Proceedings of the 22nd International Arab Conference on Information Technology, 2021

2019

Document/query expansion based on selecting significant concepts for context based retrieval of medical images.

Mouna Torjmen Khemakhem, Karim Gasmi

J. Biomed. Informatics, 2019

Text-based Medical Image Retrieval using Convolutional Neural Network and Specific Medical Features.

Nada Souissi, Hajer Ayadi, Mouna Torjmen Khemakhem

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

MF-Re-Rank: A modality feature-based Re-Ranking model for medical image retrieval.

Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa

J. Assoc. Inf. Sci. Technol., 2018

Uncovering Hidden Links Between Images Through Their Textual Context.

Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the Enterprise Information Systems - 20th International Conference, 2018

Building Contextual Implicit Links for Image Retrieval.

Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

2017

Mining correlations between medically dependent features and image retrieval models for query classification.

Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa

J. Assoc. Inf. Sci. Technol., 2017

Learning to Re-rank Medical Images Using a Bayesian Network-Based Thesaurus.

Hajer Ayadi, Mouna Torjmen Khemakhem, Jimmy Xiangji Huang, Mariam Daoud, Maher Ben Jemaa

Proceedings of the Advances in Information Retrieval, 2017

2015

Graph-based Methods for Significant Concept Selection.

Karim Gasmi, Mouna Torjmen Khemakhem, Lynda Tamine, Maher Ben Jemaa

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Taking Contextual Parameters into Account and Using RDF Patterns for the Semantic Web Image Annotation.

Rim Teyeb Jaouachi, Mouna Torjmen Khemakhem, Maher Ben Jemaa, Ollivier Haemmerlé, Nathalie Hernandez

Proceedings of the Enterprise Information Systems - 17th International Conference, 2015

Semantic Annotation of Images Extracted from the Web using RDF Patterns and a Domain Ontology.

Rim Teyeb Jaouachi, Mouna Torjmen Khemakhem, Nathalie Hernandez, Ollivier Haemmerlé, Maher Ben Jemaa

Proceedings of the ICEIS 2015, 2015

An LDA Topic Model Adaptation for Context-Based Image Retrieval.

Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the E-Commerce and Web Technologies, 2015

Vers une annotation sémantique des images web fondée sur des patrons RDF.

Rym Teyeb, Mouna Torjmen, Nathalie Hernandez, Ollivier Haemmerlé, Maher Ben Jemaa

Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

2014

Apprentissage de classification des requêtes basée sur la confiance et la couverture.

Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa

Proceedings of the CORIA 2014, 2014

Toward Antifragile Cloud Computing Infrastructures.

Amal Abid, Mouna Torjmen Khemakhem, Soumaya Marzouk, Maher Ben Jemaa, Thierry Monteil, Khalil Drira

Proceedings of the 5th International Conference on Ambient Systems, 2014

A New Combination Method Based on Adaptive Genetic Algorithm for Medical Image Retrieval.

Karim Gasmi, Mouna Torjmen Khemakhem, Lynda Tamine, Maher Ben Jemaa

Proceedings of the Information Retrieval Technology, 2014

2013

Investigating the document structure as a source of evidence for multimedia fragment retrieval.

Mouna Torjmen Khemakhem, Karen Pinel-Sauvagnat, Mohand Boughanem

Inf. Process. Manag., 2013

Correlating medical-dependent query features with image retrieval models using association rules.

Hajer Ayadi, Mouna Torjmen, Mariam Daoud, Maher Ben Jemaa, Jimmy Xiangji Huang

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A Conceptual Model for Word Sense Disambiguation in Medical Image Retrieval.

Karim Gasmi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the Information Retrieval Technology, 2013

2012

Combination of document structure and links for multimedia object retrieval.

Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

J. Inf. Sci., 2012

Word Indexing Versus Conceptual Indexing in Medical Image Retrieval.

Karim Gasmi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Applying LDA in Contextual Image Retrieval - ReDCAD participation at ImageCLEF Flickr Photo Retrieval 2012.

Hatem Awadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

Evaluating Some Contextual Factors for Image Retrieval - ReDCAD Participation at ImageCLEF Wikipedia 2011.

Hatem Awadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa

Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010

Using textual and structural context for searching Multimedia Elements.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Int. J. Bus. Intell. Data Min., 2010

2009

XML Multimedia Retrieval: From Relevant Textual Information to Relevant Multimedia Fragments.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Advances in Information Retrieval, 2009

Une étude de l'impact de la structure sur la recherche multimédia.

Mouna Torjmen, Karen Pinel-Sauvagnat

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2009

2008

Towards a structure-based multimedia retrieval model.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Une métrique pondérée pour la recherche textuelle d'images dans des documents semi-structurés.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2008

Some Experiments on the WikipediaMM 2008 task: Evaluating the Impact of Image names in Context-based Retrieval.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Evaluating the Impact of Image Names in Context-Based Image Retrieval.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Methods for Combining Content-Based and Textual-Based Approaches in Medical Image Retrieval.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007

Utilisation du contexte textuel et structurel pour la recherche d'images dans des documents XML.

Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Actes du XXVème Congrès INFORSID, 2007

Propositions pour la recherche contextuelle d'images dans des documents XML.

Mouna Torjmen

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007

Using Pseudo-relevance Feedback to Improve Image Retrieval Results.

Mouna Torjmen Khemakhem, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

2006

XFIRM at INEX 2006. Ad-Hoc, Relevance Feedback and MultiMedia Tracks.

Lobna Hlaoua, Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem

Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006