Chapitres d'ouvrages

• 2018

  • Hatem Aouadi, Mouna Torjmen Khemakhem , Maher Ben Jemaa: Uncovering Hidden Links Between Images Through Their Textual Context. In Book: Enterprise Information Systems (Revised Selected Papers of International Conference on Enterprise Information Systems 2018), pages 370-395, Lecture Notes in Business Information Processing 363, Springer (EIS 2018)

• 2015

  • Rim Teyeb Jaouachi, Mouna Torjmen Khemakhem, Maher Ben Jemaa, Ollivier Haemmerlé, Nathalie Hernandez. Taking Contextual Parameters into Account and Using RDF Patterns for the Semantic Web Image Annotation. In Book: Enterprise Information Systems (Revised Selected Papers of International Conference on Enterprise Information Systems 2015), pages 328-344, Springer International Publishing, LNBIP, volume 241 . (EIS 2015)

Journaux Internationaux

• 2019

  • Mouna Torjmen Khemakhem, Karim Gasmi. Document/query expansion based on selecting significant concepts for context-based retrieval of medical images . In Journal of Biomedical Informatics (JIB 2019), Elsevier Volume 95. (IF Thomson Reuters 2017: 2.735, Q1)

• 2018

  • Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa. SF-Re-Rank: A Specific Feature-Based Re-Ranking Model for Medical Image Retrieval. In Journal of the Association for Information Science Technology (JASIST 2018) (IF Thomson Reuters 2017: 2.322, Q1.)

• 2017

  • Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa. Mining correlations between medically dependent features and image retrieval models for query classification. In Journal of the Association for Information Science Technology (JASIST 2017), Wiley-Blackwell, 68(5), pages 1323-1334 ( IF Thomson Reuters 2017: 2.322 ,Q1 .)

• 2013

  • Mouna Torjmen Khemakhem, Karen Pinel-Sauvagnat, Mohand Boughanem. Investigating the document structure as a source of evidence for multimedia fragment retrieval. Journal of Information Processing and Management (IPM 2013) 49(6) pages 1281-1300 (IF Thomson Reuters 2017: 2.391, Q1)

• 2012

  • Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. Combination of document structure and links for multimedia object retrieval. Journal of Information Science (JIS 2012), 38(5) pages 442-458 (IF Thomson Reuters 2017: 1.372, Q1)

• 2010

  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Using textual and structural context for searching Multimedia Elements. International Journal of Business Intelligence and Data Mining (IJBIDM 2010) 5(4) pages 323-352. (Q4)

Conférences Internationales

• 2019

  • Nada Souissi, Hajer Ayadi, Mouna Torjmen Khemakhem Text-based Medical Image Retrieval Using Convolutional Neural Network and Specific Medical Features. 12th International Conference On Health Informatics. pages 78-87, Prague, Czech Republic, 22-24 Février 2019 (HEALTHINF 2019) (Core 2018: Classe C)

• 2018

  • Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. Building Contextual Implicit Links for Image Retrieval. In the 20th International Conference on Enterprise Information Systems (ICEIS 2018). (Core 2018: Classe C)

• 2017

  • Rim Teyeb, Mouna Torjmen Khemakhem, Afef Latrach. Towords an evaluation protocol for RDF semantic annotations (RDF SemAnnotEval Protocol). The International Conference on Engineering & MIS (ICEMIS 2017)
  • Nada Souissi, Hajer Ayadi, Mouna Torjmen Khemakhem. Towards Medical Image Re-ranking based on Convolutional Neural Networks. The International Conference of Engineering Sciences for Biology and Medicine (ESBM 2017).
  • Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa. Learning to Re-rank Medical Images Using a Bayesian Network-Based Thesaurus. European Conference on Information Retrieval (ECIR 2017). (Core 2018: Classe A)

• 2015

  • Karim Gasmi, Mouna Torjmen-Khemakhem, Lynda Tamine, Maher Ben Jemaa. Graph-based methods for Significant Concept Selection. International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2015) (Core 2018: Classe B)
  • Hatem Aouadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. An LDA Topic Model Adaptation for Context-Based Image Retrieval. In 16th International Conference on Electronic Commerce and Web Technologies (EC-WEB 2015) (Core 2018: Classe B)
  • Rym Teyeb, Mouna Torjmen Khemakhem, Nathalie Hernandez, Ollivier Haemmerlé, Maher Ben Jemaa. Vers une annotation sémantique des images web fondée sur des patrons RDF. COnférence en Recherche d'Information et Applications (CORIA 2015) pages 285-300 (ERA2010: Classe C)
  • Rim Teyeb Jaouachi, Mouna Torjmen Khemakhem, Nathalie Hernandez, Ollivier Haemmerlé, Maher Ben Jemaa. Semantic Annotation of Images Extracted from the Web using RDF Patterns and a Domain Ontology. International Conference on Enterprise Information Systems (ICEIS 2015) (2) pages 137-144 (Core 2018: Classe C)

• 2014

  • Karim Gasmi, Mouna Torjmen Khemakhem, Lynda Tamine, Maher Ben Jemaa. A New Combination Method Based on Adaptive Genetic Algorithm for Medical Image Retrieval. The Asia Information Retrieval Societies Conference (AIRS 2014) pages 289-301 (Core 2018: Classe C)
  • Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Huang, Maher Ben Jemaa. Apprentissage de classification des requêtes basée sur la confiance et la couverture. COnférence en Recherche d'Information et Applications ( CORIA 2014). (ERA2010: Classe C)

• 2013

  • Rim Teyeb, Mouna Torjmen Khemakhem, Maher Ben Jemaa, Nathalie Hernandez, Ollivier Haemmerle. Multi-Factor RDF Graph based Image Annotation -Application in Cinema Domain-. In Proceedings of the Fifth International Conference on Web and Information Technologies (ICWIT 2013).
  • Karim Gasmi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. A Conceptual Model for Word Sense Disambiguation in Medical Image Retrieval. The Asia Information Retrieval Societies Conference (AIRS 2013) pages 296-307 ( Core 2018: Classe C)
  • Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Maher Ben Jemaa, Jimmy Xiangji Huang. Correlating medical-dependent query features with image retrieval models using association rules. (CIKM 2013) pages 299-308 (Core 2018: Classe A)

• 2009

  • Mouna Torjmen, Karen Pinel-Sauvagnat. Une étude de l'impact de la structure sur la recherche multimédia. (CORIA 2009): 51-66 (ERA2010: Classe C)
  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. XML Multimedia Retrieval: From Relevant Textual Information to Relevant Multimedia Fragments. (ECIR 2009) pages 150-161 (Core 2018: Classe A)

• 2008

  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Une métrique pondérée pour la recherche textuelle d'images dans des documents semi-structurés. (CORIA 2008) pages 55-70 (ERA2010: Classe C).
  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Towards a structure-based multimedia retrieval model. Multimedia Information Retrieval (MIR 2008) pages 350-357 (Core 2018: Class B)

• 2007

  • Mouna Torjmen. Propositions pour la recherche contextuelle d'images dans des documents XML. (CORIA 2007) pages 479-484. (ERA2010: Classe C)
  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Utilisation du contexte textuel et structurel pour la recherche d'images dans des documents XML. (INFORSID 2007) pages 21-36.

Workshops Internationaux

• 2014

  • Amal Abid, Mouna Torjmen Khemakhem, Soumaya Marzouk, Maher Ben Jemaa,Thierry Monteil, Khalil Drira. Toward Antifragile Cloud Computing Infrastructures. the 1st International Workshop “From Dependable to Resilient, from Resilient to Antifragile Ambients and Systems” (AntFragil 2014)

• 2012

  • Hatem Awadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. Applying LDA in Contextual Image Retrieval - ReDCAD participation at ImageCLEF Flickr Photo Retrieval 2012. Cross-Language Evaluation Forum (CLEF 2012) (Online Working Notes/Labs/Workshop)
  • Karim Gasmi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. Word Indexing Versus Conceptual Indexing in Medical Image Retrieval. Cross-Language Evaluation Forum (CLEF 2012) (Online Working Notes/Labs/Workshop)

• 2011

  • Hatem Awadi, Mouna Torjmen Khemakhem, Maher Ben Jemaa. Evaluating Some Contextual Factors for Image Retrieval - ReDCAD Participation at ImageCLEF Wikipedia 2011. Cross-Language Evaluation Forum (CLEF 2011) (Notebook Papers/Labs/Workshop)

• 2008

  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Methods for Combining Content-Based and Textual-Based Approaches in Medical Image Retrieval. (CLEF 2008) pages 691-695.
  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Evaluating the Impact of Image Names in Context-Based Image Retrieval. (CLEF 2008) pages 756-762.

• 2007

  • Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. Using Pseudo-Relevance Feedback to Improve Image Retrieval Results. (CLEF 2007) pages 665-673

• 2006

  • Lobna Hlaoua, Mouna Torjmen, Karen Pinel-Sauvagnat, Mohand Boughanem. XFIRM at INEX 2006. Ad-Hoc, Relevance Feedback and MultiMedia Tracks. (INEX 2006) pages 373-386