Journal articles

2025

auteur
Louenas Bounia, Insaf Setitra
titre
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations
article
Data and Knowledge Engineering, 2025, 156, pp.102394. ⟨10.1016/j.datak.2024.102394⟩
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https://hal.science/hal-05486082/file/enhancing_louenas.pdf BibTex
auteur
Insaf Setitra, Praboda Rajapaksha, Aung Kaung Myat, Noel Crespi
titre
Leveraging ensemble deep models and llm for visual polysemy and word sense disambiguation
article
Multimedia Tools and Applications, 2025, 84, pp.35727-35759. ⟨10.1007/s11042-024-20235-6⟩
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https://hal.science/hal-04919281/file/Leveraging_Ensemble_Deep_Models_and_LLM_for_Visual_Polysemy_and_Word_Sense_Disambiguation.pdf BibTex

2020

auteur
Insaf Setitra, Noureddine Aouaa, Abdelkrim Meziane, Afef Benrabia, Hanene Belabassi, Sara Ait Ziane, Nadia Henda Zenati, Oualid Djekkoune
titre
RGB-topography and X-rays image registration for idiopathic scoliosis children patient follow-up
article
Multimedia Tools and Applications, 2020, 80 (6), pp.9027-9054. ⟨10.1007/s11042-020-10146-7⟩
Accès au bibtex
https://arxiv.org/pdf/2003.09404 BibTex

Conference papers

2025

auteur
Louenas Bounia, Insaf Setitra
titre
Computing Improved Explanations for Random Forests: k-Majoritary Reasons
article
17th International Conference on Agents and Artificial Intelligence (ICAART 2025), Feb 2025, Porto, Portugal. pp.188-198, ⟨10.5220/0013143100003890⟩
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auteur
Insaf Setitra, Domitile Lourdeaux, Louenas Bounia
titre
Facial Empathy Analysis Through Deep Learning and Computer Vision Techniques in Mixed Reality Environments
article
17th International Conference on Agents and Artificial Intelligence (ICAART 2025), Feb 2025, Porto, Portugal. pp.31-39, ⟨10.5220/0013057800003890⟩
Accès au texte intégral et bibtex
https://hal.science/hal-05486099/file/Facial_Empathy_Analysis_through_Deep_Learning_and_Computer_Vision_Techniques_in_Mixed_Reality_Environments.pdf BibTex
auteur
Shigeru Fujita, Kenji Sugawara, Thierry Gidel, Claude Moulin, Insaf Setitra
titre
Recognition of Group Actions from Individual Actions in Brainstorming Sessions
article
IEEE 28th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2025, May 2025, Compiègne, France, France. ⟨10.1109/CSCWD64889.2025.11033359⟩
Accès au texte intégral et bibtex
https://hal.science/hal-05388863/file/Paper_300.pdf BibTex

2023

auteur
Insaf Setitra, Yuji Iwahori, Yacine Elhamer, Anais Mezrag, Shinji Fukui, Kunio Kasugai
titre
PVT based Blood Vessel Segmentation and Polyp Size Estimation in Colonoscopy Images
article
12th International Conference on Pattern Recognition Applications and Methods, Feb 2023, Lisbon, France. pp.814-821, ⟨10.5220/0011666700003411⟩
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https://hal.science/hal-05486128/file/PolypSize__Copy_14_12_2022.pdf BibTex

2020

auteur
Insaf Setitra, Yuji Iwahori, Abdelkrim Meziane
titre
Walking Cycle and Walking Phases Extraction from Videos using Transfer Learning
article
24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep 2020, En ligne, France. pp.2695-2704, ⟨10.1016/j.procs.2020.09.292⟩
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https://hal.science/hal-05486175/file/Walking_Cycle_and_Walking_Phases_Extraction_from_V.pdf BibTex

2018

auteur
Insaf Setitra, Abdelkrim Meziane
titre
Angle Minimization and Graph Analysis for Text Line Segmentation in Handwritten Documents
article
2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), Aug 2018, Niagara Falls, France. pp.453-458, ⟨10.1109/ICFHR-2018.2018.00085⟩
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auteur
Noureddine Aouaa, Rachid Gherbi, Abdelkrim Meziane, Hayat Hadjar, Insaf Setitra
titre
Visual Data Mining by Virtual Reality for Protein-Protein Interaction Networks
article
2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA), Oct 2018, Aqaba, France. pp.1-8, ⟨10.1109/AICCSA.2018.8612849⟩
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2017

auteur
Insaf Setitra, Zineb Hadjadj, Abdelkrim Meziane
titre
A Tracking Approach for Text Line Segmentation in Handwritten Documents
article
6th International Conference on Pattern Recognition Applications and Methods, Feb 2017, Porto, France. pp.193-198, ⟨10.5220/0006199001930198⟩
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Preprints, Working Papers, ...

2024

auteur
Louenas Bounia, Insaf Setitra
titre
Enhancing the Intelligibility of Decision Trees with Concise and Reliable Probabilistic Explanations
article
2024
Accès au texte intégral et bibtex
https://hal.science/hal-04825391/file/Enhancing_the_Intelligibility_of_Decision_Trees_with_Concise_and_Reliable_Probabilistic_Explanations.pdf BibTex