Nesma Settouti

23
Documents

Publications

Publications

AI-Driven Classification of Forensic Autopsy Reports: Balancing Accuracy and Interpretability

Fatiha Youbi , Souhila Laribi , Nesma Settouti

2024 International Conference of the African Federation of Operational Research Societies (AFROS), Nov 2024, Caen, France. Psycoloquy, IEEE, pp.1-5, 2025, ⟨10.1109/AFROS62115.2024.11037068⟩

Proceedings/Recueil des communications hal-05280036v1

Precise Tissue Segmentation in Orthopedic Surgery Using Hyperspectral Imaging

Aya Hage Chehade , Nadine Abdallah Saab , Mohammed El Amine Bechar , Nesma Settouti , Olga Assainova et al.

2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2025, Debbieh, Lebanon. IEEE, pp.1-5, 2025, ⟨10.1109/ICABME66883.2025.11211836⟩

Proceedings/Recueil des communications hal-05355141v1

Precise Tissue Segmentation in Orthopedic Surgery Using Hyperspectral Imaging

Aya Hage Chehade , Nadine Abdallah Saab , Mohammed El Amine Bechar , Nesma Settouti , Olga Assainova et al.

2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2025, Debbieh, Lebanon. pp.1-5, ⟨10.1109/ICABME66883.2025.11211836⟩

Communication dans un congrès hal-05404565v1

The Homogeneous Ensemble Methods for MLknn Algorithm

Khalida Douibi , Nesma Settouti , Mohammed El Amine Chikh

the International Conference, May 2017, Lakeland, France. pp.197-201, ⟨10.1145/3093241.3093262⟩

Communication dans un congrès hal-03185659v1

Exploring band selection methods for enhanced chromosomal analysis in Hyperspectral imaging

Najoua Zeffate , Mohammed El Amine Bechar , Jean-Marie Guyader , Nesma Settouti , Nathalie Douet-Guilbert et al.

Applied Spectroscopy, 2025, ⟨10.1177/00037028251403574⟩

Article dans une revue hal-05400945v1

Preliminary analysis of explainable machine learning methods for multiple myeloma chemotherapy treatment recognition

Nesma Settouti , Meryem Saidi

Evolutionary Intelligence, 2023, ⟨10.1007/s12065-023-00833-3⟩

Article dans une revue hal-04085306v1

Influence of normalization and color features on super-pixel classification: application to cytological image segmentation

Mohammed El Amine Bechar , Nesma Settouti , Mostafa El Habib Daho , Mouloud Adel , Mohammed Amine Chikh

Australasian Physical and Engineering Sciences in Medicine, 2019, 42 (2), pp.427-441. ⟨10.1007/s13246-019-00735-8⟩

Article dans une revue hal-02470276v1

An analysis of ambulatory blood pressure monitoring using multi-label classification

Khalida Douibi , Nesma Settouti , Mohammed Amine Chikh , Jesse Read , Mohamed Malik Benabid

Australasian Physical and Engineering Sciences in Medicine, 2019, 42 (1), pp.65-81. ⟨10.1007/s13246-018-0713-0⟩

Article dans une revue hal-03185589v1

A new feature selection approach based on ensemble methods in semi-supervised classification

Vincent Barra , Nesma Settouti , Mohamed Amine Chikh

Pattern Analysis and Applications, 2017, 20 (3), pp.673 - 686. ⟨10.1007/s10044-015-0524-9⟩

Article dans une revue hal-01621751v1

Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease

Mohammed El amine Bechar , Nesma Settouti , Vincent Barra , Mohamed Amine Chikh

Multidimensional Systems and Signal Processing, 2017, ⟨10.1007/s11045-017-0483-y⟩

Article dans une revue hal-01621806v1

Classification interprétable floue du diabète - Amélioration des performances d'un classifieur flou

Nesma Settouti , Amine M. Chikh

Cost Oran, 2011

Article dans une revue inria-00621613v1