Nesma Settouti

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 18

Top Topics

Top Venues

Pattern Anal. Appl.

Int. J. Medical Eng. Informatics

Publications

Nesma Settouti, Meryem Saidi
Preliminary analysis of explainable machine learning methods for multiple myeloma chemotherapy treatment recognition. Evol. Intell. 17 (1) (2024)
Rima Guilal, Nesma Settouti, Gonzalo Martínez-Muñoz, Mohammed Amine Chikh
Feature importance analysis for a highly unbalanced multiple myeloma data classification. Int. J. Medical Eng. Informatics 16 (3) (2024)
Souaad Hamza-Cherif, Nesma Settouti
Exploring Sentiment Analysis in Health with CNN, GRU and Zero-Shot Learning on Imbalanced Textual Data. RIF (2023)
Fatiha Youbi, Nesma Settouti
Analysis of Machine Learning and Deep Learning Frameworks for Opinion Mining on Drug Reviews. Comput. J. 65 (9) (2022)
Chifa Maarouf, Mohamed Lamine Benomar, Nesma Settouti
Pre-trained Backbones Effect on Nuclei Segmentation Performance. MedPRAI (2021)
Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh
A new correlation-based approach for ensemble selection in random forests. Int. J. Intell. Comput. Cybern. 14 (2) (2021)
Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. Pattern Anal. Appl. 23 (4) (2020)
Nesma Settouti, Khalida Douibi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Meryem Saidi
Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors. Open Comput. Sci. 9 (1) (2019)
Mohammed El Amine Bechar, Nesma Settouti, Vincent Barra, Mohammed Amine Chikh
Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease. Multidimens. Syst. Signal Process. 29 (3) (2018)
Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
Semi-supervised Super-pixels classification for White Blood Cells segmentation. PAIS (2018)
Meryem Saidi, Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar
Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction. ICAASE (2018)
Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh
Instances selection algorithm by ensemble margin. J. Exp. Theor. Artif. Intell. 30 (3) (2018)
Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh, Mouloud Adel
Reinforced confidence in self-training for a semi-supervised medical data classification. Int. J. Appl. Pattern Recognit. 4 (2) (2017)
Nesma Settouti, Mohammed Amine Chikh, Vincent Barra
A new feature selection approach based on ensemble methods in semi-supervised classification. Pattern Anal. Appl. 20 (3) (2017)
Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
Using conditional inference forest to identify variable importance. Int. J. Bioinform. Res. Appl. 13 (2) (2017)
Khalida Douibi, Nesma Settouti, Mohammed Amine Chikh
The Homogeneous Ensemble Methods for MLknn Algorithm. ICCDA (2017)
Nesma Settouti, Mohammed El Amine Bechar, Mohammed Amine Chikh
Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classi cation Task. Int. J. Interact. Multim. Artif. Intell. 4 (1) (2016)
Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh
Application of pixel selection in pixel-based classification for automatic white blood cell segmentation. MedPRAI (2016)
Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh
Weighted vote for trees aggregation in Random Forest. ICMCS (2014)
Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh
Automatic detection of difficult tracheal intubation. ICMCS (2014)
Mohammed Amine Chikh, Meryem Saidi, Nesma Settouti
Diagnosis of Diabetes Diseases Using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-nearest Neighbor. J. Medical Syst. 36 (5) (2012)
Meryem Saidi, Mohammed Amine Chikh, Nesma Settouti
Automatic Identification of Diabetes Diseases using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-Nearest Neighbor. CIIA (2011)