Nesma Settouti

27 papers C 1Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Identifying regions of interest in whole slide images of renal cell carcinoma. CoRR Mohammed Lamine Benomar, Nesma Settouti, Eric Debreuve, Xavier Descombes, Damien Ambrosetti
2025	J	`jnl`	SPTPCA: Structure-Preserving Tensor Principal Component Analysis for Hyperspectral Dimensionality Reduction. IEEE Signal Process. Lett. Alaa El Ichi, Olga Assainova, Nadine Abdallah Saab, Nesma Settouti, Marwa El Bouz, Mohammed El Amine Bechar
2025	C	`conf`	Scaling AI for Embryo Transition Detection: Benchmarking Spatio-Temporal Deep Models. BDCAT Aissa Benfettoume Souda, Mohammed El Amine Bechar, Souaad Hamza-Cherif, Jean-Marie Guyader, Marwa Elbouz, Frederic Morel, Aurore Perrin, Nesma Settouti
2024	J	`jnl`	Feature importance analysis for a highly unbalanced multiple myeloma data classification. Int. J. Medical Eng. Informatics Rima Guilal, Nesma Settouti, Gonzalo Martínez-Muñoz, Mohammed Amine Chikh
2024	J	`jnl`	Preliminary analysis of explainable machine learning methods for multiple myeloma chemotherapy treatment recognition. Evol. Intell. Nesma Settouti, Meryem Saidi
2023	—	`conf`	Exploring Sentiment Analysis in Health with CNN, GRU and Zero-Shot Learning on Imbalanced Textual Data. RIF Souaad Hamza-Cherif, Nesma Settouti
2022	J	`jnl`	Analysis of Machine Learning and Deep Learning Frameworks for Opinion Mining on Drug Reviews. Comput. J. Fatiha Youbi, Nesma Settouti
2021	J	`jnl`	A new correlation-based approach for ensemble selection in random forests. Int. J. Intell. Comput. Cybern. Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh
2021	—	`conf`	Deep Transfer Learning Techniques for Automated Classification of Histological Childhood Medulloblastoma Images. MedPRAI Ghezali Waffa, Nesma Settouti
2021	—	`conf`	Pre-trained Backbones Effect on Nuclei Segmentation Performance. MedPRAI Chifa Maarouf, Mohammed Lamine Benomar, Nesma Settouti
2020	J	`jnl`	An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. Pattern Anal. Appl. Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh
2019	J	`jnl`	Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors. Open Comput. Sci. Nesma Settouti, Khalida Douibi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Meryem Saidi
2018	—	`conf`	Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction. ICAASE Meryem Saidi, Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar
2018	J	`jnl`	Instances selection algorithm by ensemble margin. J. Exp. Theor. Artif. Intell. Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh
2018	—	`conf`	Semi-supervised Super-pixels classification for White Blood Cells segmentation. PAIS Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
2018	J	`jnl`	Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease. Multidimens. Syst. Signal Process. Mohammed El Amine Bechar, Nesma Settouti, Vincent Barra, Mohammed Amine Chikh
2017	J	`jnl`	A new feature selection approach based on ensemble methods in semi-supervised classification. Pattern Anal. Appl. Nesma Settouti, Mohammed Amine Chikh, Vincent Barra
2017	J	`jnl`	Reinforced confidence in self-training for a semi-supervised medical data classification. Int. J. Appl. Pattern Recognit. Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh, Mouloud Adel
2017	—	`conf`	The Homogeneous Ensemble Methods for MLknn Algorithm. ICCDA Khalida Douibi, Nesma Settouti, Mohammed Amine Chikh
2017	J	`jnl`	Using conditional inference forest to identify variable importance. Int. J. Bioinform. Res. Appl. Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
2016	—	`conf`	Application of pixel selection in pixel-based classification for automatic white blood cell segmentation. MedPRAI Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh
2016	J	`jnl`	Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classi cation Task. Int. J. Interact. Multim. Artif. Intell. Nesma Settouti, Mohammed El Amine Bechar, Mohammed Amine Chikh
2014	—	`conf`	Automatic detection of difficult tracheal intubation. ICMCS Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh
2014	—	`conf`	Weighted vote for trees aggregation in Random Forest. ICMCS Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh
2013	—	`ch.`	Machine Learning Tool for Automatic ASA Detection. Modeling Approaches and Algorithms for Advanced Computer Applications Mohammed El Amine Lazouni, Mostafa El Habib Daho, Nesma Settouti, Mohammed Amine Chikh, Saïd Mahmoudi
2012	J	`jnl`	Diagnosis of Diabetes Diseases Using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-nearest Neighbor. J. Medical Syst. Mohammed Amine Chikh, Meryem Saidi, Nesma Settouti
2011	—	`conf`	Automatic Identification of Diabetes Diseases using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-Nearest Neighbor. CIIA Meryem Saidi, Mohammed Amine Chikh, Nesma Settouti