Nesma Settouti

According to our database, Nesma Settouti authored at least 24 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Feature importance analysis for a highly unbalanced multiple myeloma data classification.

Rima Guilal, Nesma Settouti, Gonzalo Martínez-Muñoz, Mohammed Amine Chikh

Int. J. Medical Eng. Informatics, 2024

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

Nesma Settouti, Meryem Saidi

Evol. Intell., 2024

2023

Exploring Sentiment Analysis in Health with CNN, GRU and Zero-Shot Learning on Imbalanced Textual Data.

Souaad Hamza-Cherif, Nesma Settouti

Proceedings of The 12th Seminary of Computer Science Research at Feminine (RIF 2023) LIRE Laboratory, 2023

2022

Analysis of Machine Learning and Deep Learning Frameworks for Opinion Mining on Drug Reviews.

Fatiha Youbi, Nesma Settouti

Comput. J., 2022

2021

A new correlation-based approach for ensemble selection in random forests.

Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh

Int. J. Intell. Comput. Cybern., 2021

Deep Transfer Learning Techniques for Automated Classification of Histological Childhood Medulloblastoma Images.

Ghezali Waffa, Nesma Settouti

Proceedings of the Pattern Recognition and Artificial Intelligence, 2021

Pre-trained Backbones Effect on Nuclei Segmentation Performance.

Chifa Maarouf, Mohamed Lamine Benomar, Nesma Settouti

Proceedings of the Pattern Recognition and Artificial Intelligence, 2021

2020

An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation.

Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh

Pattern Anal. Appl., 2020

2019

Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors.

Nesma Settouti, Khalida Douibi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Meryem Saidi

Open Comput. Sci., 2019

2018

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

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

Multidimens. Syst. Signal Process., 2018

Instances selection algorithm by ensemble margin.

Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh

J. Exp. Theor. Artif. Intell., 2018

Semi-supervised Super-pixels classification for White Blood Cells segmentation.

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

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction.

Meryem Saidi, Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar

Proceedings of the 3rd International Conference on Advanced Aspects of Software Engineering, 2018

2017

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

Nesma Settouti, Mohammed Amine Chikh, Vincent Barra

Pattern Anal. Appl., 2017

Using conditional inference forest to identify variable importance.

Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh

Int. J. Bioinform. Res. Appl., 2017

Reinforced confidence in self-training for a semi-supervised medical data classification.

Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh, Mouloud Adel

Int. J. Appl. Pattern Recognit., 2017

The Homogeneous Ensemble Methods for MLknn Algorithm.

Khalida Douibi, Nesma Settouti, Mohammed Amine Chikh

Proceedings of the International Conference on Compute and Data Analysis, 2017

2016

Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classi cation Task.

Nesma Settouti, Mohammed El Amine Bechar, Mohammed Amine Chikh

Int. J. Interact. Multim. Artif. Intell., 2016

Application of pixel selection in pixel-based classification for automatic white blood cell segmentation.

Meryem Saidi, Mohammed El Amine Bechar, Nesma Settouti, Mohammed Amine Chikh

Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

2014

Automatic detection of difficult tracheal intubation.

Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Weighted vote for trees aggregation in Random Forest.

Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013

Machine Learning Tool for Automatic ASA Detection.

Mohammed El Amine Lazouni, Mostafa El Habib Daho, Nesma Settouti, Mohammed Amine Chikh, Saïd Mahmoudi

Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 2013

2012

Diagnosis of Diabetes Diseases Using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-nearest Neighbor.

Mohammed Amine Chikh, Meryem Saidi, Nesma Settouti

J. Medical Syst., 2012

2011

Automatic Identification of Diabetes Diseases using an Artificial Immune Recognition System2 (AIRS2) with Fuzzy K-Nearest Neighbor.

Meryem Saidi, Mohammed Amine Chikh, Nesma Settouti

Proceedings of the Third International Conference on Computer Science and its Applications (CIIA'11), 2011