Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition. - Nabiha Azizi; Nadir Farah; Mokhtar Sellami 001; Abdel Ennaji (MCS, 2010)

New Dynamic Classifiers Selection Approach for Handwritten Recognition. - Nabiha Azizi; Nadir Farah; Abdel Ennaji (ICANN (2), 2012)

New Dynamic Ensemble of Classifiers Selection approach based on confusion matrix for Arabic Handwritten recognition. - Nabiha Azizi; Nadir Farah (ICMCS, 2012)

From static to dynamic ensemble of classifiers selection: Application to Arabic handwritten recognition. - Nabiha Azizi; Nadir Farah (Int. J. Knowl. Based Intell. Eng. Syst., 2012)

Polarity Opinion Detection in Arabic Forums by Fusing Multiple SVMs (Détection de polarité d'opinions dans les forums en langue arabe par fusion de plusieurs SVM) [in French]. - Amel Ziani; Nabiha Azizi; Yamina Tlili Guiyassa (RÉCITAL, 2013)

A new hybrid method combining genetic algorithm and support vector machine classifier: Application to CAD system for mammogram images. - Nabiha Azizi; Nawel Zemmal; Mokhtar Sellami 001; Nadir Farah (ICMCS, 2014)

Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines. - Nour El Islem Karabadji; Hassina Seridi; Ilyes Khelf; Nabiha Azizi; Ramzi Boulkroune (Eng. Appl. Artif. Intell., 2014)

Combining Random Sub Space Algorithm and Support Vector Machines Classifier for Arabic Opinions Analysis. - Amel Ziani; Nabiha Azizi; Yamina Tlili Guiyassa (ICCSAMA, 2015)

Classifier Ensemble Selection Based on mRMR Algorithm and Diversity Measures: An Application of Medical Data Classification. - Soraya Cheriguene; Nabiha Azizi; Nilanjan Dey; Amira S. Ashour; Corina Anca Mnerie; Teodora Olariu; Fuqian Shi (SOFA (1), 2016)

Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms. - Soraya Cheriguene; Nabiha Azizi; Nawel Zemmal; Nilanjan Dey; Hayet Djellali; Nadir Farah (Applications of Intelligent Optimization in Biology and Medicine, 2016)

A Survey of Extractive Arabic Text Summarization Approaches. - Samira Lagrini; Mohammed Redjimi; Nabiha Azizi (ICALP, 2017)

Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection. - Hayet Djellali; Akila Djebbar; Nacira Ghoualmi-Zine; Nabiha Azizi (CIIA, 2018)

Multi-classifier system for authorship verification task using word embeddings. - Nacer Eddine Benzebouchi; Nabiha Azizi; Monther Aldwairi; Nadir Farah (ICNLSP, 2018)

Robust feature selection algorithm based on transductive SVM wrapper and genetic algorithm: application on computer-aided glaucoma classification. - Nawel Zemmal; Nabiha Azizi; Mokhtar Sellami 001; Djamel Zenakhra; Soraya Cheriguene; Nilanjan Dey; Amira S. Ashour (Int. J. Intell. Syst. Technol. Appl., 2018)

Authors' Writing Styles Based Authorship Identification System Using the Text Representation Vector. - Nacer Eddine Benzebouchi; Nabiha Azizi; Nacer Eddine Hammami; Didier Schwab; Mohammed Chiheb Eddine Khelaifia; Monther Aldwairi (SSD, 2019)

Automatic identification of rhetorical relations among intra-sentence discourse segments in Arabic. - Samira Lagrini; Nabiha Azizi; Mohammed Redjimi; Monther Aldwairi (Int. J. Intell. Syst. Technol. Appl., 2019)

Combining RSS-SVM with genetic algorithm for Arabic opinions analysis. - Amel Ziani; Nabiha Azizi; Djamel Zenakhra; Soraya Cheriguene; Monther Aldwairi (Int. J. Intell. Syst. Technol. Appl., 2019)

Toward an automatic summarisation of Arabic text depending on rhetorical relations. - Samira Lagrini; Nabiha Azizi; Mohammed Redjimi; Monther Aldwairi (Int. J. Reason. based Intell. Syst., 2019)

Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis. - Nacer Eddine Benzebouchi; Nabiha Azizi; Amira S. Ashour; Nilanjan Dey; R. Simon Sherratt (J. Exp. Theor. Artif. Intell., 2019)

A new hybrid classifier selection model based on mRMR method and diversity measures. - Soraya Cheriguene; Nabiha Azizi; Nilanjan Dey; Amira S. Ashour; Amel Ziani (Int. J. Mach. Learn. Cybern., 2019)

Improved Multi-label Medical Text Classification Using Features Cooperation. - Rim Chaib; Nabiha Azizi; Nawel Zemmal; Didier Schwab; Samir Brahim Belhaouari (IRICT, 2020)

"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding. - Sonia Guehria; Habiba Belleili; Nabiha Azizi; Samir Brahim Belhaouari (ISDA, 2020)

Context-Aware Based Evolutionary Collaborative Filtering Algorithm. - Ibtissem Gasmi; Fouzia Anguel; Hassina Seridi-Bouchelaghem; Nabiha Azizi (MISC, 2020)

Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification. - Nawel Zemmal; Nabiha Azizi; Mokhtar Sellami 001; Soraya Cheriguene; Amel Ziani; Monther Aldwairi; Nadjette Dendani (Cogn. Comput., 2020)

Deceptive Opinions Detection Using New Proposed Arabic Semantic Features. - Amel Ziani; Nabiha Azizi; Didier Schwab; Djamel Zenakhra; Monther Aldwairi; Nassira Chekkai; Nawel Zemmal; Marwa Hadj Salah (ACLING, 2021)

Jumping Particle Swarm Optimization. - Atiq ur Rehman 002; Ashhadul Islam; Nabiha Azizi; Samir Brahim Belhaouari (ICICT (2), 2021)

A new hybrid system combining active learning and particle swarm optimisation for medical data classification. - Nawel Zemmal; Nabiha Azizi; Mokhtar Sellami 001; Soraya Cheriguene; Amel Ziani (Int. J. Bio Inspired Comput., 2021)

Multi source retinal fundus image classification using convolution neural networks fusion and Gabor-based texture representation. - Radia Touahri; Nabiha Azizi; Nacer Eddine Hammami; Monther Aldwairi; Nacer Eddine Benzebouchi; Ouided Moumene (Int. J. Comput. Vis. Robotics, 2021)

Enhanced context-aware recommendation using topic modeling and particle swarm optimization. - Ibtissem Gasmi; Mohamed Walid Azizi; Hassina Seridi-Bouchelaghem; Nabiha Azizi; Samir Brahim Belhaouari (J. Intell. Fuzzy Syst., 2021)

Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning. - Abderraouf Zoghbi; Maroua Benleulmi; Soraya Cheriguene; Nabiha Azizi; Samira Lagrini; S. Nadine Layeb (ISPR, 2022)

An Improved Disc Segmentation Based on U-Net Architecture for Glaucoma Diagnosis. - Radia Touahri; Nabiha Azizi; Nacer Eddine Hammami; Farid Benaida; Nawel Zemmal; Ibtissem Gasmi (Int. J. Ambient Comput. Intell., 2022)

Exploiting discourse relations to produce Arabic extracts. - Samira Lagrini; Nabiha Azizi; Mohammed Redjimi (Int. J. Reason. based Intell. Syst., 2022)

Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier. - Nawel Zemmal; Nacer Eddine Benzebouchi; Nabiha Azizi; Didier Schwab; Samir Brahim Belhaouari (Int. J. Intell. Inf. Technol., 2022)

GANs Investigation for Multimodal Medical Data Interpretation : Basic Architectures and Overview. - Assia Boukhamla; Mohamed Hatem Bouziane; Akram Laib; Nabiha Azizi; Roumaissa Rouabhi; Aya Merah; Rim Chaib (ICCAD, 2023)

GAN-Enhanced Deep Learning Approach for Forecasting the Potentially Toxic Cyanobacteria in Dams. - Nour Djihane Amara; Nadjette Dendani; Amira Berrezzek; Hana Khemissa; Amel Saoudi; Nabiha Azizi (ISPR (2), 2024)

Ensemble Methods for Predicting Cyanobacteria's Potential Toxicity in Water Dams. - Amira Berrezzek; Nadjette Dendani; Nour Djihane Amara; Nabiha Azizi; Amel Saoudi (ISPR (3), 2024)

Comparative Study Using Ensemble Methods and Sampling Techniques for Imbalanced Diabetes Data. - Hana Khemisa; Nadjette Dendani; Yasmine Khedimi; Nour Djihane Amara; Nabiha Azizi (ISPR (2), 2024)

Enhancing algorithmic assessment in education: Equi-fused-data-based SMOTE for balanced learning. - Yasmine Chachoui; Nabiha Azizi; Richard Hotte; Tahar Bensebaa (Comput. Educ. Artif. Intell., 2024)

Boosting Multi-Label Classification Performance Through Meta-Model. - Sonia Guehria; Habiba Belleili; Nabiha Azizi; Djamel Zenakhra (Int. J. Pattern Recognit. Artif. Intell., 2024)

Exploring advanced deep learning approaches in cardiac image analysis: A comprehensive review. - Assia Boukhamla; Nabiha Azizi; Samir Brahim Belhaouari; Nilanjan Dey (Comput. Biol. Medicine, 2025)

Explainable AI and deep learning models for recommender systems: State of the art and challenges. - Maroua Benleulmi; Ibtissem Gasmi; Nabiha Azizi; Nilanjan Dey (J. Univers. Comput. Sci., 2025)

Intelligent mask image reconstruction for cardiac image segmentation through local-global fusion. - Assia Boukhamla; Nabiha Azizi; Samir Brahim Belhaouari (Appl. Intell., 2025)