Nabiha Azizi - RankMe

42 papers A* 1A 1C 2Journal 20Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable AI and deep learning models for recommender systems: State of the art and challenges. J. Univers. Comput. Sci. Maroua Benleulmi, Ibtissem Gasmi, Nabiha Azizi, Nilanjan Dey
2025	J	`jnl`	Exploring advanced deep learning approaches in cardiac image analysis: A comprehensive review. Comput. Biol. Medicine Assia Boukhamla, Nabiha Azizi, Samir Brahim Belhaouari, Nilanjan Dey
2025	J	`jnl`	Intelligent mask image reconstruction for cardiac image segmentation through local-global fusion. Appl. Intell. Assia Boukhamla, Nabiha Azizi, Samir Brahim Belhaouari
2024	J	`jnl`	Boosting Multi-Label Classification Performance Through Meta-Model. Int. J. Pattern Recognit. Artif. Intell. Sonia Guehria, Habiba Belleili, Nabiha Azizi, Djamel Zenakhra
2024	—	`conf`	Comparative Study Using Ensemble Methods and Sampling Techniques for Imbalanced Diabetes Data. ISPR (2) Hana Khemisa, Nadjette Dendani, Yasmine Khedimi, Nour Djihane Amara, Nabiha Azizi
2024	J	`jnl`	Enhancing algorithmic assessment in education: Equi-fused-data-based SMOTE for balanced learning. Comput. Educ. Artif. Intell. Yasmine Chachoui, Nabiha Azizi, Richard Hotte, Tahar Bensebaa
2024	—	`conf`	Ensemble Methods for Predicting Cyanobacteria's Potential Toxicity in Water Dams. ISPR (3) Amira Berrezzek, Nadjette Dendani, Nour Djihane Amara, Nabiha Azizi, Amel Saoudi
2024	—	`conf`	GAN-Enhanced Deep Learning Approach for Forecasting the Potentially Toxic Cyanobacteria in Dams. ISPR (2) Nour Djihane Amara, Nadjette Dendani, Amira Berrezzek, Hana Khemissa, Amel Saoudi, Nabiha Azizi
2023	A	`conf`	GANs Investigation for Multimodal Medical Data Interpretation : Basic Architectures and Overview. ICCAD Assia Boukhamla, Mohamed Hatem Bouziane, Akram Laib, Nabiha Azizi, Roumaissa Rouabhi, Aya Merah, Rim Chaib
2022	J	`jnl`	An Improved Disc Segmentation Based on U-Net Architecture for Glaucoma Diagnosis. Int. J. Ambient Comput. Intell. Radia Touahri, Nabiha Azizi, Nacer Eddine Hammami, Farid Benaida, Nawel Zemmal, Ibtissem Gasmi
2022	J	`jnl`	Exploiting discourse relations to produce Arabic extracts. Int. J. Reason. based Intell. Syst. Samira Lagrini, Nabiha Azizi, Mohammed Redjimi
2022	C	`conf`	Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning. ISPR Abderraouf Zoghbi, Maroua Benleulmi, Soraya Cheriguene, Nabiha Azizi, Samira Lagrini, S. Nadine Layeb
2022	J	`jnl`	Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier. Int. J. Intell. Inf. Technol. Nawel Zemmal, Nacer Eddine Benzebouchi, Nabiha Azizi, Didier Schwab, Samir Brahim Belhaouari
2021	J	`jnl`	A new hybrid system combining active learning and particle swarm optimisation for medical data classification. Int. J. Bio Inspired Comput. Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani
2021	—	`conf`	Deceptive Opinions Detection Using New Proposed Arabic Semantic Features. ACLING Amel Ziani, Nabiha Azizi, Didier Schwab, Djamel Zenakhra, Monther Aldwairi, Nassira Chekkai, Nawel Zemmal, Marwa Hadj Salah
2021	J	`jnl`	Enhanced context-aware recommendation using topic modeling and particle swarm optimization. J. Intell. Fuzzy Syst. Ibtissem Gasmi, Mohamed Walid Azizi, Hassina Seridi-Bouchelaghem, Nabiha Azizi, Samir Brahim Belhaouari
2021	—	`conf`	Jumping Particle Swarm Optimization. ICICT (2) Atiq ur Rehman, Ashhadul Islam, Nabiha Azizi, Samir Brahim Belhaouari
2021	J	`jnl`	Multi source retinal fundus image classification using convolution neural networks fusion and Gabor-based texture representation. Int. J. Comput. Vis. Robotics Radia Touahri, Nabiha Azizi, Nacer Eddine Hammami, Monther Aldwairi, Nacer Eddine Benzebouchi, Ouided Moumene
2020	C	`conf`	"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding. ISDA Sonia Guehria, Habiba Belleili, Nabiha Azizi, Samir Brahim Belhaouari
2020	—	`conf`	Context-Aware Based Evolutionary Collaborative Filtering Algorithm. MISC Ibtissem Gasmi, Fouzia Anguel, Hassina Seridi-Bouchelaghem, Nabiha Azizi
2020	—	`conf`	Improved Multi-label Medical Text Classification Using Features Cooperation. IRICT Rim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari
2020	J	`jnl`	Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification. Cogn. Comput. Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani, Monther Aldwairi, Nadjette Dendani
2019	J	`jnl`	A new hybrid classifier selection model based on mRMR method and diversity measures. Int. J. Mach. Learn. Cybern. Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Amel Ziani
2019	—	`conf`	Authors' Writing Styles Based Authorship Identification System Using the Text Representation Vector. SSD Nacer Eddine Benzebouchi, Nabiha Azizi, Nacer Eddine Hammami, Didier Schwab, Mohammed Chiheb Eddine Khelaifia, Monther Aldwairi
2019	J	`jnl`	Automatic identification of rhetorical relations among intra-sentence discourse segments in Arabic. Int. J. Intell. Syst. Technol. Appl. Samira Lagrini, Nabiha Azizi, Mohammed Redjimi, Monther Aldwairi
2019	J	`jnl`	Combining RSS-SVM with genetic algorithm for Arabic opinions analysis. Int. J. Intell. Syst. Technol. Appl. Amel Ziani, Nabiha Azizi, Djamel Zenakhra, Soraya Cheriguene, Monther Aldwairi
2019	J	`jnl`	Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis. J. Exp. Theor. Artif. Intell. Nacer Eddine Benzebouchi, Nabiha Azizi, Amira S. Ashour, Nilanjan Dey, R. Simon Sherratt
2019	J	`jnl`	Toward an automatic summarisation of Arabic text depending on rhetorical relations. Int. J. Reason. based Intell. Syst. Samira Lagrini, Nabiha Azizi, Mohammed Redjimi, Monther Aldwairi
2018	—	`conf`	Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection. CIIA Hayet Djellali, Akila Djebbar, Nacira Ghoualmi-Zine, Nabiha Azizi
2018	—	`conf`	Multi-classifier system for authorship verification task using word embeddings. ICNLSP Nacer Eddine Benzebouchi, Nabiha Azizi, Monther Aldwairi, Nadir Farah
2018	J	`jnl`	Robust feature selection algorithm based on transductive SVM wrapper and genetic algorithm: application on computer-aided glaucoma classification. Int. J. Intell. Syst. Technol. Appl. Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Djamel Zenakhra, Soraya Cheriguene, Nilanjan Dey, Amira S. Ashour
2017	A*	`conf`	A Survey of Extractive Arabic Text Summarization Approaches. ICALP Samira Lagrini, Mohammed Redjimi, Nabiha Azizi
2016	—	`conf`	Classifier Ensemble Selection Based on mRMR Algorithm and Diversity Measures: An Application of Medical Data Classification. SOFA (1) Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Corina Anca Mnerie, Teodora Olariu, Fuqian Shi
2016	—	`ch.`	Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms. Applications of Intelligent Optimization in Biology and Medicine Soraya Cheriguene, Nabiha Azizi, Nawel Zemmal, Nilanjan Dey, Hayet Djellali, Nadir Farah
2015	—	`conf`	Combining Random Sub Space Algorithm and Support Vector Machines Classifier for Arabic Opinions Analysis. ICCSAMA Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa
2014	—	`conf`	A new hybrid method combining genetic algorithm and support vector machine classifier: Application to CAD system for mammogram images. ICMCS Nabiha Azizi, Nawel Zemmal, Mokhtar Sellami, Nadir Farah
2014	J	`jnl`	Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines. Eng. Appl. Artif. Intell. Nour El Islem Karabadji, Hassina Seridi, Ilyes Khelf, Nabiha Azizi, Ramzi Boulkroune
2013	—	`conf`	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]. RÉCITAL Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa
2012	J	`jnl`	From static to dynamic ensemble of classifiers selection: Application to Arabic handwritten recognition. Int. J. Knowl. Based Intell. Eng. Syst. Nabiha Azizi, Nadir Farah
2012	—	`conf`	New Dynamic Classifiers Selection Approach for Handwritten Recognition. ICANN (2) Nabiha Azizi, Nadir Farah, Abdel Ennaji
2012	—	`conf`	New Dynamic Ensemble of Classifiers Selection approach based on confusion matrix for Arabic Handwritten recognition. ICMCS Nabiha Azizi, Nadir Farah
2010	—	`conf`	Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition. MCS Nabiha Azizi, Nadir Farah, Mokhtar Sellami, Abdel Ennaji