Nabiha Azizi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 28

Top Topics

Diversity Measures

Classifier Fusion

Top Venues

Int. J. Intell. Syst. Technol. Appl.

Int. J. Reason. based Intell. Syst.

Publications

Sonia Guehria, Habiba Belleili, Nabiha Azizi, Djamel Zenakhra
Boosting Multi-Label Classification Performance Through Meta-Model. Int. J. Pattern Recognit. Artif. Intell. 38 (1) (2024)
Yasmine Chachoui, Nabiha Azizi, Richard Hotte, Tahar Bensebaa
Enhancing algorithmic assessment in education: Equi-fused-data-based SMOTE for balanced learning. Comput. Educ. Artif. Intell. 6 (2024)
Assia Boukhamla, Mohamed Hatem Bouziane, Akram Laib, Nabiha Azizi, Roumaissa Rouabhi, Aya Merah, Rim Chaib
GANs Investigation for Multimodal Medical Data Interpretation : Basic Architectures and Overview. ICCAD (2023)
Nawel Zemmal, Nacer Eddine Benzebouchi, Nabiha Azizi, Didier Schwab, Samir Brahim Belhaouari
Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier. Int. J. Intell. Inf. Technol. 18 (1) (2022)
Samira Lagrini, Nabiha Azizi, Mohammed Redjimi
Exploiting discourse relations to produce Arabic extracts. Int. J. Reason. based Intell. Syst. 14 (2/3) (2022)
Radia Touahri, Nabiha Azizi, Nacer Eddine Hammami, Farid Benaida, Nawel Zemmal, Ibtissem Gasmi
An Improved Disc Segmentation Based on U-Net Architecture for Glaucoma Diagnosis. Int. J. Ambient Comput. Intell. 13 (1) (2022)
Abderraouf Zoghbi, Maroua Benleulmi, Soraya Cheriguene, Nabiha Azizi, Samira Lagrini, S. Nadine Layeb
Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning. ISPR (2022)
Radia Touahri, Nabiha Azizi, Nacer Eddine Hammami, Monther Aldwairi, Nacer Eddine Benzebouchi, Ouided Moumene
Multi source retinal fundus image classification using convolution neural networks fusion and Gabor-based texture representation. Int. J. Comput. Vis. Robotics 11 (4) (2021)
Atiq ur Rehman, Ashhadul Islam, Nabiha Azizi, Samir Brahim Belhaouari
Jumping Particle Swarm Optimization. ICICT (2) (2021)
Ibtissem Gasmi, Mohamed Walid Azizi, Hassina Seridi-Bouchelaghem, Nabiha Azizi, Samir Brahim Belhaouari
Enhanced context-aware recommendation using topic modeling and particle swarm optimization. J. Intell. Fuzzy Syst. 40 (6) (2021)
Amel Ziani, Nabiha Azizi, Didier Schwab, Djamel Zenakhra, Monther Aldwairi, Nassira Chekkai, Nawel Zemmal, Marwa Hadj Salah
Deceptive Opinions Detection Using New Proposed Arabic Semantic Features. ACLING (2021)
Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani
A new hybrid system combining active learning and particle swarm optimisation for medical data classification. Int. J. Bio Inspired Comput. 18 (1) (2021)
Ibtissem Gasmi, Fouzia Anguel, Hassina Seridi-Bouchelaghem, Nabiha Azizi
Context-Aware Based Evolutionary Collaborative Filtering Algorithm. MISC (2020)
Sonia Guehria, Habiba Belleili, Nabiha Azizi, Samir Brahim Belhaouari
"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding. ISDA (2020)
Rim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari
Improved Multi-label Medical Text Classification Using Features Cooperation. IRICT (2020)
Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani, Monther Aldwairi, Nadjette Dendani
Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification. Cogn. Comput. 12 (5) (2020)
Samira Lagrini, Nabiha Azizi, Mohammed Redjimi, Monther Aldwairi
Automatic identification of rhetorical relations among intra-sentence discourse segments in Arabic. Int. J. Intell. Syst. Technol. Appl. 18 (3) (2019)
Nacer Eddine Benzebouchi, Nabiha Azizi, Amira S. Ashour, Nilanjan Dey, R. Simon Sherratt
Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis. J. Exp. Theor. Artif. Intell. 31 (6) (2019)
Samira Lagrini, Nabiha Azizi, Mohammed Redjimi, Monther Aldwairi
Toward an automatic summarisation of Arabic text depending on rhetorical relations. Int. J. Reason. based Intell. Syst. 11 (3) (2019)
Amel Ziani, Nabiha Azizi, Djamel Zenakhra, Soraya Cheriguene, Monther Aldwairi
Combining RSS-SVM with genetic algorithm for Arabic opinions analysis. Int. J. Intell. Syst. Technol. Appl. 18 (1/2) (2019)
Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Amel Ziani
A new hybrid classifier selection model based on mRMR method and diversity measures. Int. J. Mach. Learn. Cybern. 10 (5) (2019)
Nacer Eddine Benzebouchi, Nabiha Azizi, Nacer Eddine Hammami, Didier Schwab, Mohammed Chiheb Eddine Khelaifia, Monther Aldwairi
Authors' Writing Styles Based Authorship Identification System Using the Text Representation Vector. SSD (2019)
Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Djamel Zenakhra, Soraya Cheriguene, Nilanjan Dey, Amira S. Ashour
Robust feature selection algorithm based on transductive SVM wrapper and genetic algorithm: application on computer-aided glaucoma classification. Int. J. Intell. Syst. Technol. Appl. 17 (3) (2018)
Nacer Eddine Benzebouchi, Nabiha Azizi, Monther Aldwairi, Nadir Farah
Multi-classifier system for authorship verification task using word embeddings. ICNLSP (2018)
Hayet Djellali, Akila Djebbar, Nacira Ghoualmi-Zine, Nabiha Azizi
Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection. CIIA (2018)
Samira Lagrini, Mohammed Redjimi, Nabiha Azizi
A Survey of Extractive Arabic Text Summarization Approaches. ICALP (2017)
Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Corina Anca Mnerie, Teodora Olariu, Fuqian Shi
Classifier Ensemble Selection Based on mRMR Algorithm and Diversity Measures: An Application of Medical Data Classification. SOFA (1) (2016)
Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa
Combining Random Sub Space Algorithm and Support Vector Machines Classifier for Arabic Opinions Analysis. ICCSAMA (2015)
Nabiha Azizi, Nawel Zemmal, Mokhtar Sellami, Nadir Farah
A new hybrid method combining genetic algorithm and support vector machine classifier: Application to CAD system for mammogram images. ICMCS (2014)
Nour El Islem Karabadji, Hassina Seridi, Ilyes Khelf, Nabiha Azizi, Ramzi Boulkroune
Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines. Eng. Appl. Artif. Intell. 35 (2014)
Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa
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 (2013)
Nabiha Azizi, Nadir Farah
From static to dynamic ensemble of classifiers selection: Application to Arabic handwritten recognition. Int. J. Knowl. Based Intell. Eng. Syst. 16 (4) (2012)
Nabiha Azizi, Nadir Farah, Abdel Ennaji
New Dynamic Classifiers Selection Approach for Handwritten Recognition. ICANN (2) (2012)
Nabiha Azizi, Nadir Farah
New Dynamic Ensemble of Classifiers Selection approach based on confusion matrix for Arabic Handwritten recognition. ICMCS (2012)
Nabiha Azizi, Nadir Farah, Mokhtar Sellami, Abdel Ennaji
Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition. MCS (2010)