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ORCIDNabiha Azizi
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Journal Articles
- 2024
[j17]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: 100222 (2024)- [j16]Sonia Guehria, Habiba Belleili, Nabiha Azizi, Djamel Zenakhra:
Boosting Multi-Label Classification Performance Through Meta-Model. Int. J. Pattern Recognit. Artif. Intell. 38(1): 2350033:1-2350033:32 (2024) - 2022
- [j15]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): 1-18 (2022) - [j14]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): 1-29 (2022) - [j13]Samira Lagrini, Nabiha Azizi, Mohammed Redjimi:
Exploiting discourse relations to produce Arabic extracts. Int. J. Reason. based Intell. Syst. 14(2/3): 130-143 (2022) - 2021
- [j12]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): 59-68 (2021) - [j11]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): 401-428 (2021) - [j10]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): 12227-12242 (2021) - 2020
- [j9]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): 991-1010 (2020) - 2019
- [j8]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): 152-178 (2019) - [j7]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): 281-302 (2019) - [j6]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): 203-214 (2019) - [j5]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): 841-874 (2019) - [j4]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): 1189-1204 (2019) - 2018
- [j3]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): 310-346 (2018) - 2014
- [j2]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: 71-83 (2014) - 2012
- [j1]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): 279-288 (2012)
Conference and Workshop Papers
- 2023
- [c18]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: 1-6 - 2022
- [c17]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: 65-77 - 2021
- [c16]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: 29-36 - [c15]Atiq ur Rehman, Ashhadul Islam, Nabiha Azizi, Samir Brahim Belhaouari:
Jumping Particle Swarm Optimization. ICICT (2) 2021: 743-753 - 2020
- [c14]Rim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari:
Improved Multi-label Medical Text Classification Using Features Cooperation. IRICT 2020: 61-71 - [c13]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: 478-487 - [c12]Ibtissem Gasmi, Fouzia Anguel, Hassina Seridi-Bouchelaghem, Nabiha Azizi:
Context-Aware Based Evolutionary Collaborative Filtering Algorithm. MISC 2020: 217-232 - 2019
- [c11]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: 371-376 - 2018
- [c10]Hayet Djellali, Akila Djebbar, Nacira Ghoualmi-Zine, Nabiha Azizi:
Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection. CIIA 2018: 93-105 - [c9]Nacer Eddine Benzebouchi, Nabiha Azizi, Monther Aldwairi, Nadir Farah:
Multi-classifier system for authorship verification task using word embeddings. ICNLSP 2018: 1-6 - 2017
- [c8]Samira Lagrini, Mohammed Redjimi, Nabiha Azizi:
A Survey of Extractive Arabic Text Summarization Approaches. ICALP 2017: 159-171 - 2016
- [c7]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: 375-384 - 2015
- [c6]Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa:
Combining Random Sub Space Algorithm and Support Vector Machines Classifier for Arabic Opinions Analysis. ICCSAMA 2015: 175-184 - 2014
- [c5]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: 415-420 - 2013
- [c4]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: 83-95 - 2012
- [c3]Nabiha Azizi, Nadir Farah, Abdel Ennaji:
New Dynamic Classifiers Selection Approach for Handwritten Recognition. ICANN (2) 2012: 189-196 - [c2]Nabiha Azizi, Nadir Farah:
New Dynamic Ensemble of Classifiers Selection approach based on confusion matrix for Arabic Handwritten recognition. ICMCS 2012: 308-313 - 2010
- [c1]Nabiha Azizi, Nadir Farah, Mokhtar Sellami, Abdel Ennaji:
Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition. MCS 2010: 235-244
Parts in Books or Collections
- 2016
- [p1]Soraya Cheriguene, Nabiha Azizi, Nawel Zemmal, Nilanjan Dey, Hayet Djellali, Nadir Farah:
Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms. Applications of Intelligent Optimization in Biology and Medicine 2016: 289-307
Coauthor Index
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