Adaptive semi supervised support vector machine semi supervised learning with features cooperation for breast cancer classification N Zemmal, N Azizi, N Dey, M Sellami Journal of Medical Imaging and Health Informatics 6 (1), 53-62, 2016 | 82 | 2016 |
Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines NEI Karabadji, H Seridi, I Khelf, N Azizi, R Boulkroune Engineering Applications of Artificial Intelligence 35, 71-83, 2014 | 57 | 2014 |
Optimized tumor breast cancer classification using combining random subspace and static classifiers selection paradigms S Cheriguene, N Azizi, N Zemmal, N Dey, H Djellali, N Farah Applications of Intelligent Optimization in Biology and Medicine: Current …, 2016 | 45 | 2016 |
Particle swarm optimization based swarm intelligence for active learning improvement: Application on medical data classification N Zemmal, N Azizi, M Sellami, S Cheriguene, A Ziani, M AlDwairi, ... Cognitive Computation 12, 991-1010, 2020 | 41 | 2020 |
A computer-aided diagnosis system for breast cancer using deep convolutional neural networks NE Benzebouchi, N Azizi, K Ayadi Computational Intelligence in Data Mining: Proceedings of the International …, 2019 | 40 | 2019 |
Recommender system through sentiment analysis A Ziani, N Azizi, D Schwab, M Aldwairi, N Chekkai, D Zenakhra, ... 2nd international conference on automatic control, telecommunications and …, 2017 | 40 | 2017 |
Using diversity in classifier set selection for Arabic handwritten recognition N Azizi, N Farah, M Sellami, A Ennaji Multiple Classifier Systems: 9th International Workshop, MCS 2010, Cairo …, 2010 | 39 | 2010 |
Automatic arabic text summarization approaches S Lagrini, M Redjimi, N Azizi International Journal of Computer Applications 164 (5), 31-37, 2017 | 33 | 2017 |
A computer-aided diagnosis system for breast cancer combining features complementarily and new scheme of SVM classifiers fusion N Azizi, Y Tlili-Guiassa, N Zemmal Int J Multimed Ubiquitous Eng 8 (4), 45-58, 2013 | 31 | 2013 |
Automated breast tumor diagnosis using local binary patterns (LBP) based on deep learning classification R Touahri, N AzizI, NE Hammami, M Aldwairi, F Benaida 2019 International Conference on Computer and Information Sciences (ICCIS), 1-5, 2019 | 30 | 2019 |
Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis NE Benzebouchi, N Azizi, AS Ashour, N Dey, RS Sherratt Journal of Experimental & Theoretical Artificial Intelligence 31 (6), 841-874, 2019 | 29 | 2019 |
Multi-classifier system for authorship verification task using word embeddings NE Benzebouchi, N Azizi, M Aldwairi, N Farah 2018 2nd International Conference on Natural Language and Speech Processing …, 2018 | 29 | 2018 |
A new hybrid method combining genetic algorithm and support vector machine classifier: Application to CAD system for mammogram images N Azizi, N Zemmal, M Sellami, N Farah 2014 international conference on multimedia computing and systems (icmcs …, 2014 | 27 | 2014 |
Hybrid artificial bees colony and particle swarm on feature selection H Djellali, A Djebbar, NG Zine, N Azizi Computational Intelligence and Its Applications: 6th IFIP TC 5 International …, 2018 | 26 | 2018 |
A new hybrid system combining active learning and particle swarm optimisation for medical data classification N Zemmal, N Azizi, M Sellami, S Cheriguene, A Ziani International Journal of Bio-Inspired Computation 18 (1), 59-68, 2021 | 25 | 2021 |
SMOTE–ENN-based data sampling and improved dynamic ensemble selection for imbalanced medical data classification M Lamari, N Azizi, NE Hammami, A Boukhamla, S Cheriguene, ... Advances on Smart and Soft Computing: Proceedings of ICACIn 2020, 37-49, 2021 | 24 | 2021 |
Automated classification of mammographic abnormalities using transductive semi supervised learning algorithm N Zemmal, N Azizi, M Sellami, N Dey Proceedings of the Mediterranean Conference on Information & Communication …, 2016 | 24 | 2016 |
Glaucoma diagnosis using cooperative convolutional neural networks NE Benzebouchi, N Azizi, SE Bouziane Int. J. Adv. Electron. Comput. Sci 5 (1), 31-36, 2018 | 23 | 2018 |
CAD system for classification of mammographic abnormalities using transductive semi supervised learning algorithm and heterogeneous features N Zemmal, N Azizi, M Sellami 2015 12th international symposium on programming and systems (isps), 1-9, 2015 | 23 | 2015 |
Arabic handwritten word recognition using classifiers selection and features extraction/selection N Azizi, N Farah, MT Khadir, M Sellami Recent Advances in Intelligent Information Systems, 735-742, 2009 | 23 | 2009 |