Personal information

Other IDs

Scopus Author ID: 36020058100
ResearcherID: G-4139-2013

Activities

Collapse all

Employment (1)

Université Badji Mokhtar Annaba: Annaba, DZ

2003-12-31 to present | assistant professor (computer science)
Employment
Source: Self-asserted source
nabiha azizi

Works (44)

Jumping Particle Swarm Optimization

Lecture Notes in Networks and Systems
2022 | Book
DOI: 10.1007/978-981-16-2380-6_65
EID:

2-s2.0-85116001486

Part of ISSN: 23673389 23673370
Contributors: Ur Rehman, A.; Islam, A.; Azizi, N.; Belhaouari, S.B.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

A new hybrid system combining active learning and particle swarm optimisation for medical data classification

International Journal of Bio-Inspired Computation
2021 | Journal article
DOI: 10.1504/IJBIC.2021.117427
EID:

2-s2.0-85114640219

Part of ISSN: 17580374 17580366
Contributors: Zemmal, N.; Azizi, N.; Sellami, M.; Cheriguene, S.; Ziani, A.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Context-Aware Based Evolutionary Collaborative Filtering Algorithm

2021 | Book chapter
DOI: 10.1007/978-3-030-58861-8_16
Contributors: Ibtissem Gasmi; Fouzia Anguel; Hassina Seridi-Bouchelaghem; Nabiha Azizi
Source: check_circle
Crossref

Deceptive Opinions Detection Using New Proposed Arabic Semantic Features

Procedia CIRP
2021 | Conference paper
DOI: 10.1016/j.procs.2021.05.067
EID:

2-s2.0-85112421998

Part of ISSN: 22128271
Contributors: Ziani, A.; Azizi, N.; Schwab, D.; Zenakhra, D.; Aldwairi, M.; Chekkai, N.; Zemmal, N.; Salah, M.H.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Enhanced context-aware recommendation using topic modeling and particle swarm optimization

Journal of Intelligent and Fuzzy Systems
2021 | Journal article
DOI: 10.3233/JIFS-210331
EID:

2-s2.0-85111102042

Part of ISSN: 18758967 10641246
Contributors: Gasmi, I.; Azizi, M.W.; Seridi-Bouchelaghem, H.; Azizi, N.; Belhaouari, S.B.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Improved Multi-label Medical Text Classification Using Features Cooperation

Lecture Notes on Data Engineering and Communications Technologies
2021 | Book chapter
DOI: 10.1007/978-3-030-70713-2_7
EID:

2-s2.0-85105425323

Part of ISSN: 23674520 23674512
Contributors: Chaib, R.; Azizi, N.; Zemmal, N.; Schwab, D.; Belhaouari, S.B.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Multi source retinal fundus image classification using convolution neural networks fusion and Gabor-based texture representation

International Journal of Computational Vision and Robotics
2021 | Journal article
DOI: 10.1504/IJCVR.2021.116557
EID:

2-s2.0-85111560643

Part of ISSN: 1752914X 17529131
Contributors: Touahri, R.; Azizi, N.; Hammami, N.E.; Aldwairi, M.; Benzebouchi, N.E.; Moumene, O.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

SMOTE–ENN-Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification

Advances on Smart and Soft Computing
2021 | Book chapter
DOI: 10.1007/978-981-15-6048-4_4
Part of ISBN: 9789811560477
Part of ISBN: 9789811560484
Part of ISSN: 2194-5357
Part of ISSN: 2194-5365
Source: Self-asserted source
nabiha azizi

Techniques and trends for fine-grained opinion mining and sentiment analysis: Recent survey

Recent Advances in Computer Science and Communications
2020 | Journal article
DOI: 10.2174/2213275912666181227144256
EID:

2-s2.0-85086141359

Part of ISSN: 26662566 26662558
Contributors: Bouras, D.; Amroune, M.; Bendjenna, H.; Azizi, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification

Cognitive Computation
2020-09 | Journal article
DOI: 10.1007/s12559-020-09739-z
Part of ISSN: 1866-9956
Part of ISSN: 1866-9964
Source: Self-asserted source
nabiha azizi

A Computer-Aided Diagnosis System for Breast Cancer Using Deep Convolutional Neural Networks

Advances in Intelligent Systems and Computing
2019 | Book
DOI: 10.1007/978-981-10-8055-5_52
EID:

2-s2.0-85049366799

Part of ISSN: 21945357
Contributors: Benzebouchi, N.E.; Azizi, N.; Ayadi, K.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

A new hybrid classifier selection model based on mRMR method and diversity measures

International Journal of Machine Learning and Cybernetics
2019 | Journal article
DOI: 10.1007/s13042-018-0797-6
EID:

2-s2.0-85064956820

Part of ISSN: 1868808X 18688071
Contributors: Cheriguene, S.; Azizi, N.; Dey, N.; Ashour, A.S.; Ziani, A.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Automatic identification of rhetorical relations among intra-sentence discourse segments in Arabic

International Journal of Intelligent Systems Technologies and Applications
2019 | Journal article
DOI: 10.1504/IJISTA.2019.099345
EID:

2-s2.0-85065124253

Part of ISSN: 17408873 17408865
Contributors: Lagrini, S.; Azizi, N.; Redjimi, M.; Dwairi, M.A.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Combining RSS-SVM with genetic algorithm for Arabic opinions analysis

International Journal of Intelligent Systems Technologies and Applications
2019 | Journal article
DOI: 10.1504/IJISTA.2019.097754
EID:

2-s2.0-85061301010

Part of ISSN: 17408873 17408865
Contributors: Ziani, A.; Azizi, N.; Zenakhra, D.; Cheriguene, S.; Aldwairi, M.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Toward an automatic summarisation of Arabic text depending on rhetorical relations

International Journal of Reasoning-based Intelligent Systems
2019 | Journal article
DOI: 10.1504/IJRIS.2019.102533
EID:

2-s2.0-85073348217

Part of ISSN: 17550564 17550556
Contributors: Lagrini, S.; Azizi, N.; Redjimi, M.; Al Dwairi, M.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

An Enhanced Feature Selection Approach based on Mutual Information for Breast Cancer Diagnosis

2019 6th International Conference on Image and Signal Processing and their Applications (ISPA)
2019-11 | Conference paper
DOI: 10.1109/ispa48434.2019.8966803
ISBN: 9781728131566
Source: Self-asserted source
nabiha azizi

Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis

Journal of Experimental & Theoretical Artificial Intelligence
2019-11-02 | Journal article
DOI: 10.1080/0952813X.2019.1653383
Contributors: Nacer Eddine Benzebouchi; Nabiha Azizi; Amira S. Ashour; Nilanjan Dey; R. Simon Sherratt
Source: check_circle
Crossref

Automated Breast Tumor Diagnosis Using Local Binary Patterns (LBP) Based on Deep Learning Classification

2019 International Conference on Computer and Information Sciences (ICCIS)
2019-04 | Conference paper
DOI: 10.1109/iccisci.2019.8716428
ISBN: 9781538681251
Source: Self-asserted source
nabiha azizi

A survey of extractive arabic text summarization approaches

Communications in Computer and Information Science
2018 | Book
DOI: 10.1007/978-3-319-73500-9_12
EID:

2-s2.0-85041117197

Part of ISSN: 18650929
Contributors: Lagrini, S.; Redjimi, M.; Azizi, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Classifier ensemble selection based on mRMR algorithm and diversity measures: An application of medical data classification

Advances in Intelligent Systems and Computing
2018 | Book
DOI: 10.1007/978-3-319-62521-8_32
EID:

2-s2.0-85029528458

Part of ISSN: 21945357
Contributors: Cheriguene, S.; Azizi, N.; Dey, N.; Ashour, A.S.; Mnerie, C.A.; Olariu, T.; Shi, F.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection

IFIP Advances in Information and Communication Technology
2018 | Book
DOI: 10.1007/978-3-319-89743-1_9
EID:

2-s2.0-85046547643

Part of ISSN: 18684238
Contributors: Djellali, H.; Djebbar, A.; Zine, N.G.; Azizi, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Robust feature selection algorithm based on transductive SVM wrapper and genetic Algorithm: Application on computer-aided glaucoma classification

International Journal of Intelligent Systems Technologies and Applications
2018 | Journal article
DOI: 10.1504/IJISTA.2018.094018
EID:

2-s2.0-85051766734

Part of ISSN: 17408873 17408865
Contributors: Zemmal, N.; Azizi, N.; Sellami, M.; Zenakhra, D.; Cheriguene, S.; Dey, N.; Ashour, A.S.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Adaptative S3VM semi supervised learning with features cooperation for breast cancer classification

Journal of Medical Imaging and Health Informatics
2016 | Journal article
DOI: 10.1166/jmihi.2016.1751
EID:

2-s2.0-84988358568
Contributors: Zemmal, N.; Azizi, N.; Dey, N.; Sellami, M.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Adaptive semi supervised support vector machine semi supervised learning with features cooperation for breast cancer classification

Journal of Medical Imaging and Health Informatics
2016 | Journal article
DOI: 10.1166/jmihi.2016.1591
EID:

2-s2.0-84959282271
Contributors: Nawel, Z.; Nabiha, A.; Nilanjan, D.; Mokhtar, S.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Automated classification of mammographic abnormalities using transductive semi supervised learning algorithm

Lecture Notes in Electrical Engineering
2016 | Book
DOI: 10.1007/978-3-319-30298-0_73
EID:

2-s2.0-84964067793
Contributors: Zemmal, N.; Azizi, N.; Sellami, M.; Dey, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Ensemble classifiers construction using diversity measures and random subspace algorithm combination: Application to glaucoma diagnosis

Studies in Computational Intelligence
2016 | Book chapter
DOI: 10.1007/978-3-319-33793-7_6
EID:

2-s2.0-84990045007

Part of ISSN: 1860949X
Contributors: Cheriguene, S.; Azizi, N.; Dey, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Optimized tumor breast cancer classification using combining random subspace and static classifiers selection paradigms

Intelligent Systems Reference Library
2016 | Book
DOI: 10.1007/978-3-319-21212-8_13
EID:

2-s2.0-84937485089
Contributors: Cheriguene, S.; Azizi, N.; Zemmal, N.; Dey, N.; Djellali, H.; Farah, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Statistical methods for managing missing data: Application to medical diagnosis

Studies in Computational Intelligence
2016 | Book chapter
DOI: 10.1007/978-3-319-33793-7_16
EID:

2-s2.0-84990050181

Part of ISSN: 1860949X
Contributors: Guessoum, S.; Zaayout, H.; Azizi, N.; Dendani, N.; Djellali, H.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Two Stages Feature Selection Based on Filter Ranking Methods and SVMRFE on Medical Applications

Lecture Notes in Networks and Systems
2016 | Book chapter
DOI: 10.1007/978-3-319-33410-3_20
EID:

2-s2.0-85106801445

Part of ISSN: 23673389 23673370
Contributors: Djellali, H.; Zine, N.G.; Azizi, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

CAD system for classification of mammographic abnormalities using transductive semi supervised learning algorithm and heterogeneous features

12th International Symposium on Programming and Systems, ISPS 2015
2015 | Conference paper
DOI: 10.1109/ISPS.2015.7244993
EID:

2-s2.0-84957990880
Contributors: Zemmal, N.; Azizi, N.; Sellami, M.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Combining random sub space algorithm and support vector machines classifier for Arabic Opinions Analysis

Advances in Intelligent Systems and Computing
2015 | Book
DOI: 10.1007/978-3-319-17996-4_16
EID:

2-s2.0-84942599968
Contributors: Ziani, A.; Azizi, N.; Guiyassa, Y.T.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Multi-stage dynamic ensemble selection using heterogeneous learning algorithms: Application on classification problems

International Journal of Knowledge Management Studies
2015 | Journal article
DOI: 10.1504/IJKMS.2015.071648
EID:

2-s2.0-84941961234
Contributors: Azizi, N.; Farah, N.; Khadir, M.T.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Recommender system for sports articles based on Arabic opinions polarity detection with a hybrid approach RSS-SVM

3rd International Conference on Control, Engineering and Information Technology, CEIT 2015
2015 | Conference paper
DOI: 10.1109/CEIT.2015.7233152
EID:

2-s2.0-84960155406
Contributors: Ziani, A.; Azizi, N.; Guiassa, Y.T.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

A new hybrid method combining genetic algorithm and support vector machine classifier: Application to CAD system for mammogram images

International Conference on Multimedia Computing and Systems -Proceedings
2014 | Conference paper
DOI: 10.1109/ICMCS.2014.6911285
EID:

2-s2.0-84928732500
Contributors: Azizi, N.; Zemmal, N.; Sellami, M.; Farah, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines

Engineering Applications of Artificial Intelligence
2014 | Journal article
DOI: 10.1016/j.engappai.2014.06.010
EID:

2-s2.0-84906097068
Contributors: Karabadji, N.E.I.; Seridi, H.; Khelf, I.; Azizi, N.; Boulkroune, R.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

A computer-aided diagnosis system for breast cancer combining features complementarily and new scheme of SVM classifiers fusion

International Journal of Multimedia and Ubiquitous Engineering
2013 | Journal article
EID:

2-s2.0-84881082896
Contributors: Azizi, N.; Tlili-Guiassa, Y.; Zemmal, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Kernel based classifiers fusion with features diversity for breast masses classification

2013 8th International Workshop on Systems, Signal Processing and Their Applications, WoSSPA 2013
2013 | Conference paper
DOI: 10.1109/WoSSPA.2013.6602347
EID:

2-s2.0-84885393015
Contributors: Azizi, N.; Zemmal, N.; Guiassa, Y.T.; Farah, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

From static to dynamic ensemble of classifiers selection: Application to Arabic handwritten recognition

International Journal of Knowledge-Based and Intelligent Engineering Systems
2012 | Journal article
DOI: 10.3233/KES-2012-00249
EID:

2-s2.0-84872348832
Contributors: Azizi, N.; Farah, N.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

New dynamic classifiers selection approach for handwritten recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
DOI: 10.1007/978-3-642-33266-1_24
EID:

2-s2.0-84867684090
Contributors: Azizi, N.; Farah, N.; Ennaji, A.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

New dynamic ensemble of classifiers selection approach based on confusion matrix for Arabic handwritten recognition

Proceedings of 2012 International Conference on Multimedia Computing and Systems, ICMCS 2012
2012 | Conference paper
DOI: 10.1109/ICMCS.2012.6320200
EID:

2-s2.0-84869774400
Contributors: Nabiha, A.; Nadir, F.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Ensemble classifier construction for Arabic handwritten recongnition

7th International Workshop on Systems, Signal Processing and their Applications, WoSSPA 2011
2011 | Conference paper
DOI: 10.1109/WOSSPA.2011.5931470
EID:

2-s2.0-79960930681
Contributors: Azizi, N.; Farah, N.; Sellami, M.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Off-line handwritten word recognition using ensemble of classifier selection and features fusion

Journal of Theoretical and Applied Information Technology
2010 | Journal article
EID:

2-s2.0-78650226628
Contributors: Azizi, N.; Farah, N.; Sellami, M.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Using diversity in classifier set selection for Arabic handwritten recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
DOI: 10.1007/978-3-642-12127-2-24
EID:

2-s2.0-77952046018
Contributors: Azizi, N.; Farah, N.; Sellami, M.; Ennaji, A.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier

Classifiers Selection and features extraction / selection for Arabic handwritten word recognition

International Review on Computers and Software
2009 | Journal article
EID:

2-s2.0-69149102176
Contributors: Nabiha, A.; Mokhtar, S.
Source: Self-asserted source
nabiha azizi via Scopus - Elsevier
How many people are using ORCID?