Publications

2018:

• “Comparaison of ensemble cost sensitive algorithms in credit scoring prediction". Meryem SAIDI, Mostafa EL HABIB DAHO, Nesma SETTOUTI and Mohammed El Amine BECHAR. In The 3rd Edition of the International Conference on Advanced Aspects of Software Engineering (ICAASE’18) on December 01-02, 2018, Constantine, Algeria.
• "Semi-supervised Super-pixels classification for White Blood Cells segmentation". Mohammed El Amine BECHAR, Nesma SETTOUTI, Mostafa EL HABIB DAHO and Mohammed Amine CHIKH. In the 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS'18), on OCTOBER 24-25, 2018, TEBESSA, ALGERIA
• "Segmentation d’images cytologiques basée sur l’apprentissage en profondeur (deep learning)". Amin KHOUANI, Mostafa EL HABIB DAHO and Mohamed Amine CHIKH. In the 15th Colloque sur l'Optimisation et les Systèmes d'Information (COSI'2018), 22-24 Octobre 2018, ORAN, ALGERIA

2017:

• "Data Editing for semi-supervised Co-Forest by the Local Cut Edge Weight Statistic Graph (CEWS-Co-Forest)". Nesma SETTOUTI, Mohammed Amine Bechar, Mostafa EL HABIB DAHO, Mohammed Amine CHIKH. Proceedings of ACMLIS'17 conference, which will be held on Mai 18-20, 2017, Tetuan, Morocco.
• "An Optimized Semi-supervised Learning Approach for High Dimensional Datasets". Nesma SETTOUTI, Mostafa EL HABIB DAHO, Mohammed Amine Bechar, Mohammed Amine CHIKH. Applying Big Data Analytics in Bioinformatics and Medicine: Medical & Healthcare IS&T Books, IGI Global, July, 2017. ISBN13: 9781522526070, ISBN10: 1522526072, EISBN13: 9781522526087, DOI: 10.4018/978-1-5225-2607-0.
• "Using of Conditional Inference Forest to identify Variable importance". Nesma SETTOUTI, Mostafa EL HABIB DAHO and Mohammed Amine CHIKH. International Journal of Bioinformatics Research and Applications 13(2):95 · January 2017. DOI: 10.1504/IJBRA.2017.10003483.

2016:

• "Dynamic Pruning for Tree-based Ensembles", Mostafa EL HABIB DAHO, Mohammed El Amine LAZOUNI, and Mohammed El Amine CHIKH, 3th African Conference on Research in Computer Science and Applied Mathematics, 11 - 14 October 2016, Tunis, Tunisia.

2015:

• "Croissance de région par classification pixellaire : Application aux images cytologiques". Mohammed Amine BECHAR, Nesma SETTOUTI, Mostafa El HABIB DAHO and Mohammed Amine CHIKH. Systeme Conjoint de Compression et Indexation des Objets Videos: SCCIBOV'2015, December 02-03, 2015, Djillali Liabes University -Faculty of Technology, Sidi Bel Abbes, Algeria.
• “Combining Bootstrapping Samples, Random Subspaces and Random Forests to Build Classifiers” Mostafa EL HABIB DAHO and Mohammed Amine CHIKH. Journal of Medical Imaging and Health Informatics, Volume 5, Number 3, June 2015, pp. 539-544(6).
• "Random forest based classification of medical X-ray images by using a genetic algorithm for feature selection". Imène NEDJAR, Mostafa El HABIB DAHO, Nesma SETTOUTI, Saïd MAHMOUDI and Mohammed Amine CHIKH. Journal of Mechanics in Medicine and Biology 01/2015; 15(02):1540025. DOI:10.1142/S0219519415400254.

2014:

• "An SVM intelligent system for pre-anesthetic examination", Mohammed El Amine LAZOUNI, Nesma SETTOUTI, Mostafa EL HABIB DAHO and Ibrahim KORSO FECIANE, Second World Conference on Complex Systems (WCCS), 2014, Agadir, 2014, pp. 73-78. doi: 10.1109/ICoCS.2014.7060908
• "Identification automatique des facteurs importants qui influent sur le contrôle du diabète en Algérie". Nesma SETTOUTI, Mohammed Amine LAZOUNI, Mohammed El HABIB DAHO and Mohammed Amine CHIKH. Biomedical Engineering International Conference (BIOMEIC'14), 15-16 october 2014, Université de Tlemcen, Algérie.
• "Bagged Nearest Neighbor Classifiers in Semi Supervised Learning". Nesma SETTOUTI, Mohammed Amine BECHAR, Mostafa EL HABIB DAHO, Mohammed Amine LAZOUNI, Mohammed Amine CHIKH. The 19 International Conference on Mechanics in Medecine and Biology (ICMMB'14), September 3-5 2014, Bologna, Italy.
• "Dynamic Pruning For Random Forest". Mostafa El HABIB DAHO, N. SETTOUTI, MA. LAZOUNI and MA. CHIKH. The 19 International Conference on Mechanics in Medecine and Biology (ICMMB'14), September 3-5 2014, Bologna, Italy. ISBN 978-88-901675-1-5.
• "Automatic Detection Of Difficult Tracheal Intubation". MA. LAZOUNI, N. SETTOUTI, M. El HABIB DAHO and MA. CHIKH. The 4th International Conference on Multimedia Computing and Systems (ICMCS'14). April 14-16 2014, Marrakesh, Morocco, Pages: 438 - 443, IEEE Xplore, DOI:10.1109/ICMCS.2014.6911187
• "Weighted vote for trees aggregation in Random Forest". M. El HABIB DAHO, N. SETTOUTI, MA. LAZOUNI and MA. CHIKH. The 4th International Conference on Multimedia Computing and Systems (ICMCS'14). April 14-16 2014, Marrakesh, Morocco, Pages: 453 - 458, IEEE Xplore, DOI:10.1109/ICMCS.2014.6911235
• "Amélioration des Forêts Aléatoires pour une Meilleure Prédiction". M. El HABIB DAHO, N. SETTOUTI, MA. LAZOUNI and MA. CHIKH. International Conference on Artificial Intelligence and Information Technology (ICA2IT). Ouargla, Algeria, March 10-12, 2014.
• "Optimisation des Forêts Aléatoires Floues". N. SETTOUTI, M. El HABIB DAHO, MA. LAZOUNI, A. KOULOUGHLI, S. KALACHE, and MA. CHIKH. The First International Symposium on Informatics and its Applications ISIA'14. M'sila, Algeria, February 25-26, 2014.
• "Étude d'une Forêt Aléatoire à Vote Pondéré". M. El HABIB DAHO, N. SETTOUTI, MA. LAZOUNI and MA. CHIKH. The First International Symposium on Informatics and its Applications ISIA'14. M'sila, Algeria, February 25-26, 2014.

2013:

• “Machine Learning Tool for Automatic ASA Detection”, Mohammed El Amine Lazouni, Nesma Settouti, Mostafa EL HABIB DAHO, Med Amine Chikh and Saïd Mahmoudi. Chapter Book, Modeling Approaches and Algorithms for Advanced Computer Applications, Studies in Computational Intelligence. Springer International Publishing, Volume 488, 2013, pp 9-16.
• "SVM Computer Aided Diagnosis for Anesthetic Doctors". MA. LAZOUNI, M. El HABIB DAHO, N. SETTOUTI and MA. CHIKH. International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol. 2, Issue-5, April 2013 ISSN: 2278-3075
• "Random Forest in Semi Supervised Learning «Co-forest»". N. SETTOUTI, M. El HABIB DAHO, M.A LAZOUNI and MA. CHIKH. The 9th International Workshop on Systems, Signal Processing and their Applications (WoSSPA'13) 12-15 May 2013, Hotel Safir, Mazafran, Algiers, Algeria. DOI:10.1109/WoSSPA.2013.6602385
• "Recognition of Diabetes Disease Using a New Hybrid Learning Algorithm for NEFCLASS". M. EL HABIB DAHO, N. SETTOUTI, M.A LAZOUNI and MA. CHIKH. The 9th International Workshop on Systems, Signal Processing and their Applications (WoSSPA'13) 12-15 May 2013, Hotel Safir, Mazafran, Algiers, Algeria. DOI:10.1109/WoSSPA.2013.6602369
• "Machine Learning Tool for Automatic ASA Detection". MA. LAZOUNI, M. EL HABIB DAHO, N. SETTOUTI, MA. CHIKH and S. MAHMOUDI. Proceedings of the Fourth International Conference on Computer Science and its Applications (CIIA'13), Saida, Algeria, Mai 3-6, 2013. Modeling Approaches and Algorithms for Advanced Computer Applications Studies in Computational Intelligence Volume 488, 2013.

2012:

• “Sélection de Variables Neuronale pour la Reconnaissance du Diabète”, Mostafa EL HABIB DAHO, Anes Bekhti, Med Amine Chikh. , 2ème Journée Doctorale en génie biologique et médical, 23 mai 2012.
• “Conditional Inference Forest for Variables Selection of Medical Data”, Nesma Settouti, Mostafa EL HABIB DAHO, Saidi Meryem and Chikh Med Amine , 2ème Journée Doctorale en génie biologique et médical, 23 mai 2012.
• “Un Système d’aide Au Diagnostic En Anesthésie”, Mohammed El Amine Lazouni, Mostafa EL HABIB DAHO, Med Amine Chikh. 2ème Journée Doctorale en génie biologique et médical, 23 mai 2012.
• “Automatic Rules Extraction Using Particle Swarm Optimization for Diagnosis of Diabetes Disease”, Fayçal Beloufa, Mostafa EL HABIB DAHO and Med Amine Chikh. “Automatic Rules Extraction Using Particle Swarm Optimization for Diagnosis of Diabetes Disease”, Conférence Internationale sur le Traitement de l’Information Multimédia (CITIM’2012), Mascara, Algérie, 09-11 Avril 2012