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I. Bouzouita, Liquière, M., and Elloumi, S., Afortiori: an associative classification approach based on covering set method., in International Conference of Formal Concept Analysis ICFCA 2009 - (Supplementary volume) Darmstadt, University of Applied Sciences, Germany, 2009, pp. 51–62.
I. Bouzouita and Elloumi, S., Positive and negative generic classification rules-based classifier, International Journal of Knowledge and Learning, vol. 7, pp. 271–293, 2011.
I. Bouzouita and Elloumi, S., Efficient Generic Association Rules Based Classifier Approach, in Post-Proceedings of 4th International Conference of the Concept Lattices and their Applications (CLA 2006), Springer Verlag, LNAI Vol. 4923., 2008, pp. 170-185.
I. Bouzouita and Elloumi, S., Generic Associative Classification Rules: a comparative study., in International Journal of Advanced Science and Technology., 2011, vol. 33, pp. 69-84.
I. Bouzouita, Elloumi, A., and Liquière, M., Genetic Associative Classification Approach for mining efficient classification rules, in International Conference on Computational Collective Intelligence Technologies and Applications,28–30 November 2012, Ho Chi Minh City, Vietnam., 2012.
I. Bouzouita and Elloumi, S., Etude d'une approche de classification associative pour les bases de données bruitées., in Proceedings of Neuvième Colloque Africain sur la Recherche en Informatique et mathématiques aplliquées (CARI'08), Rabat, Maroc, 2008, pp. 407–414.
I. Bouzouita, Liquière, M., and Elloumi, S., A comparative study of a new associative classification approach for mining rare and frequent classification rules., in Proceedings of International Conference of Information Security and Assurance Communications in Computer and Information Science, January 24-25 2011, Volume 200,(sélectionné pour inclusion dans les Proceedings of International Journal of Advanced Scienc, 2011, pp. 43-52.
I. Bouzouita and Elloumi, S., GARC-M: Generic Association Rules based Classifier Multi-parameterizable, in Proceedings of 4th International Conference of the Concept Lattices and their Applications (CLA'06), Hammamet, Tunisia, 2006.
I. Bouzouita, Liquière, M., and Elloumi, S., An optimized Classification approach based on Cover Set., in Proceedings of Tunisia - Japan Workshop on Symbolic Computation in Software Science (SCSS 2009), Gammarth, Tunisia, 2009, pp. 69–75.
I. Bouzouita, An Optimized Classification Approach Based on Genetic Algorithms Principle, in Recent Advances on Soft Computing and Data Mining - Proceedings of The First International Conference on Soft Computing and Data Mining {(SCDM-2014)} Universiti Tun Hussein Onn Malaysia, Johor, Malaysia, June 16th-18th, 2014, 2014, pp. 431–439.
I. Bouzouita, Elloumi, S., and Ben Yahia, S., Garc: a new associative classification approach, in Proceedings of 8th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2006), Springer-Verlag, LNCS 4081, Krakow, Poland, 2006, pp. 554–565.
I. Bouzouita, Liquière, M., and Elloumi, S., AFortiori: une nouvelle approche de classification associative basée sur la couverture ensembliste., in Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances EGC'09, Strasbourg, 2009.
I. Bouzouita and Elloumi, S., Integrated Generic Association Rules based Classifier, in Proceedings of Eighteenth International Workshop on Database and Expert Systems Applications (DEXA 2007), IEEE Computer Society, Regensburg, Germany, 2007, pp. 514–518.
A. Bouziri, Latiri, C., and Gaussier, É., Expansion de requêtes par apprentissage, in {CORIA} 2016 - Conférence en Recherche d'Informations et Applications- 13th French Information Retrieval Conference. {CIFED} 2016 Colloque International Francophone sur l'Ecrit et le Document, Toulouse, France, March 9-11, 2016, Toulouse, France, March 9, 2016, pp. 267–282.
A. Bouziri, Latiri, C., Gaussier, É., and Belhareth, Y., Learning Query Expansion from Association Rules Between Terms, in {KDIR} 2015 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, part of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management {(IC3K} 2015), Volume 1, Lisb, 2015, pp. 525–530.
I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., Information reliability evaluation: from Arabic storytelling to computer sciences, ACM Journal on Computing and Cultural Heritage (JOCCH), vol. 8, no. 3, p. Article 14, 33 pages, 2015.
I. Bounhas, Lahbib, W., and Elayeb, B., Arabic domain terminology extraction: A literature review, in R. Meersman et al. (Eds.), Proceedings of The 13th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE), Springer-Verlag Berlin Heidelberg, LNCS 8841, Amantea, Italy, 2014, pp. 792–799.
I. Bounhas and Slimani, Y., A hierarchical approach for semi-structured document indexing and terminology extraction, in Proceedings o f the International Conference on Information Retrieval & Knowledge Management,CAMP'2010, Shah-Alam, Malaysia, March 16 – 18, pp. 314-319, 2010, pp. 315–320.
I. Bounhas and Slimani, Y., A SOCIAL APPROACH FOR SEMI-STRUCTURED DOCUMENT MODELING AND ANALYSIS, in Proceedings of the International Conference on Knowledge Management and Information Sharing (KMIS), Madeira, Portugal, October 6 - 8, 2009, pp. 95–102.
I. Bounhas, Slimi, H., and Slimani, Y., L'exploitation des techniques de régression pour l'évaluation de la crédibilité des tweets, in Extraction et Gestion de Connaissances, pp. 327-332, 21-25 janvier, Metz, France, 2019.
I. Bounhas and Slimani, Y., نحو منهجية ومدونة في خدمة المعلوماتية العربية في الواب الاجتماعي الدلالي, المجلة الدولية لعلوم و هندسة الحاسوب, vol. 3, no. 3, pp. 67–80, 2011.
I. Bounhas, On the Usage of a Classical Arabic Corpus as a Language Resource: Related Research and Key Challenges, ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 18, no. 3, p. Article N°23, 2019.
I. Bounhas and Slimani, Y., A hybrid approach for Arabic multi-word term extraction, in Proceedings of the International Conference on Natural Language Processing and Knowledge Engineering, NLP-KE'2009, Dalian, China, September 24-27, pp.429-436, 2009.
I. Bounhas and Ben Guirat, S., KUNUZ: a Multi-purpose Reusable Test Collection for Classical Arabic Document Engineering, in Proceedings of the 16th CS/IEEE International Conference on Computer Systems and Applications (AICSSA), Abu Dhabi, UAE, November 03-07, 2019, Abu Dhabi, UAE, 2019.
I. Bounhas and Slimani, Y., نحو مقاربة شاملة لتحليل وتمثيل الوثائق العربية في الويب الاجتماعي الدلالي, in الندوة الدولية لعلوم و هندسة الحاسوب, Hammamet, Tunisia, May 201-21, pp. 197-210, 2010, pp. 197–210.