Publications

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Book Chapter
S. Ben Guirat, Bounhas, I., and Slimani, Y., Combining indexing units for arabic information retrieval, in Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications, 4 vol., IGI Global, 2018, pp. 671-685.
B. Elayeb, Bounhas, I., Ben Khiroun, O., and Ben Saoud, N., Combining Semantic Query Disambiguation and Expansion to Improve Intelligent Information Retrieval, in Duval B., van den Herik J., Loiseau S., and Filipe J. (eds.), ICAART 2014 Revised Selected papers, LNAI 8946, Springer International Publishing Switzerland, pp. 280-295., 2015.
Conference Paper
N. Soudani, Bounhas, I., and Ben Babiss, S., Ambiguity Aware Arabic Document Indexing and Query Expansion: a Morphological Knowledge Learning-based Approach, in Proceedings of the 31st International Florida Artificial Intelligence Research Society (FLAIRS-31) Conference , May 21-23, 2018, Florida, USA, 2018.
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.
R. Ayed, Bounhas, I., Elayeb, B., Evrard, F., and Ben Saoud, N., Arabic Morphological Analysis and Disambiguation Using a Possibilistic Classifier, in Proceedings of the 9th International Conference on Intelligent Computing Theories and Technology, ICIC'2012, Huangshan, China, July 25-29, 2012, pp. 274–279.
W. Lahbib, Bounhas, I., and Slimani, Y., Arabic Terminology Extraction and Enrichment based on Domain-Specific Text Mining, in Proceedings of The 27th International Conference on Tools with Artificial Intelligence,November 9-11, 2015, Vietri sul Mare, Italy, 2015.
W. Lahbib, Bounhas, I., and Elayeb, B., Arabic-English domain terminology extraction from aligned corpora, 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. 745–759.
W. Lahbib, Bounhas, I., and Slimani, Y., Comparative study of word embedding models for Arabic terminology extraction, in Applied Computing conference, pp. 245-252, Budapest, Hungary, 2018.
K. Faidi, Ayed, R., Bounhas, I., and Elayeb, B., Comparing Arabic NLP tools for Hadith Classification, in Proceedings of The Second International Conference on Islamic Applications in Computer Science and Technologies (IMAN), Amman, Jordan, October 1-3, 2014.
S. Houissa, Bounhas, I., and Oueslati, S., De l'usage et la production de l'IST à la publication en libre accès: implication des chercheurs de l'UMA, in Proceedings of the 1st International conference on Open Access and scientific research: towards new values, ICOA'2014, Tunis, Tunisia, November 27-28, 2014.
I. Bounhas and Slimani, Y., Désambiguisation de textes Arabes pour l'extraction des syntagmes nominaux: l'apport de la structure des documents, in Actes du 10ème Colloque Africain sur la Recherche en Informatique et en Mathématiques Appliquées, Yamoussoukro, Côte d'Ivoire, Ocrober 18 – 21, pp. 93-100, 2010, pp. 93–100.
S. Ben Guirat, Bounhas, I., and Slimani, Y., Enhancing Hybrid Indexing for Arabic Information Retrieval, in 32nd International Symposium, ISCIS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 20-21, 2018, Proceedings, Poznan, Poland, 2018.
R. Ayed, Bounhas, I., Elayeb, B., Ben Saoud, N., and Evrard, F., Evaluation d’une approche possibiliste pour la désambiguısation des textes arabes, in Actes de TALN’2014 – Traitement Automatique des Langue Naturelles, Marseille, France, July 1-4, 2014, pp. 316–327.
I. Bounhas, Lahbib, W., and Elayeb, B., Extraction de terminologies en langue Arabe: un état de l'art, in Actes des 5èmes journées Francophones sur les Ontologies,Hammamet, Tunisie, November 14-16, pp. 271-282, 2014.
N. Soudani, Bounhas, I., Elayeb, B., and Slimani, Y., A Generic Normalization Approach of Arabic Dictionaries for Arabic Word Sense Disambiguation, in Actes des 5èmes journées Francophones sur les Ontologies,Hammamet, Tunisie, November 14-16, pp. 309-315 , 2014.
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 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.
W. Lahbib, Bounhas, I., Elayeb, B., Evrard, F., and Slimani, Y., A Hybrid Approach for Arabic Semantic Relation Extraction, in Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, FLAIRS'2013, St. Pete Beach, Florida. May 22-24, 2013.
N. Soudani, Bounhas, I., and Slimani, Y., A hybrid approach for standardized Dictionary-based knowledge extraction for Arabic morpho-semantic retrieval, in Proceedings of the 2nd IEEE International Workshop on Arabic and derived Script Analysis and Recognition (ASAR 2018), March 12-14 2018, London, UK, 2018.
S. Ben Guirat, Bounhas, I., and Slimani, Y., A Hybrid Model for Arabic Document Indexing, in 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2016), May 30 - June 1, 2016 Shanghai China, 2016.
R. Ayed, Bounhas, I., Elayeb, B., Ben Saoud, N., and Evrard, F., Improving Arabic Texts Morphological Disambiguation Using a Possibilistic Classifier, in Natural Language Processing and Information Systems - Proceedings of The 19th International Conference on Applications of Natural Language to Information Systems, NLDB'2014, Montpellier, France, June 18-20, 2014, 2014, pp. 138–147.
O. Ben Khiroun, Elayeb, B., Bounhas, I., Evrard, F., and Ben Saoud, N., Improving Query Expansion by Automatic Query Disambiguation in Intelligent Information Retrieval, in Proceedings of ICAART'2014 - the 6th International Conference on Agents and Artificial Intelligence, Volume 1, ESEO, Angers, Loire Valley, France, March 6-8, 2014, pp. 153–160.
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.
N. Soudani, Bounhas, I., Elayeb, B., and Slimani, Y., An LMF-based Normalization approach of Arabic Islamic dictionaries for Arabic Word Sense Disambiguation: application on hadith, in The Second International Conference on Islamic Applications in Computer Science and Technologies (IMAN), Amman, Jordan, October 1-3 (publihed in The International Journal on Islamic Applications in Computer Science And Technology, vol. 3, no. 2, pp 10-18), 2014.
W. Lahbib, Bounhas, I., and Slimani, Y., A Possibilistic approach for Arabic domain terminology extraction and translation, in International Symposium on Computer and Information Sciences, pp. 231-238, Poznan, Poland, 2018.

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