Publications

Journal Publications

  • Boudchiche, M.; Mazroui, A. 2018A hybrid approach for Arabic lemmatization, Int. J. Speech Technol., 2018, DOI 10.1007/s10772-018-9528-3
  • Ababou, N.; Mazroui, A.; Belahbib, R.; 2017“Parsing Arabic Nominal sentences using context free grammar and fundamental rules of classical grammar”. International Journal of Intelligent Systems and Applications. 9(8). pp. 11-24. DOI: 10.5815/ijisa.2017.08.02
  • Chennoufi, A.; Mazroui, A.; 2017“Morphological, syntactic and diacritics rules for automatic diacritization of Arabic sentences”, Journal of King Saud University – Computer and Information Sciences. 29(2). pp. 156-163. DOI: 10.1016/j.jksuci.2016.06.004
  • Boudchiche, M.; Mazroui, A.; Ould Abdallahi Ould Bebah, M.; Lakhouaja, A.; Boudlal, A.; 2017“AlKhalil Morpho Sys 2: A robust Arabic morpho-syntactic analyzer”, Journal of King Saud University – Computer and Information Sciences. 29(2). pp. 141-146. DOI: 10.1016/j.jksuci.2016.05.002
  • Ababou, N.; Mazroui, A.; 2016. “A hybrid Arabic POS tagging for simple and compound morphosyntactic tags”, International Journal of Speech Technology. 19. pp. 289–302. DOI: 10.1007/s10772-015-9302-8
  • Chennoufi, A.; Mazroui, A.; 2016“Impact of morphological analysis and a large training corpus on the performances of Arabic diacritization”, International Journal of Speech Technology. 19. pp. 269–280. DOI: 10.1007/s10772-015-9313-5
  • Reqqass, M.; Lakhouaja, A.; Mazroui, A.; Atih, I.; 2015. “Amelioration of the Interactive Dictionary of Arabic Language”, International Journal of Computer Science and Applications. 12. pp. 94-107. URL: v12i18
  • Bebah, M.; Chennoufi, A.; Mazroui, A.; Lakhouaja, A.; 2014“Hybrid approaches for automatic vowelization of Arabic texts”, International Journal on Natural Language Computing. 3. pp. 53-71. DOI: 10.5121/ijnlc.2014.3404
  • Mazroui, A.; Kerkour ElMiad, A.; 2014“Recognition of Multifont Isolated Arabic Characters by Bézier Curves”, International Journal of Computer Applications. 100. pp. 1-7. DOI: 10.5120/17526-8101
  • Lamnii, M.; Mazroui, A.; Tijini, A.; 2014. “Raising the approximation order of multivariate quasi-interpolants”, BIT Numerical Mathematics. 54. pp. 749-761.
  • Kerkour ElMiad, A.; Mazroui, A.; 2013. “A Hybrid Multi-Word Terms Extraction System Applied to Topic Detection”, International Journal of Computer Science. 10. pp. 257-263. ISSN (Online): 1694-0784. URL: https://www.ijcsi.org/papers/IJCSI-10-5-2-257-263.pdf
  • Ould Abdallahi Ould Bebah, M.; Meziane, A.; Mazroui, A.; Lakhouaja, A.; Boudlal, A.; 2012“A morpho-statistical approach for automatic diacritization of Arabic texts”, Communications of the Arab Computer Society. 5. URL: DOCX
  • Boudlal, A.; Belahbib, R.; Lakhouaja, A.; Mazroui, A.; Meziane, A.; Bebah, M.;2011“A Markovian Approach for Arabic Root Extraction”, The International Arab Journal of Information Technology. 8. pp. 91-98. URL: PDF
  • Mazroui, A.; Mraoui, A.; Sbibih, D.; Tijini, A.; 2007“A new method for smoothing surfaces and computing Hermite interpolants”, BIT Numerical Mathematics. 47. pp. 613-635.
  • Mazroui, A.; Sbibih, D.; Tijini, A.; 2007“Recursive Computation of Bivariate Hermite Spline Interpolants”, Applied Numerical Mathematics. 57. pp. 962-973.
  • Mazroui, A.; Sbibih, D.; Tijini, A.; 2005“A recursive construction of Hermite interpolants and applications”, Journal of Computational and Applied Mathematics. 183. pp. 67-83.
  • Mazroui, A.; Sbibih, D.; Tijini, A.; 2005“A simple method for smoothing functions and compressing data”, Adv. Comput. Math. 23. pp. 279-297.
  • Mazroui, A.; Sbibih, D.; Tijini, A.; 2003“Ck B-splines with square support on a three direction mesh of the plane”, Numer. Algorithms. 34. pp. 67-84.
  • Mazroui, A.; Sbibih, D.; Tijini, A.; 2003“A recursive method for the construction of tensor product Hermite interpolants”Curve and Surface Design: Saint-Malo 2002, T. Lyche, M.-L.  Mazure, and L. L. Schumaker (eds.), Nashboro Press, Brentwood. pp. 303-314.
  • Mazroui, A.; Sbibih, D.; Tijini, A.; 2003“Hierarchical computation of bivariate Hermite spline interpolants”Curve and Surface Design: Saint-Malo 2002, T. Lyche, M.-L.  Mazure, and L. L. Schumaker (eds.), Nashboro Press, Brentwood. pp. 315-324.
  • Mazroui, A.; Sablonnière, D.; Sbibih, D.; 2002“Existence and construction of H1-splines of class Ck on a three-direction mesh, Adv. Comput. Math. 17. pp. 167-198.
  • Mazroui, A.; Sbibih, D.; 2001“Existence and construction of Δ1-splines of class Ck on a three-direction mesh”. Numer. Algorithms 26. pp. 21-48.

International conferences

M. Boudchiche, A. Mazroui, “Improving the Arabic root extraction by using the quadratic splines”, proceeding of the International Conference on Intelligent Systems and Computer Vision (ISCV 2018), 2-4 April 2018, Fez, Morocco.

M. Boudchiche, A. Mazroui, “Arabic root extraction using continuous quadratic splines”, proceeding of the 6th International Conference on Arabic Language Processing (ICALP 2017), October 11th – 12th 2017, Fez, Morocco.

A. Mazroui, N. Ababou, “Classical Grammar and Context Free Grammar to Parse Arabic Nominal Sentences”, proceeding of the 6th International Conference on Arabic Language Processing (ICALP 2017), October 11th – 12th 2017, Fez, Morocco.

M. Boudchiche, A. Mazroui, “Morphological disambiguation of Arabic texts by quadratic splines”, proceeding of the 7th International Conference on Approximation Methods and Numerical Modelling in Environment and Natural Resources, Oujda, (Morocco), May 17-20, 2017.

M. Boudchiche, A. Mazroui, Evaluation of the Ambiguity Caused by the Absence of Diacritical Marks in Arabic Texts: Statistical Study, in 5th International Conference on Information and Communication Technology and Accessibility, 21-23 December 2015, Marrakesh, Morocco.

A. Mhamdi, A. Mazroui, “Multifont Arabic Character Recognition Using Bézier Curves and Hidden Markov Models”, proceeding of the 7th International Conference on Approximation Methods and Numerical Modelling in Environment and Natural Resources, Oujda, (Morocco), May 17-20, 2017.

I.  Zeroual, M. Boudchiche, A. Mazroui, A.  Lakhouaja, “Developing and performance evaluation of a new Arabic heavy/light stemmer“, In: Proceedings of the second International Conference on Big Data, Cloud and Applications, Tetuan, (Morocco), March 29-30, 2017. ISBN: 978-1-4503-4852-2. DOI: 10.1145/3090354.3090371

M. Boudchiche, A. Mazroui, “Approche hybride pour le développement d’un lemmatiseur pour la langue arabe“, 13th African Conference on Research in Computer Science and Applied Mathematics (CARI’2016), 11th-14th October 2016, Tunis, Tunisia.

M. Boudchiche, A. Mazroui, A., Ould Abdallahi Ould Bebah, M., Lakhouaja, A., Boudlal, A., “AlKhalil Morpho Sys II: A robust Arabic morpho-syntactic analyzer”, In: Proceedings of the 2nd International Conference on Information Technology for Organization Development, Fez, Morocco, March 30 – April 1st, 2016.

M. Boudchiche, A. Mazroui, A., “Evaluation of the Ambiguity Caused by the Absence of Diacritical Marks in Arabic Texts: Statistical Study, in 5th International Conference on Information and Communication Technology and Accessibility, 21-23 December 2015, Marrakesh, Morocco.

A. Mazroui, N. Ababou, “A Morphological Analysis and Smoothing Techniques to Improve a Statistical POS Tagger for Arabic Language “, proceeding of the 15th International Arab Conference on Information Technology (ACIT’14), 09-11 December 2014, Nizwa, Soltanat Oman.

A. Mazroui, Aissa Kerkour El Miad, ” Bézier curves to recognize multi-font Arabic isolated characters “, proceeding of the 15th International Arab Conference on Information Technology (ACIT’14), 09-11 December 2014, Nizwa, Soltanat Oman.

A. Chennoufi, A. Mazroui, “Apport de la deuxième version de l’Analyseur AlKhalil Morpho Sys dans la Voyellation Automatique des Textes Arabes“, proceeding de la 5ème conférence internationale sur le traitement automatique de la langue arabe (CITLA’2014), Oujda, Maroc, 26-27 novembre 2014.

A. Mazroui, A. Chennoufi, “Méthodes de lissage d’une approche morpho-statistique pour la voyellation automatique des textes arabes“, proceeding du 21ème Traitement Automatique des Langues Naturelles, Marseille, France, 01-04 juillet 2014 (TALN 2014), pp. 443-448.

A. Mazroui, N. Ababou, “Etiquetage morphosyntaxique automatique de la langue arabe“, proceeding of the 9th International Conference on Intelligent Systems: Théories and Applications (SITA’14), 07-08 May 2014, Rabat, Morocco.

M. Reqass, A. Lakhouaja, A. Mazroui, I. ATIH, “Amélioration du Dictionnaire Interactif de la Langue Arabe“, proceeding of the 9th International Conférence on Intelligent Systems: Théories and Applications (SITA’14), 07-08 May 2014, Rabat, Morocco.

M. Ould Abdallahi Ould Bebah, A. Mazroui, A. Lakhouaja, A. Chennoufi, “Approche morpho-statistique pour la voyellation automatique des textes arabes“, proceeding of the 8th International Conference on Intelligent Systems: Theories and Applications, Rabat (Morocco), May 08-09 2013.

A. Mazroui, A. Meziane, “language of instruction and development: statistical study“, proceeding of the International Conference on Student and training assessment in higher education: models in use and key challenges, Oujda (Morocco), April 24-25, 2012.

A. Mazroui, L. Roubi, A. Kaaouachi, M. Belkasmi, “Profile of graduates of the University of Mohammed First: The first results of the survey GrInsA“, proceeding of the International Conference on Student and training  assessment in higher education: models in use and key challenges, Oujda (Morocco), April 24-25, 2012.

A. Mazroui, Aissa Kerkour El Miad, “A system for Arabic handwritten digit recognition”, proceeding of the 4th International Conference on Approximation Methods and Numerical Modelling in Environment and Natural Resources, Saidia (Morocco), May 23-26, 2011.

A. Mazroui, Aissa Kerkour El Miad, “Handwritten Arabic characters modeling by Bézier curves for recognition””, proceeding of the 4th International Conference on Approximation Methods and Numerical Modeling in Environment and Natural Resources, Saidia (Morocco), May 23-26, 2011.

A. Mazroui, A. Lakhouaja, A. Meziane, M. Ould Abdallahi Ould Bebah, A. Boudlal, “A morpho-statistical approach for automatic diacritization of Arabic texts“, proceeding of the “6th International Computing Conference in Arabic Information Technology”, Riyadh (Saudi Arabia), 31 May-2 June 2011.

A. Mazroui, A. Lakhouaja, A. Meziane, M. Ould Abdallahi Ould Bebah, A. Boudlal, M. Shoul, Alkhalil Morpho Sys1“, proceeding of the International Arab Conference on Information Technology, Benghazi (libya), 14-16 December 2010.

A. Mazroui, A. Meziane, a statistical study on the relationship between language of teaching, national languages and development“, proceeding of the 8th Pedagogical days: language of teaching and teaching languages, Marrakech (Morocco), 24-25 November 2010.

A. Mazroui, A. Lakhouaja, A. Meziane, M. Ould Abdallahi Ould Bebah, A. Boudlal, M. Shoul, Alkhalil Morpho Sys“, proceeding of the 6th International Computing Conference in Arabic Information Technology, Hammamat (Tunisie), 19-21 May 2010.

A. Mazroui, M. Lamnii, A. Tijini, “Blossoms to raising the degree of multivariate approximation, proceeding of the New trends in approximation, Oujda, (Morocco) 27-28 October 2009.

A. Mazroui, M. Lamnii, A. Tijini, “C1 spline quasi-interpolant of degree ≥ 2 based on a quadratic box-spline defined on a uniform criss-cross partition, proceeding of the New trends in approximation, Oujda, (Morocco) 27-28 October 2009.

A. Mazroui, A. Boudlal, R. Belhbib, A. Lakhouaja, A. Meziane, M. Ould Abdallahi Ould Bebah, “markovian An approach for Arabic root extraction“, proceeding of the International Arab Conference on Information Technology, Hammamat (Tunisie), 16-18 December 2008.

A. Mazroui, A. Boudlal, R. Belhbib, A. Lakhouaja, A. Meziane, M. Ould Abdallahi Ould Bebah, “A Morphological Analyzer for Unvoweled Arabic Words“, proceeding of the Information and Communication Technologies International Symposium (ICTIS’07), Fez (Morocco) 3-5 April 2007.

A. Mazroui, A. Mraoui, D. Sbibih, A. Tijini, “A new method for smoothing curves and surfaces and applications“, proceeding of The First International Conference of Mathematics, Aleppo (Syria), 19-21 December 2006.

A. Mazroui, A. Boudlal, R. Belhbib, A. Lakhouaja, A. Meziane, M. Ould Abdallahi Ould Bebah, “Développement d’un analyseur morphologique des mots arabes non voyellés“, Actes du Colloque International sur l’Informatique et ses Applications IA2006, Oujda 2006, pp 293-297.

A. Mazroui, A. Boudlal, A. Lakhouaja, A. Meziane, A. Serghini, “Réalisation d’un conjugueur automatique des verbes arabes“, Actes du Colloque Arabic Language Processing JETALA 2006, Rabat 2006, pp 97-103.

A. Mazroui, D. Sbibih, “Existance et construction de B-splines à support simple sur des schémas à  trois directions“, in proceedings of the de Sixième Journées d’analyse Numérique et Optimisation, Casablanca, Mars 2000.

A. Mazroui, D. Sbibih, “Construction de B-splines à support régulier“, in proceeding of: Premières Journées Internationales sur les Méthodes Numériques Appliquées à l’Ingenierie, Fes, Octobre 1999.

A. Mazroui, D. Sbibih, “Etude de quelques espaces de fonctions splines“, in proceeding of: Vème Journées d’Analyse Numérique et Optimisation, Kenitra, Avril 1998.

A. Mazroui, D. Sbibih, “Un algorithme de calcul des B-splines à deux variables sur une triangulation uniforme du plan“, in proceeding of: Premières Journées sur le Parallélisme, Oujda, Novembre 1996.

A. Mazroui, P. Priouret, “Etude des modèles de régression à paramètre dépendant du temps“, in proceeding of: Premières Journées de Mathématiques appliquées. Rabat, Juillet 1992.

National conferences

M. Boudchiche, A. Mazroui, Enrichissement du corpus Nemlar par l’étiquette lexicale lemme, Journée d’étude “Ressources langagières de l’arabe pour le TAL : construction, standardisation, gestion et exploitation”, 26 Novembre 2015, Rabat, Maroc.

I. Zeroual, M. Boudchiche, A. Mazroui, A. Lakhouaja, “Improving Arabic light stemming algorithm using linguistic resources“, Second national day of Arabic language engineering (JDILA’2015), Fez (Morocco), 28-29 October 2015.

A. Mazroui, M. Boudchiche, M. Ould Abdallahi Ould Bebah, A. Lakhouaja, “The morphological analyzer Alkhalil Morpho Sys2“, First national day of Arabic language engineering (JDILA’2014), Rabat (Morocco), February 2014.

A. Mazroui, N. Ababou, “Morphosyntactic tagging of Arabic Language“, First national day of Arabic language engineering (JDILA’2014), Rabat (Morocco), February 2014.

A. Mazroui, A. Chennoufi, “Towards an automatic diacritizer of Arabic classical texts“, First national day of Arabic language engineering (JDILA’2014), Rabat (Morocco), February 2014.

Other publications

عبد الحق لخواجة، عز الدين مزروعي، محمد رقاس، محمد ولد عبد الله ولد بباه، ” التصميم الحاسوبي للجذاذة والمدونة“، نحو معجم تاريخي للغة العربية، المركز العربي للأبحاث ودراسة السياسات، الدوحة، قطر، أبريل 2014، ص. 369-404

عز الدين مزروعي، عبد الحق لخواجة، محمد رقاس، محمد ولد عبد الله ولد بباه، ” البرامج الحاسوبية المستخدمة في بناء المدونات المعجمية وتدبيرها: دراسة تقويمية “، نحو معجم تاريخي للغة العربية، المركز العربي للأبحاث ودراسة السياسات، الدوحة، قطر، أبريل 2014، ص. 405-428.

محمد ولد عبد الله ولد بباه، عز الدين مزروعي، عبد الحق لخواجة، عبد الوافي مزيان، شنوفي أمين، مقاربة جديدة للتشكيل الآلي باستخدام برنامج الخليل للتحليل الصرفي“، اللسان العربي، المنظمة العربية للتربية والثقافة والعلوم، 2013، ص. 19-49.