1) Berrichi, S., Mazroui, A., A Word Alignment Study to Improve the Reliability of the Statistical and Neural Translation System. In The International Journal of Networking and Virtual Organisations (Under press)
2) Berrichi, S., Mazroui, A., Addressing Limited Vocabulary and Long Sentences Constraints in English–Arabic Neural Machine Translation. Arabian Journal for Science and Engineering (2021). https://doi.org/10.1007/s13369-020-05328-2
3) Touahri, I., Mazroui, A., “Enhancement of a multi-dialectal sentiment analysis system by the detection of the implied sarcastic features.” Knowledge-Based Systems (2021): 107232.
4) Touahri, I., Mazroui, A., “Deep analysis of an Arabic sentiment classification system based on lexical resource expansion and custom approaches building”. Int J Speech Technol (2020). https://doi.org/10.1007/s10772-020-09758-z.
5) M. Boudchiche and A. Mazroui, Spline functions for Arabic morphological disambiguation, Applied Computing and Informatics, https://doi.org/10.1016/j.aci.2020.02.002.
6) Touahri, I., Mazroui, A., Studying the effect of characteristic vector alteration on Arabic sentiment classification. Journal of King Saud University-Computer and Information Sciences, 2019, https://doi.org/10.1016/j.jksuci.2019.04.011.
7) M. Boudchiche, A. Mazroui, “A hybrid approach for Arabic lemmatization”, Int. J. Speech Technol., 2018, DOI 10.1007/s10772-018-9528-3.
8) N. Ababou, A. Mazroui, “Parsing Arabic Nominal sentences using context free grammar and fundamental rules of classical grammar”, I. J. Intelligent Systems and Applications, 2017, 8, 11-24, DOI:10.5815/ijisa.2017.08.02.
9) Chennoufi, A, Mazroui, A., “Morphological, Syntactic and Diacritics Rules for Automatic Diacritization of Arabic Sentences”, Journal of King Saud University – Computer and Information Sciences, 2017, vol. 29, no 2, p. 156–163.
10) Boudchiche, M., Mazroui, A., Ould Abdallahi Ould Bebah, M., Lakhouaja, A., Boudlal, A., “AlKhalil Morpho Sys 2: A robust Arabic morpho-syntactic analyzer”, Journal of King Saud University – Computer and Information Sciences, 2017, vol. 29, no 2, p. 141-146.
11) A. Chennoufi, A. Mazroui, “Impact of morphological analysis and a large training corpus on the performances of Arabic diacritization”, Int. J. Speech Technol., 2016, 19, 269–280. DOI:10.1007/s10772-015-9313-5.
12) N. Ababou, A. Mazroui, “A hybrid Arabic POS tagging for simple and compound morphosyntactic tags”, Int. J. Speech Technol., 2016, 19, 289–302. doi:10.1007/s10772-015-9302-8.
13) M. Reqass, A. Lakhouaja, A. Mazroui, I. ATIH, “Amelioration of the interactive dictionary of Arabic language”, International Journal of Computer Science and Applications (IJCSA), Vol. 12, N° 1, pp. 94–107, 2015.
14) M. Ould Abdallahi Ould Bebah, A. Chennoufi, A. Mazroui, A. Lakhouaja “hybrid approaches for automatic vowelization of Arabic texts”, International Journal on Natural Language Computing (IJNLC), Vol. 3, N° 4, pp. 53-71, August 2014.
15) A. Mazroui, Aissa Kerkour El Miad, “Recognition of multifont Arabic characters by Bézier curves”, International Journal of Computer Applications 100 (6):1-7, August 2014.
16) M. Lamnii, A. Mazroui, A. Tijini, “Raising the approximation order of multivariate quasi-interpolants “, BIT Numerical Mathematics 54, No. 3, pp. 749-761, 2014.
17) Aissa Kerkour El Miad, A. Mazroui, “Handwritten Arabic Digits Recognition Using Bézier Curves”, IJCSI, Vol. 10, Issue 5, pp. 257-263, September 2013.
18) M. Ould Abdallahi Ould Bebah, A. Meziane, A. Mazroui, A. Lakhouaja, A. Boudlal, “A morpho-statistical approach for automatic diacritization of Arabic texts”, Communications of the ACS, Vol. 5, N°.1, (2012).
19) A. Boudlal, M. Bebah Ould Abdallahi Ould, A. Lakhouaja, A. Mazroui, A. Meziane, “A Markovian Approach for Arabic Root Extraction”, IAJIT journal Vol.8, N°.1 (2011) 91-98.
20) A. Mazroui, A. Mraoui, D. Sbibih, A. Tijini, “A new method for smoothing surfaces and computing Hermite interpolants”, BIT Numerical Mathematics (2007) 47: 613-635.
21) A. Mazroui, D. Sbibih, A. Tijini, “Recursive Computation of Bivariate Hermite Spline Interpolants”, Applied Numerical Mathematics, 57 (2007) 962-973.MA.
22) A. Mazroui, D. Sbibih, A. Tijini, “A recursive construction of Hermite interpolants and applications”, J. Comput. Appl. Math 183 (2005) 67-83.
23) A. Mazroui, D. Sbibih, A. Tijini, “A simple method for smoothing functions and compressing data”, Adv. Comput. Math. 23 (2005) 279-297.
24) A. Mazroui, D. Sbibih, A. Tijini, “Ck B-splines with square support on a three direction mesh of the plane”, Numer. Algorithms 34 (2003), 67-84.
25) A. Mazroui, D. Sbibih, A. Tijini, “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, 2003, 303-314.
26) A. Mazroui, D. Sbibih, A. Tijini, “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, 2003, 315-324.
27) A. Mazroui, P. Sablonnière, D. Sbibih, “Existence and construction of H1-splines of class Ck on a three-direction mesh”, Adv. Comput. Math. 17 (2002) pp. 167-198.
28) A. Mazroui, D. Sbibih, “Existence and construction of ∆1-splines of class Ck on a three-direction mesh”, Numer. Algorithms 26 (2001), pp. 21-48.