B. BOUABED, and HASSANE SAHBI, and IMAD MANSSOURI, (2014) Contribution to the prediction of drought in the basin Inaouène using RNA coupled to the strationary wavelet decomposition. International Journal of Engineering Technology and Computer Research, Vol. 2 ,issue 6, PP. 58-70.2014.

T. MANSSOURI, and HASSANE SAHBI, and IMAD MANSSOURI, (2014) Elaboration of stochastic mathématical models for the prediction of parameters indicative of groundwater quality case of souss Massa-Morocco. International Journal of Computational Engineering Research, Vol. 04, Issue, 5, 2014, PP. 31-40..

IMAD MANSSOURI, and ABDELLAH EL HMAIDI, and TAJ EDDINE MANSSOURI, and BOUCHTA EL MOUMNI, (2014) Prediction levels of heavy metals (Zn, Cu and Mn) in current Holocene deposits of the eastern part of the Mediterranean Moroccan margin (Alboran Sea). IOSR Journal of Computer Engineering (IOSR-JCE), Volume 16, Issue 1, Ver. VIII (Feb. 2014), PP. 117-123.

B. BOUDAD, and HASSANE SAHBI, and IMAD MANSSOURI, and T. MANSSOURI, (2014) Using a model hybrid based on ann-mlp and the spi index for drought prediction cse of inaouen basin (Northern Morocco). international journal of sciences, engineering and technologie, ISSN: 2348-4098 Vol. 2 (6), 2014, pp. 1301- 1309.

HICHAM EL BADAOUI, and ABDELAZIZ ABDALLAOUI, and IMAD MANSSOURI, and L. LANCELOT, (2013) Application of the artificial neural networks of MLP type for the prediction of the levels of heavy metals in Moroccan aquatic sediments. International Journal of Computational Engineering Research, Vol, 03, Issue, 6. June2013, 75- 82..

HICHAM EL BADAOUI, and ABDELAZIZ ABDALLAOUI, and IMAD MANSSOURI, and HABIBA OUSMANA, (2013) The prediction of moisture through the use of neural networks MLP type. IOSR Journal of Computer Engineering (IOSR-JCE), Volume 11, Issue 6 (May. - Jun.2013), 66-74.