1- Yasmine Guerbai, Wissam Bouaraki, Asma Saibi, Manel Bida, and Ramzi Halimouche. Deep learning techniques for diabetic retinopathy classification: a focus on vgg16 and efficientnetb0. South Florida Journal of Development, volume 5, 2024.
2- Cherana, A., Aliouane, L., Doghmane, Z. A., Ouadfeul, S. and Nabawy, B. S. (2022). J. Afr. Earth Sci. https://doi.org/10.1016/j.jafrearsci.2022.104732
3- Aliouane L. (2022). Levenberg-Marquardt algorithm neural network for clay volume estimation from well-log data in an unconventional tight sand gas reservoir of Ahnet basin (Algerian Sahara). Bulletin of Geophysics and Oceanography, Vol. 63, n. 3, pp. 443-454. DOI 10.4430/bgo00391
4- Sridi A., Aliouane L., Doghmane Z. A., Ouadfeul S. and Boudella A. (2022). Porosity and permeability prediction in shaly Triassic reservoirs of Hassi R’mel Field (Algeria) from well log data by using fuzzy logic. Bulletin of Geophysics and Oceanography, accepted (inpress)
5- Ouadfeul, S., Aliouane, L., 2016, Total organic carbon estimation in shale-gas reservoirs using seismic genetic inversion with an example from the Barnett Shale, The Leading Edge , Vol. 35, No. 9, pp. 790-794. DOI: https://doi.org/10.1190/tle35090790.1
6- Ouadfeul, S., Aliouane, L, 2016, Multiscale analysis of gravity data using the 2D directional continuous wavelet transform with a case study from Hoggar shield, Arab Journal of Geosciences, 9: 258, doi: 10.1007/s12517-015-2187-7.
7- Ouadfeul, S., Tourtchine, V., Aliouane, L., 2016, Multifractal analysis of DEMETER satellite data using the wavelet transform modulus maxima lines, Arab Journal of Sciences and engineering, Volume 41, Issue 6, pp 2295–2303. DOI 10.1007/s13369-015-1938-9
8- Ouadfeul, S., Aliouane, L., 2015, Total Organic Carbon prediction in shale gas reservoirs form well logs data using the Multilayer Perceptron Neural network with Levenberg Marquardt training algorithm. Application to Barnett Shale, Arab Journal of Sciences and Engineering, doi 10.1007/s13369-015-1685-y.
9- Ouadfeul, S., Aliouane, L., 2015, Fractal Behavior of the Total Organic Carbon in Shale Gas Reservoirs with an Example from the Barnett Shale (USA), The Leading Edge Dec 2015, Vol. 34, No. 12, pp. 1494-1497. https://doi.org/10.1190/tle34121494.1
10- Ouadfeul, S., Aliouane, L. 2015, Structural boundaries delimitation from aeromagnetic data using the horizontal gradient and the continuous wavelet transform: a case study of In uzzal area, west of Hoggar, Algeria. Arab Journal of Sciences and engineering, Volume 8, Issue 8, pp 5317 https://doi.org/10.1007/s1251
11- Aliouane, L., Ouadfeul, S., 2014, Sweet Spots Discrimination in Shale Gas Reservoirs Using Seismic and Well-logs Data. A Case Study from the Worth Basin in the Barnett Shale. Energy Procedia, Volume 59, 2014, Pages 22-2. Elsevier
12- Aliouane, L., Ouadfeul, S., 2013, Heterogeneities analysis using the generalized fractal dimensions and the continuous wavelet transform. Application to the KTB boreholes, Arab Journal of Geosciences, N°8, Volume 7, pp 2959-2967, doi 10.1007/s12517-013-1027-x.
13- Ouadfeul, S., Aliouane, L. 2013, Random Seismic Noise Attenuation using the wavelet transforms, Arab journal of Geosciences, Doi 10.1007/s12517-013-1005-3.
14- Ouadfeul, S., Aliouane, L. 2013. Fractal dimensions and the continuous wavelet transform. Application to the KTB boreholes, Arab Journal of Geosciences, N°8, Volume 7, pp 2959-2967, doi 10.1007/s12517-013-1027-x.
15- Ouadfeul, S., Aliouane, L., 2013, Structural edge delimitation from gravity anomaly data using the directional continuous wavelet transform with an example from Basin and the Range province in the United States. The Leading Edge, December, pp1462-1467.
16- Ouadfeul, S., Aliouane, L., 2013, Random Seismic Noise Attenuation using the wavelet transforms, Arab journal of Geosciences, Doi 10.1007/s12517-013-1005-3.
17- Ouadfeul, S., Aliouane, L., 2013, Structural edge delimitation from gravity anomaly data using the directional continuous wavelet transform with an example from Basin and the Range province in the United States. The Leading Edge, December, pp1462-1467.
18- Ouadfeul, S., Aliouane, L., 2012, Multiscale analysis of noisy 3D GRR data using the directional continuous wavelet transform. IEEE XPLORE, doi:10.1109/ICGPR.2010.5550177.
19- Aliouane, L., Ouadfeul, S., Boudella, A., 2011, Fractal analysis based on the continuous wavelet transform and lithofacies classification from well-logs data using the self-organizing map neural network, Arabian Journal of geosciences, doi: 10.1007/s12517-011-0459-4
20- Ouadfeul, S and Aliouane., L, 2011, Fractal analysis revisited by the continuous wavelet transform of AVO seismic data, Arabian journal of geosciences, doi: 10.1007/s12517-011-0332-
21- Ouadfeul, S., Aliouane, L., 2011, Automatic lithofacies segmentation using the wavelet transform modulus maxima lines WTMM combined with the detrended fluctuations analysis DFA, Arab Journal of Geosciences, doi 10.1007/s12517-011-0383-7.
22- Aliouane, L ; Boudella. A; Ouadfeul. S; Djarfour. N et Ferahtia. J, 2010, Application des diagraphies de test pour la caractérisation des réservoirs dévoniens du champ de Tin Fouye Tanbenkort. Bassin d’Illizi-Algérie, 2009, Annales des Mines et de la Géologie, N°44, Edition du Service Géologique de Tunisie