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1. Ferahtia J., Baddari K., Djarfour N. and Kassouri A.K. Incorporation of non- linear image filtering techniques for noise reduction in seismic data. Pure and applied geophysics (Published by Springer): 167, pp. 1389-1404, 2010.

2. 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

3. 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-

4. Ouadfeul, S., Aliouane, L., 2011, Automatic lithofacies segmentation using the wavelet transform modulus maxima lines WTMM combined with the detrended fluctuations analysis DFA, Arabian Journal of Geosciences, doi 10.1007/s12517-011-0383-7.

5. Sid-Ali Ouadfeul, Said Eladj & Leila Aliouane. Structural boundaries delimitation from geomagnetic data using the continuous wavelet transform. Application to Hoggar (Algeria). Arabian journal of geosciences.

6. Aliouane, L., Ouadfeul, S., Djarfour, N., Boudella, A., 2012,  Petrophysical Parameters Estimation from Well-Logs Data Using Multilayer Perceptron and Radial Basis Function Neural Networks, Lecture Notes in Computer Science Volume 7667, pp 730-736, Springer. Doi : 10.1007/978-3-642-34500-5_86.

7. Sid-Ali Ouadfeul, Mohamed Hamoudi , Said Eladj and Leila Aliouane. Aeromagnetic data analysis using the 2D Directional Continuous Wavelet Transform. Arabian Journal of Geosciences.

8. Ouadfeul, S., Aliouane, L., 2013, Random Seismic Noise Attenuation using the wavelet transforms, Arabian journal of Geosciences, Doi 10.1007/s12517-013-1005-3.

9. Aliouane, L, Ouadfeul, S., Boudella, A., 2013, A Modified Hidden Weight Optimization algorithm based neural network model for permeability prediction from well-logs data, Lectures Notes on Computer Sciences, Volume 8226, 2013, pp 498-502.

10. 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.

11. Boubaya D., Allek K. and Hamoudi M. (2013). Discussion and comments on “Filtering of the gravimetric anomalies to the study of the geological structures of OuedZarga (Septentrional Tunisia): structural implications.Arabian Journal of Geosciences, 6:3161–3162, Springer,

12. 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.

13. Aliouane, L., Ouadfeul, S., 2014, Permeability prediction using artificial neural ,network . A comparative study between Back propagation and Levenberg-Marquardt. Lecture Notes in Earth System Sciences, pp653-657

14. Ouadfeul, S., Aliouane, L., 2014, Fractal analysis of AVO seismic attributes for oil/water contact identification. Lecture Notes in Earth System Sciences, pp 625-626.

15. Ouadfeul, S., Aliouane, L., 2014, Lithofacies prediction from well-logs data using hybrid neural network model: a case study from Algerian Sahara. Lecture Notes in Earth System Sciences, pp 633- 638

16. Sid-Ali Ouadfeul & Leila Aliouane,  Multiscale analysis of gravity data using the 2D directional continuous wavelet transform with a case study from Hoggar shield. Arab J Geosci (2016) 9: 258. DOI 10.1007/s12517-015-2187-7

17. Zeghouane H.,Allek K. and Kesraoui M. (2016).GIS-based weights of evidence modeling applied to mineral prospectivity mapping of Sn-Wand rare metals in Laouni area, Central Hoggar, Algeria.Arabian Journal of Geosciences, Springer, 9:373, DOI: 10.1016/j.jafrearsci.2015.02.001

18. 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.

19. 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.

20. Baddari Kamel, Bellalem Fouzi, Baddari Ibtihel and Makdache Said. Some Probabilistic and Statistical Properties of the Seismic Regime of Zemmouri (Algeria) Seismoactive Zone 2016 .ACTA GEOPHYS

21. BAOUCHE Rafik, AIFA Tahar and BADDARI Kamel. Intelligent methods for predicting nuclear magnetic resonance of porosity and permeability by conventional well-logs: a case study of Saharan field 2017. Arabian Journal of Geosciences  

22. Bouguern A., Allek K., Khalifa M. and Boubaya D.  3D imaging of quarry materials using electrical soundings. Euro-Mediterranean Journal for Environmental Integration (2018) 3:9, https://doi.org/10.1007/s41207-017-0047-4

23. BOUCHELAGHEM H.E, HAMADOUCHE M.,  SOLTANI F. and BADDARI Kamel. Distributed Clutter-Map Constant False Alarm Rate Detection Using Fuzzy Fusion Rules 2019. Radioelectronics and Communications Systems.

24- Abderrahmane Aref Elbegue, Karim Allek and Hocine Zeghouane (2022). Geological mapping using extreme gradient boosting and the deep neural network: application to Silet region, central Hoggar, Algeria. Acta Geophysica (70), pp 1581-1599.
https://doi.org/10.1007/s11600-022-00814-7







 
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