20. D. Boubaya, K. Allek, M. Hamoudi and C. Fehdi. Deep Geological Structure of the Hodna and the Surrounding areas from 3D Gravity Modeling. 1st International Symposium on the Geology of the Maghrebides Chain and adjacent areas. Setif, Algeria, 4-6 December 2016.
22. D. Boubaya, C. Fehdi, M. Hamoudi and K. Allek. Insights into the Geological Structure of Hodna (Algeria) from Gravty Study. International Conference on Applied Geology & Environment “iCAGE 2016”.El Mahdia, Tunisia. 19-21 May, 2016.
24. D. Boubaya, M. Hamoudi, K. Allek and C. Fehdi. An integrated Geophysical Study for Mineralization Mapping near Azzaba, Algeria. 1st Arabian Geosciences Union, International Conference, Algiers, February 17-18, 2016.
25. H. Boubekri, A. Bendaoud, M. Hamoudi, R. Ben el Khaznadji, K. Allek and I. Priezzef. A new structural view of the Hoggar Shield based on Airborne and Satellite data processing. 1st Arabian Geosciences Union, International Conference, Algiers, February 17-18, 2016.
26.
Aliouane, L., Ouadfeul, S., 2018, Automatic Lithofacies Classification From Well-Logs Data Using The Walsh Transform Combined With The Self-Organizing Map, EAGE ECMOR XVI,
DOI: 10.3997/2214-4609.201802174.
27. Ouadfeul, S.,
Aliouane, L., 2018, Coherent Linear Noises Attenuation From 3D Seismic Data Using Artificial Neural Network: Application To Algerian Sahara, EAGE ECMOR XVI, Earth Doc,
DOI: 10.3997/2214-4609.201802176 .
28. Ouadfeul, S
.,
Aliouane, L., 2018, Total Organic Carbon Prediction In Barnett Shale Gas Reservoir Using The Multilayer Perceptron Neural Network, EAGE ECMOR XVI, Earth Doc,
DOI: 10.3997/2214-4609.201802207.
29. Ouadfeul, S., Aliouane, L., 2018, Pre-drill Pore pressure estimation in shale gas reservoirs using seismic genetic inversion: Application to Barnett shale, Proceeding of 1st Conference of the Arabian Journal of Geosciences-Springer
https://doi.org/10.1007/978-3-030-01656-2_37
30. Aliouane, L., Ouadfeul, S., 2018, Back propagation and Hidden weight optimization algorithms neural network for permeability estimation from well-logs data in shaly sandstone petroleum reservoirs. Application to Algerian Sahara, Proceeding of 1st Conference of the Arabian Journal of Geosciences , Springer.
https://doi.org/10.1007/978-3-030-01578-7_6
31. Ouadfeul, S.,
Aliouane, L., 2017, Contribution of the Ground Penetrating radar data in civil engineering: A case study from Algeria, Proceeding of International Conference on Engineering Geophysics, Al Ain, United Arab Emirates, SEG digital library,2017.
https://doi.org/10.1190/iceg2017-028
32. Ouadfeul, S.,
Aliouane, L., 2017, Random noise attenuation from GPR data using the Radial Basis Function neural network, Proceeding of International Conference on Engineering Geophysics, Al Ain, United Arab Emirates, SEG digital library,
https://doi.org/10.1190/iceg2017-024
33. Aliouane, L. Ouadfeul, S., Djarfour, N., Boudella, A., fevrier 2013, lithofacies prediction from well logs data using different neural network models, the international conference on pattern recognition: applications and methods, Barcelona, Spain
34.Aliouane L., Ouadfeul S., Boudella A., 2015, Pore Pressure prediction in shale gas reservoirs using neural network and fuzzy logic with an application to Barnett Shale, EGU2015 general Assembly, Vienna, Austria
35. Ouadfeul, S., Aliouane, L., 2015, Total Organic Carbon prediction in shale gas reservoirs using fuzzy logic, EGU2015 general Assembly, Vienna, Austria.
36. Aliouane, L, Ouadfeul, Rabhi, A., Rouina, F., Benaissa, Z., and Boudella, A., Avril 2013, Automatic lithofacies segmentation from well-logs data. A comparative study between the Self-Organizing Map (SOM) and Walsh transform.. EGU201, Vienna- Austria.
37. Ouadfeul, S., Aliouane, L, avril 2013, Structural edges delimitation from geomagnetic data using the wavelet transfrom and the analytic signal, EGU2013, Vienna- Austria
38. Benaissa, Z., Benaissa, A., Ouadfeul, S., Aliouane, L, Avril 2013, On Seismic Ground Roll Filtering Using the Wavelet Transform and Neural Network, EGU2013, Vienna- Austria
39. Aliouane, L, Ouadfeul S. Boudella A, 26-28 decembre 2013, A Modified Hidden weight optimization algorithm based neural statistical model for hydrocarbon energy enhancement, ENTECH 13 , Yildiz technical university Istanbul, Turkey.
40. Aliouane, L, Ouadfeul S. Boudella A., 27 April-02 May 2014. Sweet spot discrimination in shale gas reservoirs using seismic and well-logs data. A case study from the Worth basin in the Barnett shale. EGU2014, Vienna- Austria
41. Ouadfeul S., Aliouane, L. 27 April-02 May 2014. 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. EGU2014, Vienna- Austria
42. Aliouane, L, Ouadfeul S. Boudella A, accepted for 27-31 October 2014. 2D Ground penetrating radar data filtering using the Radial Basis Function. Reunion des Sciences de la Terre (RST2014), Pau- France
43. Aliouane L., Boudella A., 2008, Clay mineral identification of shaly reservoirs and their effect in reservoir parameters. Application to Berkine basin. 1st conference astrophysics and geophysics (ACAG-1) Halwen, Egypt.
44. Aliouane L., Boudella A., Ouadeul S., Djarfour N.and Ferahtia J., 26-28 Mars 2009. Caractérisation des réservpoires Devoniens par les diagraphies de test MDT-RFT. 4ème Conférence Maghrebine de Géophysique Appliquée (CMGA-4), Hammamet, Tunisia.
45. Djarfour N., Baddari K., Ferahtia J. and Aliouane L. 26-28 Mars 2009. Seismic data inversion by Elman artificial neural network . 4ème Conférence Maghrebine de Géophysique Appliquée (CMGA-4), Hammamet, Tunisia.
46. Aliouane L., Boudella A., Ouadeul S., Djarfour N.and Ferahtia J., 11-12 Novembre 2009. Reservoir Characterization Using logging wireline formation testing tools. Application to Illizi basin. Reservoir Characterization Using logging wireline formation testing tools. Application to Illizi basin. 6th International Symposium of Geophysics ISG-6, Tanta universiry, Egypt.
47. Djarfour N., Tahar Aïfa, Baddari K., Ferahtia J. and Aliouane L., 11-12 Novembre 2009. Inversion of seismic data by Radial basis artificial neural network. Sixth international symposium on geophysics (ISG6). Tanta, Egypt.
48. Ouadfeul S, Aliouane , L., Juin 2010. 3D seismic AVO data established by the Wavelet Transform Modulus Maxima Lines to characterize reservoirs heterogeneities in the 2D domain , EAGE annual meeting and exhibition , Barcelona, Spain.
49. Aliouane , L., Ouadfeul , S. and Boudella A., 04-07 octobre 2010. Reservoir characterization by well logs data using the continuous wavelet transform combined with neural network. The 35 th Anniversary geology symposium, Konya , Turkey.
50. Ouadfeul S., Aliouane L., 04-07 octobre 2010. The 35 th Anniversary geology symposium, Konya , Turkey.
51. Ferahtia J., Baddari K., Djarfour N. and Aliouane L., 4-7 Octobre 2010. A new Order Statistics Filter for removal of Spike Noise from 2D-Electrical resistivity Imaging data. The 35 th Anniversary geology symposium Konya , Turkey.
52. Aliouane L. and Boudella A. 2011, reservoir delineating fluids using artificial neural network EGU General Assembly, Vienna
53. Aliouane L. and Boudella A. 2011, Lithofacies prédiction using artificial neural network, EGU General Assembly, Vienna
54. Ouadfeul , S., Aliouane , L., 2010, Solar geomagnetic activity prediction using the fractal analysis and neural network, 2010 EGU General Assembly, Vienna.
55. L. Aliouane, S. Ouadfeul, N. Djarfour, and A. Boudella , 2012, A comparative study of some Artificial Neural Network models for lithofacies classification from well-logs data, EGU 2012
56. Eladj, S. Ouadfeul, L. Aliouane, and N. Djarfour, 2012, AVO Seismic data inversion using global simultaneous technique, EGU 2012.
57. S. Ouadfeul, L. Aliouane, M. Hamoudi, and A. Boudella, 2012, Lithofacies recognition from well-logs data using the Self-Organizing Map neural network. A case study from the Berkine basin (Algeria), EGU 2012
58. L. Aliouane, S. Ouadfeul, N. Djarfour, and A. Boudella, 2012, Reservoir characterization from well-logs data using neural network models, EGU 2012
59. S.-A. Ouadfeul, L. Aliouane, and M. Hamoudi, 2012, Multiscale analysis of noisy 3D GPR data using the Directional Continuous Wavelet transform (DCWT), EGU 2012.
60. S. Ouadfeul, L. Aliouane, and A. Boudella, 2012, Heterogeneities Analysis Using the Generalized Fractal Dimension and Continuous Wavelet Transform, EGU 2012.
61. S.-A. Ouadfeul, M. Hamoudi, L. Aliouane, and S. Eladj , 2012, Aeromagnetic data analysis using the 2D directional continuous wavelet transform (DCWT) EGU 2012.
62. Ouadfeul, S., Aliouane, L., 2012, Multiscale analysis of gravity data using the 2D directional continuous wavelet transform. SEG Istanbul.
63. Ouadfeul, S., Aliouane, L., 2012, Noise Effect Attenuation in the Wavelet Analysis of GPR Data, EAGE Workshop on Remote Sensing, Paris, 2012
64. Ouadfeul, S., Aliouane, L, fevrier 2013, edges detection from aeromagnetic data using the wavelet transform, the international conference on pattern recognition: applications and methods, Barcelona, Spain
65. Aliouane, L, Ouadfeul, S., Djarfour, N., Boudella, A., fevrier 2013, lithofacies prediction from well logs data using different neural network models, the international conference on pattern recognition: applications and methods, Barcelona, Spain
66. K. Allek, M. Hamoudi, A. Bouguern and D. Boubaya. (2013). Integrating Regional Magnetic and Radiometric Airborne of Asseo Area, Hoggar, Algeria, Using Neural Network Analysis to the Recognition of Probable Uranium Accumulation. 9th EAGE International Scientific and Practical Conference and Exhibition on Engineering and Mining Geophysics, 2013.URL: earthdoc.eage.org/publication/search. DOI: 10.3997/2214-4609.20142529
67. A. Bouguern and K. Allek. Geophysical Study of a Landslide Threatening the main Road 43 in the Wilaya of Jijel, Algeria. (2013).9th EAGE International Scientific and Practical Conference and Exhibition on Engineering and Mining Geophysics.URL: earthdoc.eage.org/publication/search, DOI: 10.3997/2214-4609.20142528
68. S. ElAdj. Porosity Estimation by Artificial Neural Networks Inversion . Application to Algerian South,6èmeCollogue Maghrébin de Géophysique Appliquée 2017. Tanger
69.
Aliouane, L., Ouadfeul, S. and Boudella, A., 2019. Unconventional reservoir characterization: permeability prediction in Shale Gas reservoirs from well-logs data using Neural Network. Application to the Barnett shale (USA).2nd Conference of the Arabian Journal of Geosciences, 25-28 Nov.2019, Sousse-Tunisia
70. Cherana, A., Aliouane, L., Doghmane, M. and Ouadfeul, S., 2019. Fuzzy clustering algorithm for Lithofacies classification of Ordovician unconventional Tight-sand reservoir from well-logs data (Algerian Sahara. 2nd Conference of the Arabian Journal of Geosciences, 25-28 Nov.2019, Sousse-Tunisia
71.Seraidi, A., Aliouane, L. and Ouadfeul, S., 2019, Porosity and permeability prediction in Triassic reservoirs of HassiR’mel field (Algeria) from well-logs data using Fuzzy logic. 2nd Conference of the Arabian Journal of Geosciences, 25-28 Nov.2019, Sousse-Tunisia
72. Ouadfeul, S. and Aliouane, L., 2019, Shale volume estimation in unconventional Tight Sand reservoir from well-logs data using Neural Network enhanced by the spectral mineralogical neutron measurements with an application to Algerian Sahara. 2nd Conference of the Arabian Journal of Geosciences, 25-28 Nov.2019, Sousse-Tunisia
73. Aliouane, L., Ouadfeul, S. and Boudella, A., 2019, Sweet spots identification in unconventional shale gas reservoirs using seismic and well-logs data. Application to the Barnett shale (USA). 2nd International Seminar on Fossil, New and Renewable Energies (SIEFNR19). Nov. 13-14, 2019, Boumerdès.
74. Cherana, A., Aliouane, L. Kecir, N. and Ouadfeul, S., 2019, Unconventional Tight-Sand Reservoir Characterization by Geomechanical study from Well logs data in Illizi basin.2nd International Seminar on Fossil, New and Renewable Energies (SIEFNR19). Nov. 13-14, 2019, Boumerdès.
75. Berdjane, A., Aliouane, L. and Boudella, A., 2019, La fracturation hydraulique et les fractures naturelles. Cas d'étude: Réservoir ordovicien du bassin de l’Ahnet. 2nd International Seminar on Fossil, New and Renewable Energies (SIEFNR19). Nov. 13-14, 2019, Boumerdès
76. Aliouane, L., Ouadfeul, S. and Boudella, A., 2019, Total Organic Carbone prediction in Shale Gas Reservoir from welllogs data using Multilayer Perceptron Neural Network 8th International Symposium on hydrocarbon and Chemistry (ISHC8), 08-10April, 2019, Boumerdès
77. Aliouane, L. and Ouadfeul, S., 2019, Clay volume estimation in tight sand unconventional reservoirs from well-logs data using Hidden Weight Optimization algorithm neural network with an application to Algerian Sahara.8th International Symposium on hydrocarbon and Chemistry (ISHC8), 08-10April, 2019, Boumerdès
78. Cherana, A., Aliouane, L., Doghmane, M. and Ouadfeul, S., 2019, Lithofacies determination from well logs using Fuzzy Clustering Algorithm. 8th International Symposium on hydrocarbon and Chemistry (ISHC8), 08-10April, 2019, Boumerdès
79. Zekkour Ferhat L., Aliouane L., and Ouadfeul, S., 2019, Porosity and Permeability prediction in Cambrian reservoirs of Hassi-Messaoud field from well-logs data using Radial Basis Function neural network. 8th International Symposium on hydrocarbon and Chemistry (ISHC8), 08-10April, 2019, Boumerdès
80. Seraidi, A., Aliouane, L., Ouadfeul, S. and Boudella, A., 2 019, Porosity and permeability prediction in Triassic reservoirs of Hassi R’mel field from well-logs data using Fuzzy logic. 8th International Symposium on hydrocarbon and Chemistry (ISHC8), 08-10April, 2019, Boumerdès
81. Berdjane, A., Aliouane, L. and Boudella, A., 2019, Petrophysical uncertainties of a compact unconventional Tight sand reservoir: Case study of the Ahnet Basin. 8th International Symposium on hydrocarbon and Chemistry (ISHC8), 08-10April, 2019, Boumerdès
82. Ouadfeul, S., Aliouane, L., 2019, Contribution of the seismic anisotropy in shale gas reservoirs exploration, a case study from the Barnett shale (USA). EAGE/ALNAFT Geosciences workshop. 28-30 jan.2019, Algiers
83.
S. El Adj , 2019, Porosity model construction based on ANN and seismic inversion: a case study of Saharan field in Algeria,2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2) – Tunisia 2019
84. S. El Adj , 2019, Design of new model for water saturation based on Neural network for low resistivity phenomenon in Algeria, 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2) – Tunisia 2019,
85. S. El. Adj, 2019, Wellbore stability analysis based on 3D Geomechnical model of South eastern field in Algeria, 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2) – Tunisia 2019,
86.
S. El Adj, 2020, Pre-Stack Seismic Inversion for Potential Reservoirs Charaacterization in OuedMya Basin,
Algeria3rd Springer Conference of the Arabian Journal of Geosciences (CAJG-3) - Tunisia 2020 https://www.cajg.org/
87. S. El Adj, 2020, Petrophysical Parameters Curves Calculation for Non Conventional Reservoirs Modeling and Characterization 3rd Springer Conference of the Arabian Journal of Geosciences (CAJG-3) -Tunisia 2020 ,https://www.cajg.org/
88. S. El Adj, 2020, Geological description and modeling of DjebelKerdada in Saharan Atlas –BouSaada, Algeria ,3rd Springer Conference of the Arabian Journal of Geosciences (CAJG-3) – Tunisia 2020,https://www.cajg.org/
89. S. El Adj, 2020 A Practical Seismic Attributes Workflow for Natural Fractures Characterization of Tight Reservoirs in Algeria 3rd Springer Conference of the Arabian Journal of Geosciences (CAJG-3) -Tunisia 2020https://www.cajg.org/
90. Leila Aliouane and Sid-Ali Ouadfeul, Artificial intelligence for clay volume estimation from well-logs data in unconventional tight sand gas reservoir of algerian sahara. International Oil and Gas Conference online Boumerdes, 14 /10/221 IOGC- www.iogc.com
91. Abdelbassit Sridi, Leila Aliouane and Sid-Ali Ouadfeul, 2021.Lithology Identification in Shaly Triassic Reservoirs of Hassi R’Mel Field (Algeria) From Well Log Data by Using Fuzzy Logic. SÉMINAIRE INTERNATIONAL SUR LES SCIENCES DE LA TERRE ET DE L’UNIVERS, online, 1 et 2 /05/2021, USTO, Oran
92. Abdelbassit Sridi, Leila Aliouane and Amar Boudella, 2021. Fuzzy logic for porosity prediction from well-logs data in Triassic Reservoirs of Hassi R’mel Field compared with MLR technique. SÉMINAIRE INTERNATIONAL SUR LES SCIENCES DE LA TERRE ET DE L’UNIVERS, online, 1 et 2 /05/ 2021, USTO, Oran.
93.
Leila Aliouane, (2022), Theory-practice couple at the university and relationship with the socio-economic sector. Case of the hydrocarbon sector and the Algerian university. International congres, Teaching for the future Spain-Algeria, 9-10/04/2022 Algiers- Algeria
94. Ouadfeul S. and Aliouane L. (2022). Automatic faults tracking from seismic data using directional wavelet transform enhanced by machine learning. SEG Worshop, Application of machine learning and AI in geophysics, 10-13/05/2022, online
95. Yasmine Guerbai and Asma Saibi. Fire incendie detection: A comparative study of convolutional neural networks (cnn) and support vector machines (svm). In Proceedings of the 8th International Conference, 2024.
96. Wissam Bouaraki, Asma Saibi, Yasmine Guerbai, and Abdenour Hadid. Fake news detection using large language models and sentiment analysis. In Proceedings of the 2nd International Conference on Foundation and Large Language Models (FLLM2024), pages 26–29, Dubai, UAE, November 2024