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1. Ferahtia J., Djarfour N. and Baddari K. Trilateral filter : A new tool for coherent and random noise removal from seismic noisy data. 4ème congrès maghrébin de géophysique appliqué (CMGA 4). Hammamet 26-28 Mars 2009. (Tunisia).

2. Djarfour N., Baddari K., Ferahtia J. and Aliouane L. Seismic data inversion by Elman artificial neural network. 4ème congrès maghrébin de géophysique appliqué (CMGA 4). Hammamet 26-28 Mars 2009. (Tunisia)

3. Aliouane L., Boudella A., Djarfour N. and Ferahtia J. Application des diagraphies de test pour la caractérisation des réservoirs Dévonien du champ de Tin Fouye Tabankort, bassin d’illizi, Algerie. 4ème congrès maghrébin de géophysique appliqué (CMGA 4). Hammamet 26-28 Mars 2009. (Tunisia).

4. Ferahtia J., Baddari K., Djarfour N. and Aliouane L. Noise reduction in seismic data using image based filtering techniques. Sixth international symposium on geophysics (ISG6). Tanta 11-12 Novembre 2009. (Egypt).

5. Djarfour N., Tahar Aïfa, Baddari K.,   Ferahtia J. and Aliouane L. Inversion of seismic data by Radial basis artificial neural network. Sixth international symposium on geophysics (ISG6). Tanta 11-12 Novembre 2009. (Egypt).

6. Aliouane L., Ouadfeul S.A., Djarfour N. and Ferahtia J. Reservoir characterization using wireline formation testing logging tools: Application to Illizi basin, Algeria. Sixth international symposium on geophysics (ISG6). Tanta 11-12 Novembre 2009. (Egypt).

7. Ferahtia J., Baddari K., Djarfour N. and Aliouane L. A new Order Statistics Filter for removal of Spike Noise from 2D-Electrical resistivity Imaging data. 35th Anniversary Geology Symposium. Konya 4-7 Octobre (2010). (Turkey).

8. Djarfour N., Ferahtia J., Baddari K. and Mander M. Static corrections enhancement by Turning ray tomography. 35th Anniversary Geology Symposium. Konya 4-7 Octobre (2010). (Turkey).

9. Ferahtia J., Djarfour N, Baddari K. and El Adj S. Spike noise reduction from electrical resistivity data using Mamdani type fuzzy inference system. 5ème colloque Maghrébin de géophysique appliquée. Alger 12-14 Avril 2011. (Algeria).

10. Ferahtia J., Djarfour N. and Baddari K. Impulse noise reduction in 2D electrical resistivity imaging data based on fuzzy logic. 2011 International conference on communications, computing and control Applications (CCCA'11). Hammamet 03-05 Mars. (Tunisia)

11. Ferahtia J., Djarfour N. and Baddari K. Using fuzzy logic for filtering noisy geophysical data. International Conference on the Geology of the Arabian Plate and the Oman Mountains. Muscat 07-09 Janvier 2012. (Oman).

12. Ferahtia J., Djarfour N. and Baddari K. Fracture index evaluation using fuzzy logic-based technique. 8th international symposium of Statistics IGS2012 . Eskeçihir 11-13 Octobre 2012. (Turkey).

13. Ferahtia J., Djarfour N. and Farfour M. Permeability prediction from conventional well logs using fuzzy logic method. 6ème colloque maghrébin de géophysique appliquée, CMGA6. Meknès 03-05 Avril 2013 (Morocco).

14. Djarfour N., Ferahtia J. and Baddari K. Inversion of seismic data by generalized regression artificial neural network. 6ème colloque maghrébin de géophysique appliquée, CMGA6. Meknès 03-05 Avril 2013 (Morocco).

15. Ferahtia J., Djarfour  and Baddari K. Random seismic noise reduction using fuzzy based statistical filter. International conference on recent advances in pure and applied mathematics ICRAPAM2015 . Istanbul 03-06 Juin 2015. (Turkey).

16. K. Allek, A. Bouguern, D. Boubaya and M. Hamoudi. (2015). Spatial Association Analysis between Hydrocarbon Fields and Sedimentary Residual Magnetic Anomalies: A Case Study from the Algerian Triassic Province. 24th International Mining Congress of Turkey. Antalya, Publication date: 2015, Pages: 385-395, ISBN: 978-605010705-0

17. Bouguern, K. Allek, F. Bendiab and M. Khalifa. (2015). Mapping Curie Point Depth of the West African Craton from Satellite Magnetic Data and its Implication for Diamond Exploration.  24th International Mining Congress of Turkey. Antalya, Publication date: 2015, Pages: 351-359, ISBN: 978-605010705-0

18. D. Boubaya, K. Allek, M. Hamoudi and C. Fehdi. (2015). Geophysical Contribution to the Geological Study of the North Numidian Mercurial Zone (North-East of Algeria). 24th International Mining Congress of Turkey. Antalya, Publication date: 2015, Pages: 316-321, ISBN: 978-605010705-0

19. K. Allek, A. Bouguern, D. Boubaya and M. Hamoudi. The application of GIS-based Weights of Evidence Analysis to Aeromagnetic Data for Hydrocarbons Exploration in the Triassic Province, Central South Algeria. International Conference on Applied Geology & Environment “iCAGE 2016”. El Mahdia, Tunisia, 19-21 May, 2016.

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.

21. A. Bouguern, K. Allek, M. Khalifa and D. Groun. 3D Imaging of Quarry Materials using Electrical Soundings. International Conference on Applied Geology & Environment “iCAGE 2016”.El Mahdia, Tunisia 19-21 May, 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.

23. K. Allek,  A. Bouguern, M. Hamoudi and D. Boubaya. Intrasedimentary Aeromagnetic Anomalies and their Implication for Hydrocarbon Exploration: A Case Stydy from the OuedMya Basin (Algeria). 1st Arabian Geosciences Union, International Conference, Algiers, February 17-18, 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




































 
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