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Equipe 1

Research > Equipes de recherches
Chef d'équipe: Pr. Jalal FERAHTIA

Intitulé de l'équipe de recherche:
Traitement des données géophysiques par l'intelligence artificielle.


Membres de l'équipe:
  1. Pr. BADDARI Kamel
  2. Pr. DJARFOUR Nouredine
  3. BOUCHAOUI Lyes
  4. BENBROUK Salahedine
  5. BABAIA Foudil



Publications internationales


Djarfour N., Ferahtia J. and Baddari K. Tomographic Velocity Images by Artificial Neural Networks.  Journal of Engineering and Applied Sciences 2(4): pp. 775-782, 2007.     


Djarfour N., Aïfa T., Baddari K., Mihoubi A. and Ferahtia J. Application of feedback connection artificial neural network to seismic data filtering. Comptes Rendue de Geoscience (Published by Elsevier): 340, pp. 335–344, 2008  

Ferahtia J., Djarfour N., Baddari K. and Guérin R. Application of signal dependent rank-order mean filter to the removal of noise spikes from 2D electrical resistivity imaging data. Near Surface Geophysics (Published on behalf of the European Association of Geoscientists and Engineers (EAGE) by Wiley-Blackwell): 7, pp. 159-169, 2009.

Baddari K., Aïfa T., Djarfour N. and Ferahtia J. Application of a radial basis function artificial neural network to seismic data inversion, Computers & Geosciences (Published by Elsevier): 35, pp. 2338–2344, 2009.

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.

Baddari K., Djarfour N, Aïfa T. and Ferahtia J. Acoustic Impedance Inversion by Feedback Artificial Neural Network. Journal of Petroleum Science and Engineering (Published by Elsevier): 71, pp. 106-111, 2010.

Baddari K., Ferahtia J., Aïfa T. and Djarfour N. Seismic noise attenuation by means of an anisotropic non-linear diffusion filter. Computers and geosciences (Published by Elsevier): 37, pp. 456-463, 2011.

Ferahtia J., Djarfour N., Baddari K. and Khaldoun A. A fuzzy logic-based filter for the removal spike noise from 2D electrical resistivity data. Journal of applied geophysics (Published by Elsevier): 87, pp. 19-27, 2012.

Farfour M., Yoon W. J., Ferahtia J. and Djarfour N. Seismic attributes combination to enhance detection of bright spot associated with hydrocarbons. Geosystem engineering (Published by Taylor & Francis): pp. 1-8. 2012.

Ferahtia J., Aifa T., Baddari K., Djarfour N., and El Adj S. Image-based processing techniques applied to seismic data filtering. Journal of petroleum science and engineering (Published by Elsevier): 104, pp. 17-26, 2013.

Djarfour N., Ferahtia J., Babaia F,  Baddari K., El Adj S., Farfour, M. Seismic noise filtering based on generalized regression neurral networks. Computer & geosciences: 69, pp. 1-9, 2014.

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

Bouchelaghem H.E, Hamadouche M., Soltani F. and Baddari Kamel.  Adaptive Clutter-Map CFAR detection in distributed sensor networks 2016. AEU-INT J ELECTRON C.

Baouche Rafik and Baddari Kamel. Prediction of permeability and porosity from well log data using the nonparametric regression with multivariate analysis and neural network, Hassi R’Mel Field, Algeria 2016. Egyptian Journal of Petroleum

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  

Saad Saoud L., Rahmoune F., Tourtchine V.  and  Baddari Kamel.  A novel method to forecast 24 h of global solar irradiation 2018.   Energy Systems

Hamidene N., Baaziz H.,  Baddari Kamel and Cahrifi Z. EXPRESS FP-LAPW+lo calculations of half-metallic ferromagnetism in Chromium-doped rock-salt calcium selenide (CaSe) 2019.MATER RES
 
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.

Bousaid, Belghachi, Bousaid, Belghachi, Agroui and Djarfour N.. Mathematical models of photovoltaic modules degradation in desert environment, Vol 7. pp 127-140 2019. AIMS Energy

Ferahtia J., Baddari K., Djarfour N. and Aliouane L. Trilateral filter: A new tool for coherent and random noise removal from seismic noisy data. Annales des mines et de la géologie, 44, 2010. ISSN : 0330-0013. (Tunisie)

Aliouane L., Boudella A., Ouadfeul S.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. Annales des mines et de la géologie, 44, 2010. ISSN : 0330-0013. (Tunisie)

Djarfour N., Ferahtia J.,  Baddari K. and Aifa T. Tomographic velocity images by radial basis function artificial neural network. IEEE Control Syst. Soc. 2011. DOI: 10.1109/CCCA.2011.6031441

Ferahtia J., Djarfour N.,  Baddari K. and Khaldoun A. Impulse noise reduction in 2D electrical resistivity imaging data based on fuzzy logic. IEEE Control Syst. Soc. 2011. DOI: 10.1109/CCCA.2011.6031450



Publications nationale

Djeddi M., Ferahtia J., Djeddi Mo. and Aitouche M. A. Contribution of seismic attributes in the direct detection of hydrocarbon, case history of a permit in the south Algerian Sahara. Bulletin du Service Géologique de l’Algérie, 14 (1): pp. 37-51, 2003.


Baddari K., Djarfour N., Djeddi M., Ferahtia J. and Mender M. Static Corrections enhancement by Turning Ray Tomography. Bulletin du Service Géologique de l’Algérie, 23 (2): pp.  2012.






 
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