Publications - Amir Nakib

Jul 11, 2014 - Dor, J. Lepagnot, A. Nakib, P. Siarry, "PSO-2S Optimization Algorithm for Brain MRI Segmentation", To appear in Proc. of The Seventh ...
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Amir NAKIB, PhD

Publications Last Updated Friday, 11 July 2014

Submitted Papers, Journals, Reviewed International Conference Proceedings, Book Chapters, Reviewed National Conference Proceedings Submitted Papers A. Masson-Sibut, A. Nakib et al. Real Time assessment of bone strcuture poistions via US imaging", submitted to an int. journal I. Baghli, A. Nakib et al., Lexicographic approach based on Evidence theory for blood cell image segmentation. Submitted to an international journal. R. Menasri, H. Oulhadj, B. Daachi, A. Nakib, P. Siarry, Smooth trajectory planning for robot using metaheuristics. Submitted to an international journal. R. Menasri, A. Nakib, H. Oulhadj, B. Daachi, P. Siarry,A trajectory planning of redundant manipulators based on bilevel optimization,Submitted to an international journal. UpJournals T. Rohmer, A. Nakib, A. Nafaa," Priori knowledge guided approach for optimal peer selection in P2P VoD systems", To appear in IEEE Trans. on Network and Service ManagementT. Rohmer, A. Nakib, A. Nafaa," A learning based Resource allocation approach for P2P Streaming systems", To appear in IEEE Network A.Nakib et al., "Mobile Tracking based on Fractional Integration", In press in IEEE Trans. on Mobile Computing 2013. M. Arulraj, A. Nakib et al., " An interactive approach for biomedical image segmentation based on swarm optimization" . Applied Mathematical Sciences, Vol. 8, 2014, no. 3, 131-137. J. Lepagnot, A. Nakib , H, Oulhadj and P. Siarry : “ A multiple local search algorithm for continuous dynamic optimization”, Journal of Heuristics (JOH), Vol. 19, issue 1, pp. 35-76, 2013. A. Chatterjee, P. Siarry , A. Nakib, R. Blanc, An improved biogeography based optimization approach for segmentation of human head ct-scan images employing fuzzy entropy. Enginnering Applications of Artificial IntelligenceVol. 25 (8), pp. 1698-1709, 2012. A. Nakib et al.:" Image thresholding framework based on 2D fractional integration and Legendre moments'", IET image processing, Vol 6, N°6, pp. 717-727, 2012A. Nakib, P. Siarry, P. Decq: “ A framework for analysis of brain MR sequences”, In Computerized Medical Imaging and Graphics (Elsevier) , Vol. 36 (2), pp. 152-158, 2012M. Dakkak ,A. Nakib et al.:" Indoor localization method based on RTT and AOA using coordinates clustering ", Comupter Networks (elsevier) , Vol. 55 (8), pp. 17941803, 2011T. Aurboonyawat, R. Blanc, P. Schmidt, M.Piotin, L. Spelle, A. Nakib, and J. Moret " An In Vitro Study of Silk Stent Morphology", Neuroradiology (springer); DOI: 10.1007/s00234-010-0784-4, Oct. 2010. J. Lepagnot, A. Nakib, H, Oulhadj, and P. Siarry : “A new multiagent algorithm for dynamic continuous optimization”, International Journal of Applied Metaheuristic Computing, Vol. 1, no.1, pp.16-38 (2010).A. Nakib, H. Oulhadj, and P. Siarry : “ image thresholding based on Pareto optimization ”, Enginnering Applications of Artificial Intelligence, Vol.23, issue 3, 313-320, (2010).A. Nakib , H, Oulhadj, and P. Siarry : “ A thresholding method based on Two-dimensional fractional differentiation ”, Image and Vision Computing , Volume 27, Issue 9, 3 August 2009, Pages 1343-1357. A. Nakib , H, Oulhadj and P. Siarry : “ Fractional differentiation and non-Pareto multiobjecitve optimization for image thresholding”, Enginnering Applications of Artificial Intelligence, Volume 22, Issue 2, 3 March 2009, Pages 236-249. A. Nakib , H, Oulhadj and P. Siarry : “ Non-supervised image segmentation based on multiobjective optimization ”, Pattern Recognition Letters , Volume 29, Issue 2, 15 January 2008, Pages 161-172. A. Nakib , H, Oulhadj and P. Siarry : “ image histogram thresholding based on multiobjective optimization ”, Signal Processing , Volume 87, Issue 11, 2007, Pages 2516-2534. Up Reviewed International Conferences A. Nakib et al. "Hybrid Metaheuristic for annual Hydropower Generation Optimization", To appear in IEEE Ipdps 2014, Phoenix, Arizona, USA A. Nguyen, H. Nguyen, A. Nakib, E. Petit, Transaction level simulation of network based on computing systems, In proc. of The 2014 International Conference on Computational Science and Computational Intelligence CSCI2014 , Las Vegas, USA, 10-13 March 2014. I. Baghli, E. Sellam, A. Nakib et al." Hybrid framework based on evidence theory for blood cell image segmentation", In SPIE porc. Vol. 9038, Medical Imaging 2014, San Diego,(USA), Feb. 15-19, 2014. doi:10.1117/12.2042142; http://dx.doi.org/10.1117/12.2042142 R. Menasri, A. Nakib et al. "Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability" To appear in IEEE International Conference Robotics and Biomimetics (ROBIO) 2013, Shenzhen, China, Dec. 12-14, 2013. T. Rohmer, A. Nakib, J. Lepagnot, A. Nafaa, "Adaptive Peer Selection Strategy in P2P-VoD systems based on Dynamic Metaheuristic", To appear in IEEE int. Conf on Para. and Dist. Sys. ICPADS 2013, Dec. 15-18, 2013, Seoul, Korea. A. El Dor, J. Lepagnot, A. Nakib, P. Siarry, "PSO-2S Optimization Algorithm for Brain MRI Segmentation", To appear in Proc. of The Seventh International Conference on Genetic and Evolutionary Computing (ICGEC 2013), August 25-27, 2013, Prague, Czech Republic. T.A. Nguyen, A. Dufour, O. Tankyevych, A. Nakib, E. Petit, H. Talbot, N. Passat,"Thin object filtering: a combined approach based on non-local means, gaussian derivative and spatially-variant mathematical morphology", To appear in IEEE ICIP 2013.T. Rohmer, A. Nakib, et al.,"Optimal peer selection strategy in P2P-VoD systems using based Dynamic Evolution Strategy", To appear in IEEE IPDPS 2013. I. Boussaad, A. Nakib, et al., "The Lévy Particle Swarm Applied in an Electrical Power Grid", To appear in IEEE IPDPS 2013.J. Lepagnot, A. Nakib, H. Oulhadj and P. Siarry, Performance analysis of MLSDO dynamic optimization algorithm,In porc. of META 2012, Port El kantaoui, Tunisia. B. Ismail, F. Heliodore, L. Urrego, S. Medina, A. Philippe, S. Poullain, E. Courbon, A. Nakib, P. Siarry and F. Gallon, Non-Parametric Estimation of Apha-Stable Distributions through Metaheuristics: Particle Swarm Optimization Approach applied to a Power Grid, In proc. of META 2012, Port El kantaoui, TunisiaE. Courbon, B. Ismail, F. Heliodore, S. Poullain, A. Nakib, P. Siarry, L. Urrego, S. Medina and F. Gallon, « Particle Swarm Optimization by http://amir.nakib.free.fr

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Amir NAKIB, PhD

GPGPU using OpenCL Layer and Python Environment », In proc. META 2012, Port El kantaoui, Tunisia B. Ismail, F. Heliodore, S. Poullain, A. Nakib, P. Siarry, L. Urrego, S. Medina and F. Gallon, « Optimal Location and Sizing of FACTS using Bi-Level Levy Based PSO », In proc. META 2012, Port El kantaoui, Tunisia B. Ismail, F. Heliodore, A. Philippe, L. Urrego, S. Medina, S. Poullain, E. Courbon, A. Nakib, P. Siarry and F. Gallon, « Estimation of Self Similarity Properties on Power Grid Outages using Particle Swarm Optimization », In proc. of META 2012, Port El kantaoui, Tunisia. L. Urrego, S. Medina, F. Heliodore, S. Poullain, B. Ismail, E. Courbon, A. Nakib and F. Gallon, « The Electric Power Rationing: An optimization Problem ?», In proc. of META 2012, Port El kantaoui, Tunisia S. Poullain, F. Heliodore, E. Courbon, B. Ismail, A. Nakib, P. Siarry, L. Urrego, S. Medina and F. Gallon, « Metaheuristics for PSS Optimal Tuning for Inter-area Low Frequency Oscillations Damping in Power Networks», In proc. META 2012, Port El kantaoui, Tunisia Salma Hajjem, Hamouche Oulhadj, Amir Nakib, Moncef Tagina and Patrick Siarry, « Fusion of criteria for evaluating MRI image segmentation », In proc. META 2012, Port El kantaoui, Tunisia. T. Rohmer, A. Nafaa, A. Nakib., "On allocation strategies in Peer Assisted VOD streaming Systems" , In Proc. of the 17th IEEE Symposium on Computers and Communication (ISCC'12), July 1-4, 2012, Cappadocia, Turkey, pp. 551-558J. Lepagnot, A. Nakib, H. Oulhadj, and P. Siarry, A Dynamic multiagent algorithm Applied to Challenging Benchmark problems, In proc. IEEE CE'2012 Congress, June, 10-15 2012, Brisbane, Australia, pp. 1695-1702. A. Nakib, B. Daachi, P. Siarry "Hybrid Differential Evolution using low LowDiscrepency sequences for Image segmentation", In proc. of IEEE 26th International Parallel and Distributed Processong Symposium (IEEE IPDPS 2012), May 21-25, 2012 Shanghai, China, pp. 627-633.M. Dakkak, A. Nakib et al., "Mobile Indoor location based on fractional differentiation" , In Proc. of IEEE Wireless Communication and Networking Conference (WCNC) 2012, Paris 1-4 April 2012, France, pp. 2003-2008. Lepagnot, J., Nakib, A., Oulhadj, H., and Siarry, P., Brain cine-MRI registration using B-spline Free-From deformations and MLSDO dynamic optimization algorithm, In Proc. of LION 6 , Int. Conference 16-20 2012, Paris (France). A. Masson-Sibut, A. Nakib et al., " new automatic landmarks extraction framework on ultrasound images of the femoral condyles", .To appear in Proc. Int. Conf. SPIE Medical Imaging,2012, Feb. 4-6, 2012, San Diego (USA) Nakib, A., Scheluze, Y., E. Petit, "Optimal fractional filter for image segmentation" . To appear in proc. of Int. Conf. SPIE electronic imaging 2012, Jan. 22-26, (2012) San Francisco, CA, USA.Hajjem, S., Nakib A., et al.:" Brain MRI segmentation based on shortest path andbiased survival exponential entropy", In Proc. of Int. Artificial Evolution Conf. 2011, Oct. 24-26 (2011), Angers, France.Masson-Sibut, A., Nakib A., et al.:" Computer Assisted Intramedullary Nailing using Real-Time Bone Detection in 2D Ultrasound Images", In proc. MICCAI Machine Learning in Medical Imaging 2011 workshop, September 18-24, Toronto Canada. in Lecture Notes in Computer Science, 2011, Volume 7009/2011, pp. 18-25 Lepagnot, J., Nakib, A., Oulhadj, H., and Siarry, P., Brain cine-MRI registration using MLSDO dynamic optimization algorithm, To appear in Proc. of 9th Metaheuristics International Conference (MIC 2011) July 25-28 2011, Udine (Italy).Lepagnot, J., Nakib, A., Oulhadj, H., and Siarry, P.,Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization, In proc. IEEE CE'2011 Congress, June, 5-8 2011, New Orlean (USA). Masson-Sibut, A., Petit, E., Leitner, F., Normand, F., Nakib, A., Pinzuti, JB, Bone Surface Segmentation in Ultrasound Images. Application in Computer Assisted Intramedullary Nailing of the Tibia Shaft. 2nd International Workshop on Medical Image Analysis and Description for Diagnosis Systems - MIAD 2011 , January 26-29 2011, Roma (Italy). J. Lepagnot, A. Nakib, H, Oulhadj, and P. Siarry : “A multiagent algorithm for dynamic continuous optimization”, International Workshop on 10th anniversary of the metaheuristics community (EU/ME), June 3-4 2010, Lorient (France). Nakib, A., Aiboud, F., Hodel, J., Siarry, P., Decq, P., Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI, Int. Conf. SPIE Medical Imaging, Vol. 7623, pp. 76232l-76232l-10 ,Feb. 13-18, 2010, San Diego (USA). Lepagnot, J., Nakib, A., Oulhadj, H., and Siarry, P., Performance analysis of MADO dynamic optimization algorithm, IEEE Intelligent System Design and Applications (ISDA'09), Oct. 2009, ISDA'09 Pisa (Italy), pp. 37-42.Cooren, Y., Nakib, A. and Siarry, P. , Image thresholding using TRIBES, a parameter-free particle swarm optimization algorithm. In Proc. Of Int. Conf. on Learning and Intelligent Optimization (LION 2007 II). December 8-12 2007, Trento (Italy). Nakib, A., Cooren, Y., Oulhadj, H. and Siarry, P. , Magnetic resonance image segmentation based on two-dimensional exponential entropy and a parameter free PSO. In Proc. of Int. Conf. on Evolution Artificial EA'07. October 29-31, 2007, pp. 50-61, Tours (France).Nakib, A. , Roman, S., Oulhadj, H. and Siarry, P. , Fast MRI segmentation based on two dimensional survival exponential entropy and particle swarm optimization. In proc. of the 29th Annual Int. Conf. on the IEEE EMBS. pp. 55635565, August 22-26 2007, Lyon (France).Nakib, A., Oulhadj, H. and Siarry, P. , Microscopic image segmentation with twodimensional exponential entropy based on hybrid microcanonical annealing. IAPR Conference on Machine Vision Applications (MVA2007). pp. 420-423, May 16-18 2007, Tokyo (Japan).Nakib, A., Ferdi, Y., Entropy Reduction in fractionally differentiated electrocardiogram signals, In proc. of Int. Conf. EMBC'02, pp. 562-563,Dec. 4-8 2002,Vienna (Austria).Up Book Chapters Lepagnot, J., Nakib, A., Oulhadj, H., and Siarry, P.,Elastic registration of brain cine-MRI sequences using MLSDO dynamic optimization algorithm, TO appear [1] A. Nakib, L. Najman, H. talbot et P. Siarry, " Application du partitionnement de graphes à la segmentation d'images", Book title: "Partitionnement de graphes", Hermes-Lavoisier Collection Traité IC2. [2] A. Nakib, A. Nait-ali , H. Oulhadj and P. Siarry , ”Quasi-reversible two-dimensional fractional differentiation based method for image entropy reduction” Book Chapter (To appear) of Pattern Recognition and Machine Intelligence. [3] A. Nakib, R. Blanc , H. Oulhadj and P. Siarry "Les fourmis pour la segmentation d'images médicales par résonance magnétique", book title: "Fourmis artificielle",Hermes-Lavoisier Collection Traité IC2, To appear (Oct. 2009). [4] A. Nakib, A. Nait-ali , V. Van Wassenhove and P. Siarry "Parametric modeling of some biosignals using metaheuristics", Book title: "Advanced biosignal processing" Springer (2009). Up Reviewed National Conference Proceedings http://amir.nakib.free.fr

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Amir NAKIB, PhD

M. Dakkak ,A. Nakib et al.:" Méthode hybride de localisation à l’intérieur d’un bâtiment via la classification de coordonnées", To appear in ROADEF 2011, Saint Etienne. J. Lepagnot, A. Nakib , H, Oulhadj and P. Siarry : “ Recalage de séquences d’images IRM basé sur un nouvel algorithme d’optimisation dynamique", To appear ROADEF 2011, Saint Etienne.S. Senova, J. Hodel, A. Nakib, P. Decq, Cinématique de la ligne CACP au cours du cycle cardiaque, Société de NeuroChirurgie de Langue Française (SNCLF )- Journées annuelles, Marne-la-Vallée (Paris), Vol. 56, pp. 544., 5-8 décembre 2010.(Elsevier) A. Nakib, H. Oulhadj, Y. Ferdi, and Siarry, P, Segmentation d’image par dérivation d’ordre non entier, Systèmes d'Ordre Fractionnaire et leurs applications (SOFA 2010), Mai 18-19 2010, Skikda (Algeria).J. Lepagnot, A. Nakib, H. Oulhadj, and P. Siarry, Réduction du nombre de paramètres de la métaheuristiques d'optimisation dynamqiue MADO. Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF'10), Février 24-26 2010, Toulouse. A. Nakib, H. Oulhadj, and P. Siarry, Seuillage multiniveau d'images par Optimisation multiobjectif. Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF'09), Février 10-12 2009, Nancy.·A. Nakib, H. Oulhadj, and P. Siarry,, Seuillage multiniveau d'images par colonies de fourmis et variance intraclasse biaisée. Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF'08). pp. 335-336, Février 25-28 2008, Clermont-Ferrand.H. Oulhadj, A. Nakib, and P. Siarry, Segmentation d'images par maximisation de l'entropie à deux dimensions basée sur le recuit microcanonique. Colloque GRETSI, pp. 773-776, 11-14 Septembre 2007, Troyes.A. Nakib, H. Oulhadj, and P. Siarry, Segmentation optimale d'images par optimisation multicritère et dérivation non-entière. Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF'07). pp. 337-338, Février 20-23 2007, Grenoble. A. Nakib, H. Oulhadj, and P. Siarry, Segmentation optimale d'image par recuit simulé. Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF'06), Février 68, 2006, Lille.A. Nakib, A. Minery, H. Oulhadj, and P. Siarry, Modified intra-class variance minimization for segmentation of retinal angiographic images. Conférence de la Société Française de Génie Biologique et Médical (SFGBM). pp. 134135, Février 2005, Nancy.Up

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