2024

ref_biblio

A. Ferdi, S. Benierbah, A. Nakib, Y. Ferdi, and A. Taleb-Ahmed, "Quadratic Convolution-based YOLOv8 (Q-YOLOv8) for localization of intracranial hemorrhage from head CT images," Biomedical Signal Processing and Control, vol. 96, pp. 106611, Oct. 2024. <10.1016/j.bspc.2024.106611>. <hal-04756834>.

ref_biblio

B. Wang, Z. Zhang, P. Siarry, X. Liu, G. Królczyk, D. Hua, F. Brumercik, and Z. Li, "A nonlinear African vulture optimization algorithm combining Henon chaotic mapping theory and reverse learning competition strategy," Expert Systems with Applications, vol. 236, pp. 121413, Feb. 2024. <10.1016/j.eswa.2023.121413>. <hal-04338172>.

ref_biblio

B. Wang, Z. Zhang, P. Siarry, X. Liu, G. Królczyk, D. Hua, F. Brumercik, and Z. Li, "A nonlinear African vulture optimization algorithm combining Henon chaotic mapping theory and reverse learning competition strategy," Expert Systems with Applications, vol. 236, pp. 121413, Feb. 2024. <10.1016/j.eswa.2023.121413>. <hal-04508975>.

ref_biblio

F. Bougourzi, F. Dornaika, A. Nakib, and A. Taleb-Ahmed, "Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes," Artificial Intelligence Review, vol. 57, no. 4, pp. 90, 2024. <10.1007/s10462-024-10717-2>. <hal-04520691>.

ref_biblio

H. Du, Y. Sun, Y. Pan, Z. Li, and P. Siarry, "A lane-changing trajectory re-planning method considering conflicting traffic scenarios," Engineering Applications of Artificial Intelligence, vol. 127, pp. 107264, Jan. 2024. <10.1016/j.engappai.2023.107264>. <hal-04508973>.

ref_biblio

X. Qi, C. Yang, M. Huang, Z. Ma, A. Hnydiuk-Stefan, K. Feng, P. Siarry, G. Królczyk, and Z. Li, "Conventional and advanced exergy-exergoeconomic-exergoenvironmental analyses of an organic Rankine cycle integrated with solar and biomass energy sources," Energy, vol. 288, pp. 129657, Feb. 2024. <10.1016/j.energy.2023.129657>. <hal-04508969>.

ref_biblio

X. Qi, O. Kochan, Z. Ma, P. Siarry, G. Królczyk, and Z. Li, "Energy, exergy, exergoeconomic and exergoenvironmental analyses of a hybrid renewable energy system with hydrogen fuel cells," International Journal of Hydrogen Energy, vol. 52, pp. 617-634, Jan. 2024. <10.1016/j.ijhydene.2023.07.163>. <hal-04508977>.

2023

ref_biblio

A. Baghdadi, R. Fourati, Y. Aribi, S. Daoud, M. Dammak, C. Mhiri, H. Chabchoub, P. Siarry, and A. Alimi, "A channel-wise attention-based representation learning method for epileptic seizure detection and type classification," Journal of Ambient Intelligence and Humanized Computing, vol. 14, no. 7, pp. 9403-9418, May. 2023. <10.1007/s12652-023-04609-6>. <hal-04509171>.

ref_biblio

A. Fabry, M. Nedunchelian, N. Stacoffe, S. Guinebert, J. Zipfel, A. Krainik, C. Maindet, B. Kastler, S. Grand, and A. Kastler, "Review of craniofacial pain syndromes involving the greater occipital nerve: relevant anatomy, clinical findings, and interventional management," Neuroradiology, vol. 66, no. 2, pp. 161-178, Dec. 2023. <10.1007/s00234-023-03273-z>. <hal-04840067>.

ref_biblio

C. Sun, Y. Geng, A. Glowacz, M. Sulowicz, Z. Ma, P. Siarry, M. K. Gupta, and Z. Li, "The heat transfer and fluid flow characteristics of water/Fe3O4 ferrofluid flow in a tube with V-cut twisted tape turbulator under the magnetic field effect," Journal of Magnetism and Magnetic Materials, vol. 586, pp. 171128, Nov. 2023. <10.1016/j.jmmm.2023.171128>. <hal-04509010>.

ref_biblio

L. Souquet, N. Shvai, A. Llanza, and A. Nakib, "Convolutional neural network architecture search based on fractal decomposition optimization algorithm," Expert Systems with Applications, vol. 213, pp. 118947, Mar. 2023. <10.1016/j.eswa.2022.118947>. <hal-04053450>.

ref_biblio

M. Lahlouh, R. Blanc, M. Piotin, J. Szewczyk, N. Passat, and Y. Leroul, "Cerebral AVM segmentation from 3D rotational angiography images by convolutional neural networks," Neuroscience Informatics, vol. 3, no. 3, pp. 100138, 2023. <10.1016/j.neuri.2023.100138>. <hal-04164909>.

ref_biblio

M. Younsi, M. Diaf, and P. Siarry, "Comparative study of orthogonal moments for human postures recognition," Engineering Applications of Artificial Intelligence, vol. 120, pp. 105855, Apr. 2023. <10.1016/j.engappai.2023.105855>. <hal-04338183>.

ref_biblio

N. Kouka, R. Fourati, R. Fdhila, P. Siarry, and A. Alimi, "EEG channel selection-based binary particle swarm optimization with recurrent convolutional autoencoder for emotion recognition," Biomedical Signal Processing and Control, vol. 84, pp. 104783, Jul. 2023. <10.1016/j.bspc.2023.104783>. <hal-04338178>.

ref_biblio

N. Shvai, A. Hasnat, and A. Nakib, "Multiple auxiliary classifiers GAN for controllable image generation: Application to license plate recognition," IET Intelligent Transport Systems, vol. 17, no. 1, pp. 243-254, Jan. 2023. <10.1049/itr2.12251>. <hal-04053506>.

ref_biblio

S. Mallem, A. Hasnat, and A. Nakib, "Efficient Meta label correction based on Meta Learning and bi-level optimization," Engineering Applications of Artificial Intelligence, vol. 117, pp. 105517, Jan. 2023. <10.1016/j.engappai.2022.105517>. <hal-04053500>.

ref_biblio

X. Liu, P. Qi, P. Siarry, D. Hua, Z. Ma, X. Guo, O. Kochan, and Z. Li, "Mining security assessment in an underground environment using a novel face recognition method with improved multiscale neural network," Alexandria Engineering Journal, vol. 80, pp. 217-228, Oct. 2023. <10.1016/j.aej.2023.07.079>. <hal-04508998>.

ref_biblio

Y. Si, F. Brumercik, C. Yang, A. Glowacz, Z. Ma, P. Siarry, M. Sulowicz, M. K. Gupta, and Z. Li, "Prediction and evaluation of energy and exergy efficiencies of a nanofluid-based photovoltaic-thermal system with a needle finned serpentine channel using random forest machine learning approach," Engineering Analysis with Boundary Elements, vol. 151, pp. 328-343, Jun. 2023. <10.1016/j.enganabound.2023.03.009>. <hal-04509007>.

ref_biblio

Z. Li, X. Qi, M. Huang, Z. Ma, O. Kochan, C. Yang, and P. Siarry, "Multi-objective optimization of hydrogen production system based on the combined supercritical cycle and gas turbine plant," Chemosphere, vol. 338, pp. 139344, Oct. 2023. <10.1016/j.chemosphere.2023.139344>. <hal-04509002>.

2022

ref_biblio

A. Flori, H. Oulhadj, and P. Siarry, "QUAntum Particle Swarm Optimization: an auto-adaptive PSO for local and global optimization," Computational Optimization and Applications, vol. 82, no. 2, pp. 525-559, Apr. 2022. <10.1007/s10589-022-00362-2>. <hal-04335547>.

ref_biblio

F. E. Keddous, and A. Nakib, "Optimal CNN--Hopfield Network for Pattern Recognition Based on a Genetic Algorithm," Algorithms, vol. 15, no. 1, pp. 11, Jan. 2022. <10.3390/a15010011>. <hal-04053510>.

ref_biblio

H. Moon, R. Maiti, K. D. Sharma, Y. Amirat, P. Siarry, and S. Mohammed, "Hybrid Half-Gaussian Selectively Adaptive Fuzzy Control of an Actuated Ankle--Foot Orthosis," IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 9635-9642, Oct. 2022. <10.1109/LRA.2022.3191187>. <hal-04030613>.

ref_biblio

J. Euchi, M. Masmoudi, and P. Siarry, "Home health care routing and scheduling problems: a literature review," 4OR: A Quarterly Journal of Operations Research, vol. 20, no. 3, pp. 351-389, Jun. 2022. <10.1007/s10288-022-00516-2>. <hal-04335553>.

ref_biblio

S. Guinebert, E. Petit, V. Bousson, S. Bodard, N. Amoretti, and B. Kastler, "Automatic semantic segmentation and detection of vertebras and intervertebral discs by neural networks," Computer Methods and Programs in Biomedicine Update, vol. 2, pp. 100055, 2022. <10.1016/j.cmpbup.2022.100055>. <hal-04054447>.

ref_biblio

Y.-F. Pu, P. Siarry, W.-Y. Zhu, J. Wang, and N. Zhang, "Fractional-Order Ant Colony Algorithm: A Fractional Long Term Memory Based Cooperative Learning Approach," Swarm and Evolutionary Computation, vol. 69, pp. 101014, Mar. 2022. <10.1016/j.swevo.2021.101014>. <hal-04335559>.

2021

ref_biblio

A. Flori, H. Oulhadj, and P. Siarry, "Metaheuristics for the positioning of 3D objects based on image analysis of complementary 2D photographs," Machine Vision and Applications, vol. 32, no. 5, pp. 105, Aug. 2021. <10.1007/s00138-021-01229-y>. <hal-04335561>.

ref_biblio

A. Kedra, M. Lahlouh, E. Shotar, Y. Chenoune, L. Boistard, A. Boussac, N. Shor, J. Savatovsky, R. Hage, V. Touitou, P. Nicholson, F. Clarençon, M. Piotin, R. Blanc, and S. Lenck, "Global collapse of the dural sinuses after venous stenting in idiopathic intracranial hypertension," Journal of Neurology, Neurosurgery and Psychiatry, vol. 92, no. 12, pp. 1363-1364, 2021. <10.1136/jnnp-2020-325717>. <hal-03277749>.

ref_biblio

G. Khodabandelou, and A. Nakib, "H -polytope decomposition-based algorithm for continuous optimization," Information Sciences, vol. 558, pp. 50-75, May. 2021. <10.1016/j.ins.2020.12.090>. <hal-04030741>.

ref_biblio

K. Taibouni, A. Miere, A. Samake, E. Souied, E. Petit, and Y. Chenoune, "Choroidal Neovascularization Screening on OCT-Angiography Choriocapillaris Images by Convolutional Neural Networks," Applied Sciences, vol. 11, no. 19, pp. 9313, Oct. 2021. <10.3390/app11199313>. <hal-04054450>.

2020

ref_biblio

A. Baghdadi, Y. Aribi, R. Fourati, N. Halouani, P. Siarry, and A. Alimi, "Psychological stimulation for anxious states detection based on EEG-related features," Journal of Ambient Intelligence and Humanized Computing, vol. 12, no. 8, pp. 8519-8533, Oct. 2020. <10.1007/s12652-020-02586-8>. <hal-04335583>.

ref_biblio

A. F. Pascaner, S. Houriez--Gombaud-Saintonge, D. Craiem, U. Gencer, M. E. Casciaro, E. Charpentier, K. Bouaou, A. De Cesare, T. Dietenbeck, Y. Chenoune, N. Kachenoura, E. Mousseaux, G. Soulat, and E. Bollache, "Comprehensive assessment of local and regional aortic stiffness in patients with tricuspid or bicuspid aortic valve aortopathy using magnetic resonance imaging," International Journal of Cardiology, Nov. 2020. <10.1016/j.ijcard.2020.11.046>. <hal-03037787>.

ref_biblio

A. Miere, T. Le Meur, K. Bitton, C. Pallone, O. Semoun, V. Capuano, D. Colantuono, K. Taibouni, Y. Chenoune, P. Astroz, S. Berlemont, E. Petit, and E. Souied, "Deep Learning-Based Classification of Inherited Retinal Diseases Using Fundus Autofluorescence," Journal of Clinical Medicine, vol. 9, no. 10, pp. 3303, Oct. 2020. <10.3390/jcm9103303>. <hal-04054454>.

ref_biblio

K. Das Sharma, A. Chatterjee, P. Siarry, and A. Rakshit, "A novel disturbance rejection factor based stable direct adaptive fuzzy control strategy for a class of nonlinear systems," Expert Systems, vol. 38, no. 3, Nov. 2020. <10.1111/exsy.12651>. <hal-04335563>.

ref_biblio

M. Younsi, M. Diaf, and P. Siarry, "Automatic multiple moving humans detection and tracking in image sequences taken from a stationary thermal infrared camera," Expert Systems with Applications, vol. 146, pp. 113171, May. 2020. <10.1016/j.eswa.2019.113171>. <hal-04335587>.

ref_biblio

N. Drira, M. Kotti, M. Fakhfakh, P. Siarry, and E. Tlelo-Cuautle, "Convergence rates of the efficient global optimization algorithm for improving the design of analog circuits," Analog Integrated Circuits and Signal Processing, vol. 103, no. 1, pp. 143-162, Jan. 2020. <10.1007/s10470-020-01585-1>. <hal-04335593>.

ref_biblio

N. Shvai, A. Hasnat, A. Meicler, and A. Nakib, "Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 3, pp. 1288-1297, Mar. 2020. <10.1109/TITS.2019.2906821>. <hal-04054439>.

ref_biblio

T. X. Pham, P. Siarry, and H. Oulhadj, "Segmentation of MR Brain Images Through Hidden Markov Random Field and Hybrid Metaheuristic Algorithm," IEEE Transactions on Image Processing, vol. 29, pp. 6507-6522, 2020. <10.1109/TIP.2020.2990346>. <hal-04335601>.

2019

ref_biblio

A. B. Daho, M. Boughazi, and E. Petit, "Detection of abnormal blood cells by segmentation and classification," International Journal of Medical Engineering and Informatics, vol. 11, no. 1, pp. 57, 2019. <10.1504/IJMEI.2019.096892>. <hal-04338235>.

ref_biblio

A. Nakib, L. Souquet, and E.-G. Talbi, "Parallel fractal decomposition based algorithm for big continuous optimization problems," Journal of Parallel and Distributed Computing, vol. 133, pp. 297-306, Nov. 2019. <10.1016/j.jpdc.2018.06.002>. <hal-02304882>.

ref_biblio

F. Bouaziz, H. Oulhadj, D. Boutana, and P. Siarry, "Automatic ECG arrhythmias classification scheme based on the conjoint use of the multi-layer perceptron neural network and a new improved metaheuristic approach," IET Signal Processing, vol. 13, no. 8, pp. 726-735, Oct. 2019. <10.1049/iet-spr.2018.5465>. <hal-04335630>.

ref_biblio

L. Cota, F. Guimarães, R. Ribeiro, I. Meneghini, F. De Oliveira, M. J. Souza, and P. Siarry, "An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem," Swarm and Evolutionary Computation, vol. 51, pp. 100601, Dec. 2019. <10.1016/j.swevo.2019.100601>. <hal-04335646>.

ref_biblio

M. Dey, S. P. Rana, and P. Siarry, "A robust FLIR target detection employing an auto-convergent pulse coupled neural network," Remote Sensing Letters, vol. 10, no. 7, pp. 639-648, Mar. 2019. <10.1080/2150704x.2019.1597296>. <hal-04335624>.

ref_biblio

R. Enayatifar, F. G. Guimarães, and P. Siarry, "Index-based permutation-diffusion in multiple-image encryption using DNA sequence," Optics and Lasers in Engineering, vol. 115, pp. 131-140, Apr. 2019. <10.1016/j.optlaseng.2018.11.017>. <hal-04335650>.

ref_biblio

R. Madiouni, S. Bouallègue, J. Haggège, and P. Siarry, "Epsilon-multiobjective particle swarm optimization-based tuning of sensitivity functions for polynomial control design," Transactions of the Institute of Measurement and Control, vol. 41, no. 13, pp. 3688-3704, Apr. 2019. <10.1177/0142331219834994>. <hal-04335635>.

ref_biblio

S. P. Rana, M. Dey, and P. Siarry, "Boosting content based image retrieval performance through integration of parametric & nonparametric approaches," Journal of Visual Communication and Image Representation, vol. 58, pp. 205-219, Jan. 2019. <10.1016/j.jvcir.2018.11.015>. <hal-04335614>.

ref_biblio

W. Boukadida, A. Benamor, H. Messaoud, and P. Siarry, "Metaheuristics-based Multi-objective Design of Global Robust Optimal Sliding Mode Control of Discrete Uncertain Systems," International Journal of Control, Automation and Systems, vol. 17, no. 6, pp. 1378-1392, May. 2019. <10.1007/s12555-018-0486-y>. <hal-04335605>.

2018

ref_biblio

A. Ghoumari, A. Nakib, and P. .. Siarry, "Evolutionary algorithm with ensemble strategies based on maximum a posteriori for continuous optimization," Information Sciences, 2018. <10.1016/j.ins.2018.05.041>. <hal-01823466>.

ref_biblio

C. Chahine, C. Vachier-Lagorre, Y. Chenoune, R. El Berbari, Z. El Fawal, and E. Petit, "Information fusion for unsupervised image segmentation using stochastic watershed and Hessian matrix," IET Image Processing, vol. 12, no. 4, pp. 525-531, 2018. <10.1049/iet-ipr.2017.0798>. <hal-01845853>.

ref_biblio

C. Leboucher, H.-S. Shin, R. Chelouah, S. Le Menec, P. Siarry, M. Formoso, A. Tsourdos, and A. Kotenkoff, "An Enhanced Particle Swarm Optimization Method Integrated With Evolutionary Game Theory," IEEE Transactions on Games, vol. 10, no. 2, pp. 221-230, Jun. 2018. <10.1109/TG.2017.2787343>. <hal-04335654>.

ref_biblio

I. V., L. R., S. V., V. V., P. Siarry, and L. Uden, "Multi-objective optimization and energy management in renewable based AC/DC microgrid," Computers and Electrical Engineering, vol. 70, pp. 179-198, Aug. 2018. <10.1016/j.compeleceng.2018.01.023>. <hal-04335660>.

ref_biblio

S. Djemame, M. Batouche, H. Oulhadj, and P. Siarry, "Solving reverse emergence with quantum PSO application to image processing," Soft Computing, vol. 23, no. 16, pp. 6921-6935, Jun. 2018. <10.1007/s00500-018-3331-6>. <hal-04335611>.

ref_biblio

S. Hasnaoui, A. Amahmid, H. Beji, A. Raji, M. Hasnaoui, A. El Mansouri, Y. Dahani, and M. Alouah, "Hybrid lattice Boltzmann finite difference simulation of Soret convection flows in a square cavity with internal heat generation," Numerical Heat Transfer, Part A Applications, vol. 74, no. 1, pp. 948-973, 2018. <10.1080/10407782.2018.1487690>. <hal-03629697>.

ref_biblio

T. X. Pham, P. .. Siarry, and H. Oulhadj, "Integrating fuzzy entropy clustering with an improved PSO for MRI brain image segmentation," Applied Soft Computing, vol. 65, pp. 230-242, 2018. <hal-01823431>.

ref_biblio

Y.-F. Pu, P. .. Siarry, A. Chatterjee, Z. Wang, Z. Yi, Y. Liu, J. Zhou, and Y. Wang, "A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation-Based Formulation for Multi-Scale Nonlocal Contrast Enhancement with Texture Preserving," IEEE Transactions on Image Processing, vol. 27, no. 3, pp. 1214-1229, 2018. <hal-01823461>.

ref_biblio

Y.-F. Pu, P. Siarry, A. Chatterjee, Z.-N. Wang, Z. Yi, Y.-G. Liu, J.-L. Zhou, and Y. Wang, "A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation-Based Formulation for Multi-Scale Nonlocal Contrast Enhancement with Texture Preserving," IEEE Transactions on Image Processing, vol. 27, no. 3, pp. 1214-1229, Mar. 2018. <10.1109/TIP.2017.2779601>. <hal-04335657>.

2017

ref_biblio

A. Belkadi, H. Oulhadj, Y. Touati, S. A. Khan, and B. B. Daachi, "On the robust PID adaptive controller for exoskeletons: A particle swarm optimization based approach," Applied Soft Computing, vol. 60, pp. 87-100, 2017. <hal-01681968>.

ref_biblio

A. Boudries, M. Amad, and P. .. Siarry, "Novel approach for replacement of a failure node in wireless sensor network," Telecommunication Systems, vol. 65, no. 3, pp. 341-350, 2017. <hal-01681965>.

ref_biblio

A. Masson-Sibut, and A. Nakib, "Real Time assessment of bone structure positions via US imaging," Journal of Real-Time Image Processing, vol. 13, no. 1, pp. 135-145, 2017. <hal-01568076>.

ref_biblio

H. Ma, D. Simon, P. .. Siarry, Z. Yang, and M. Fei, "Biogeography-based optimization: a 10-year review," IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 1, no. 5, pp. 391-407, 2017. <hal-01681961>.

ref_biblio

I. Boussaid, P. .. Siarry, and M. Ahmed-Nacer, "A survey on search-based model-driven engineering," Automated Software Engineering, vol. 24, no. 2, pp. 233-294, 2017. <hal-01681962>.

ref_biblio

P. Loubière, A. Jourdan, P. .. Siarry, and R. Chelouah, "A sensitivity analysis method aimed at enhancing the metaheuristics for continuous optimization," Artificial Intelligence Review, 2017. <10.1007/s10462-017-9553-7>. <hal-01681967>.

ref_biblio

V. Gardeux, M. G. H. Omran, R. Chelouah, P. .. Siarry, and F. Glover, "Adaptive pattern search for large-scale optimization," Applied Intelligence, vol. 47, no. 2, pp. 319-330, 2017. <hal-01681963>.

2016

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Multiobjective improved spatial fuzzy c-means clustering for image segmentation combining Pareto-optimal clusters," Journal of Heuristics, vol. 22, no. 4, pp. 383--404, 2016. <hal-01568089>.

ref_biblio

C. Leboucher, H.-S. Shin, P. .. Siarry, S. L. Ménec, R. Chelouah, and A. Tsourdos, "Convergence proof of an enhanced Particle Swarm Optimisation method integrated with Evolutionary Game Theory," Information Sciences, vol. 346-347, pp. 389-411, 2016. <hal-01568075>.

ref_biblio

M. Ali, C. W. Ahn, M. Pant, and P. .. Siarry, "A reliable image watermarking scheme based on redistributed image normalization and SVD," Discrete Dynamics in Nature and Society, 2016. <10.1155/2016/3263587>. <hal-01568071>.

ref_biblio

N. Smairi, P. .. Siarry, and K. Ghedira, "A hybrid particle swarm approach based on Tribes and tabu search for multi-objective optimization," Optimization Methods and Software, vol. 31, no. 1, pp. 204-231, 2016. <hal-01568069>.

ref_biblio

R. Madiouni, S. Bouallègue, J. Haggège, and P. .. Siarry, "Robust RST control design based on multi-objective particle swarm optimization approach," International Journal of Control, Automation and Systems, vol. 14, no. 6, pp. 1607-1617, 2016. <hal-01568072>.

ref_biblio

T.-A. Nguyen, A. Nakib, and H.-N. Nguyen, "Optimal Distributed Non-local means filtering for Hybrid Parallel Architecture," Computer Methods and Programs in Biomedicine, vol. 127, pp. 29-39, 2016. <hal-01568070>.

2015

ref_biblio

A. E. Dor, D. Lemoine, M. Clerc, P. .. Siarry, L. Deroussi, and M. Gourgand, "Dynamic cluster in particle swarm optimization algorithm," Natural Computing, vol. 14, no. 4, pp. 655-672, 2015. <hal-01568079>.

ref_biblio

A. Lebret, Y. Kenmochi, J. Hodel, A. Rahmouni, P. Decq, and E. Petit, "Volumetric relief map for intracranial cerebrospinal fluid distribution analysis," Computerized Medical Imaging and Graphics, vol. 44, pp. 26-40, 2015. <hal-01568080>.

ref_biblio

M. Ali, C. W. Ahn, M. Pant, and P. .. Siarry, "An image watermarking scheme in wavelet domain with optimized compensation of singular value decomposition via artificial bee colony," Information Sciences, vol. 301, pp. 44-60, 2015. <hal-01568082>.

ref_biblio

R. Menasri, A. Nakib, B. B. Daachi, H. Oulhadj, and P. .. Siarry, "A trajectory planning of redundant manipulators based on bilevel optimization," Applied Mathematics and Computation, vol. 250, pp. 934-947, 2015. <hal-01538502>.

ref_biblio

T. Rohmer, A. Nakib, and A. Nafaa, "A learning based Resource allocation approach for P2P Streaming systems," IEEE Network, vol. 29, no. 1, pp. 4-11, 2015. <hal-01568078>.

ref_biblio

Y.-F. Pu, J.-L. Zhou, Y. Zhang, N. Zhang, G. Huang, and P. .. Siarry, "Fractional extreme value adaptive training method: fractional steepest descent approach," IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 4, pp. 653-662, 2015. <hal-01568077>.

2014

ref_biblio

A. Boudries, M. Aliouat, and P. .. Siarry, "Detection and replacement of a failing node in the wireless sensors networks," Computers and Electrical Engineering, vol. 40, pp. 421-432, 2014. <hal-01568086>.

ref_biblio

A. E. Dor, M. Fakhfakh, and P. .. Siarry, "Performance optimization of CMOS second generation current conveyors using a multi-swarm algorithm," AEÜ - International Journal of Electronics and Communications / Archiv für Elektronik und Übertragungstechnik, vol. 68, pp. 496-503, 2014. <hal-01568088>.

ref_biblio

A. Nakib, B. B. Daachi, M. Dakkak, and P. .. Siarry, "Mobile Tracking Based On Fractional Integration," IEEE Transactions on Mobile Computing, vol. 13, no. 10, pp. 2306--2319, 2014. <10.1109/TMC.2013.37>. <hal-01538576>.

ref_biblio

B. Formoso, and J. Lemoine, "William Lang Dessaint (1930-2013)," L'Homme - Revue française d'anthropologie, no. 209, pp. 7-11, Mar. 2014. <10.4000/lhomme.23452>. <hal-01417657>.

ref_biblio

J.-M. Tacchella, E. Roullot, M. Lefort, M.-E. Cohen, R. Guillevin, G. Petrirena, J.-Y. Delattre, M.-O. Habert, N. Yeni, A. Kas, and F. Frouin, "An efficient strategy based on an individualized selection of registration methods. Application to the coregistration of MR and SPECT images in neuro-oncology," Physics in Medicine and Biology, vol. 59, no. 22, pp. 6997-7011, 2014. <10.1088/0031-9155/59/22/6997>. <hal-01569661>.

ref_biblio

M. Ali, C. W. Ahn, and P. .. Siarry, "Differential evolution algorithm for the selection of optimal scaling factors in image watermarking," Engineering Applications of Artificial Intelligence, vol. 31, pp. 15-26, 2014. <hal-01568083>.

ref_biblio

T. Rohmer, A. Nakib, and A. Nafaa, "Priori knowledge guided approach for optimal peer selection in P2P VoD systems," IEEE Transactions on Network and Service Management, vol. 11, no. 3, pp. 350-362, 2014. <hal-01568087>.

ref_biblio

V. Damerjian, O. Tankyevych, N. Souag, and E. Petit, "Speckle Characterization Methods in Ultrasound Images - A Review," Innovation and Research in BioMedical engineering, vol. 35, no. 4, pp. 202-213, 2014. <hal-01681979>.

ref_biblio

Y.-F. Pu, P. .. Siarry, J.-L. Zhou, and N. Zhang, "A fractional partial differential equation based multiscale denoising model for texture image," Mathematical Methods in the Applied Sciences, vol. 37, no. 12, pp. 1784-1806, 2014. <hal-01568084>.

2013

ref_biblio

A. Benaichouche, H. Oulhadj, and P. Siarry, "Improved spatial fuzzy c-means clustering for image segmentation using PSO initialization, Mahalanobis distance and post-segmentation correction," Digital Signal Processing, vol. 23, pp. 1390-1400, 2013. <hal-00916143>.

ref_biblio

A. Boudries, M. Aliouat, and P. Siarry, "Detection and replacement of a failing node in the wireless sensors networks," Computers and Electrical Engineering, pp. 10.1016/j.comeleceng.2013.10.010, 2013. <hal-00916879>.

ref_biblio

A. Dirami, K. Hammouche, M. Diaf, and P. .. Siarry, "Fast multilevel thresholding for image segmentation through a multiphase level set method," Digital Signal Processing, vol. 93, no. 1, pp. 139-153, 2013. <hal-01568090>.

ref_biblio

A. Dirami, K. Hammouche, M. Diaf, and P. Siarry, "Fast multilevel thresholding for image segmentation through a multiphase level set method," Signal Processing, vol. 93, pp. 139-153, 2013. <hal-00916156>.

ref_biblio

A. Lebret, J. Hodel, A. Rahmouni, P. Decq, and E. Petit, "Cerebrospinal Fluid Volume Analysis for Hydrocephalus Diagnosis and Clinical Research," Computerized Medical Imaging and Graphics, vol. 37, no. 3, pp. 224-233, 2013. <hal-01598956>.

ref_biblio

A. Nakib, B. Daachi, M. Dakkak, and P. Siarry, "Mobile tracking based on fractional integration," IEEE Transactions on Mobile Computing, pp. 10.1109/TMC.2013.37, 2013. <hal-00916132>.

ref_biblio

A. Nakib, D. B., M. Dakkak, and P. .. Siarry, "Mobile Tracking Base On Fractional Integration," IEEE Transactions on Mobile Computing, pp. DOI: 10.1109/TMC.2013.37, 2013. <10.1109/TMC.2013.37>. <hal-00917117>.

ref_biblio

A.-N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Improved spatial fuzzy c-means clustering for image segmentation using PSO initialization, Mahalanobis distance and post-segmentation correction," Digital Signal Processing, vol. 23, no. 5, pp. 1390-1400, 2013. <hal-01568094>.

ref_biblio

I. Boussaïd, J. Lepagnot, and P. .. Siarry, "A survey on optimization metaheuristics," Information Sciences, vol. 237, pp. 82-117, 2013. <hal-01568093>.

ref_biblio

I. Boussaid, J. Lepagnot, and P. Siarry, "A survey on optimization metaheuristics.," Information Sciences, vol. 237, pp. 82-117, 2013. <hal-00916142>.

ref_biblio

I.-C. Buscemi, and S. Guyot, "A near real time polarimetric imaging," Journal of Biomedical Optics, vol. 18, no. 11, 2013. <hal-01569676>.

ref_biblio

I.-C. Buscemi, and S. Guyot, "Phase spectrum increments of the speckle pattern," European Physical Journal: Applied Physics, vol. 63, no. 3, 2013. <hal-01569669>.

ref_biblio

J. Hodel, A. Lebret, E. Petit, X. Leclerc, M. Zins, A. Vignaud, P. Decq, and A. Rahmouni, "Imaging of the entire cerebrospinal fluid volume with a multistation 3D SPACE MR sequence: feasibility study in patients with hydrocephalus," European Radiology, vol. 23, no. 6, pp. 1450-1458, 2013. <10.1007/s00330-012-2732-7>. <hal-01569665>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "A multiple local search algorithm for continuous dynamic optimization," Journal of Heuristics, vol. 19, pp. 35-76, 2013. <hal-01568092>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. Siarry, "A multiple local search algorithm for continuous dynamic optimization," Journal of Heuristics, vol. 19, pp. 35-76, 2013. <hal-00916153>.

ref_biblio

L. Idoumghar, N. Chérin, P. .. Siarry, R. Roche, and A. Miraoui, "Hybrid ICA-PSO algorithm for continuous optimization," Applied Mathematics and Computation, vol. 219, pp. 11149-11170, 2013. <hal-01568095>.

ref_biblio

L. Idoumghar, N. Chérin, P. Siarry, R. Roche, and A. Miraoui, "Hybrid ICA-PSO algorithm for continuous optimization," Applied Mathematics and Computation, vol. 219, pp. 11149-11170, 2013. <hal-00916152>.

ref_biblio

M. Ali, C. Ahn, and P. Siarry, "Differential evolution algorithm for the selection of optimal scaling factors in image watermarking.," Engineering Applications of Artificial Intelligence, pp. 10.1016/j.engaai.2013.07.009, 2013. <10.1016/j.engappai.2013.07.009>. <hal-00916129>.

ref_biblio

Y.-F. Pu, J.-L. Zhou, Y. Zhang, N. Zhang, G. Huang, and P. Siarry, "Fractional extreme value adaptive training method: fractional steepest descent approach," IEEE Transactions on Neural Networks and Learning Systems, pp. 10.1002/mma.2935, 2013. <hal-00916137>.

2012

ref_biblio

A. Chatterjee, A. Nakib, P. Siarry, and R. Blanc, "An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy," Engineering Applications of Artificial Intelligence, vol. 25, pp. 1698-1709, 2012. <hal-00916165>.

ref_biblio

A. Chatterjee, P. .. Siarry, A. Nakib, and R. Blanc, "An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy," Engineering Applications of Artificial Intelligence, vol. 25, no. 8, pp. 1698-1709, 2012. <hal-01679158>.

ref_biblio

A. E. Dor, M. Clerc, and P. .. Siarry, "A multi-swarm PSO using charged particles in a partitioned search space for continuous optimization," Computational Optimization and Applications, vol. 53, no. 1, pp. 271-295, 2012. <hal-01679163>.

ref_biblio

A. El Dor, M. Clerc, and P. Siarry, "A multi-swarm PSO using charged particles in a partitioned search space for continuous optimization," Computational Optimization and Applications, vol. 53, pp. 271-295, 2012. <hal-00916166>.

ref_biblio

A. Karimi, and P. .. Siarry, "Global Simplex Optimization, a simple and efficient metaheuristic for continuous optimization," Engineering Applications of Artificial Intelligence, vol. 25, no. 1, pp. 48-55, 2012. <hal-01679160>.

ref_biblio

A. Karimi, and P. Siarry, "Global Simplex Optimization, a simple and efficient metaheuristic for continuous optimization," Engineering Applications of Artificial Intelligence, vol. 25, pp. 48-55, 2012. <hal-00916186>.

ref_biblio

A. Nakib, P. .. Siarry, and P. Decq, "A framework for analysis of brain cine MR sequences," Computerized Medical Imaging and Graphics, vol. 36, no. 2, pp. 152-168, 2012. <hal-01679161>.

ref_biblio

A. Nakib, P. Siarry, and P. Decq, "A framework for analysis of brain cine MR sequences," Computerized Medical Imaging and Graphics, vol. 36, pp. 152-168, 2012. <hal-00916168>.

ref_biblio

A. Nakib, Y. Schluze, and E. Petit, "Image thresholding framework Based on Two-Dimensional Digital Fractional Integration and Legendre moments," IET Image Processing, vol. 6, no. 6, pp. 717-727, 2012. <hal-01679155>.

ref_biblio

H. Akrout, B. Jarboui, P. Siarry, and A. Rebai, "A GRASP based on DE to solve single machine scheduling problem with SDST," Computational Optimization and Applications, vol. 51, pp. 411-435, 2012. <hal-00916184>.

ref_biblio

H. Akrout, B. Jarboui, and P. .. Siarry, "A. Rebai, A GRASP based on DE to solve single machine scheduling problem with SDST," Computational Optimization and Applications, vol. 51, no. 1, pp. 411-435, 2012. <hal-01679162>.

ref_biblio

I. Boussaïd, A. Chatterjee, P. .. Siarry, and M. Ahmed-Nacer, "Biogeography-based optimization for constrained optimization problems," Computers and Operations Research, vol. 39, no. 12, pp. 3293-3304, 2012. <hal-01679159>.

ref_biblio

I. Boussaid, A. Chatterjee, P. Siarry, and M. Ahmed-Nacer, "Biogeography-based optimization for constrained optimization problems," Computers and Operations Research, vol. 39, pp. 3293-3304, 2012. <hal-00916161>.

ref_biblio

M. Ali, P. .. Siarry, and M. Pant, "An efficient Differential Evolution based algorithm for solving multi-objective optimization problems," European Journal of Operational Research, vol. 217, no. 2, pp. 404-416, 2012. <hal-01679157>.

ref_biblio

M. Ali, P. Siarry, and M. Pant, "An efficient Differential Evolution based algorithm for solving multi-objective optimization problems," European Journal of Operational Research, vol. 217, pp. 404-416, 2012. <hal-00916816>.

ref_biblio

M. E. H. Daachi, B. Achili, B. Daachi, Y. Amirat, and D. Chikouche, "Hybrid moment/position control of a parallel robot, Hybrid moment/position control of a parallel robot," International Journal of Control, Automation and Systems, vol. 10, no. 3, pp. 536-546, Jun. 2012. <hal-01058945>.

ref_biblio

N. Beji, B. Jarboui, P. .. Siarry, and H. Chabchoub, "A differential evolution algorithm to solve redundancy allocation problems," Int. Trans. In Operational Research Wiley, vol. 19, no. 6, pp. 809-824, 2012. <hal-01679154>.

ref_biblio

Y. Pu, P. Siarry, J. Zhou, and N. Zhang, "A fractional partial differential equation based multiscale denoising model for texture image," Mathematical Methods in the Applied Sciences, pp. 10.1002/mma.2935, 2012. <hal-00916188>.

2011

ref_biblio

A. Chander, A. Chatterjee, and P. .. Siarry, "A new social and momentum component adaptive PSO algorithm for image segmentation," Expert Systems with Applications, vol. 38, no. 5, pp. 4998-5004, 2011. <hal-01679172>.

ref_biblio

A. Chander, A. Chatterjee, and P. Siarry, "A new social and momentum component adaptive PSO algorithm for image segmentation," Expert Systems with Applications, vol. 38, pp. 4998-5004, 2011. <hal-00916832>.

ref_biblio

B. Jarboui, M. Eddaly, and P. .. Siarry, "A hybrid genetic algorithm for solving no-wait flowshop scheduling problems," Int. J. of Advanced Manufacturing Technology, Springer, vol. 54, no. 9, pp. 1129-1143, 2011. <hal-01679166>.

ref_biblio

B. Jarboui, M. Eddaly, and P. Siarry, "A hybrid genetic algorithm for solving no-wait flowshop scheduling problems," International Journal of Advanced Manufacturing Technology, vol. 54, pp. 1129-1143, 2011. <hal-00916819>.

ref_biblio

I. Boussaïd, A. Chatterjee, P. .. Siarry, and M. Ahmed-Nacer, "Hybridizing biogeography-based optimization with differential evolution for optimal power allocation in wireless sensor networks," IEEE Transactions on Vehicular Technology, vol. 60, no. 5, pp. 2347-2353, 2011. <hal-01679165>.

ref_biblio

I. Boussaïd, A. Chatterjee, P. .. Siarry, and M. Ahmed-Nacer, "Two-stage update biogeography-based optimization using differential evolution algorithm (DBBO)," Computers and Operations Research, vol. 38, no. 8, pp. 1188-1198, 2011. <hal-01679170>.

ref_biblio

I. Boussaid, A. Chatterjee, P. Siarry, and M. Ahmed-Nacer, "Hybridizing biogeography-based optimization with differential evolution for optimal power allocation in wireless sensor networks," IEEE Transactions on Vehicular Technology, vol. 60, no. 5, pp. 2347-2353, 2011. <hal-00916821>.

ref_biblio

I. Boussaid, A. Chatterjee, P. Siarry, and M. Ahmed-Nacer, "Two-stage update biogeography-based optimization using differential evolution algorithm (DBBO)," Computers and Operations Research, vol. 38, pp. 1188-1198., 2011. <hal-00916836>.

ref_biblio

M. Dakkak, A. Nakib, B. B. Daachi, P. .. Siarry, and J. Lemoine, "Indoor localization method based on RTT and AOA using coordinates clustering," Computer Networks, vol. 55, no. 8, pp. 1794-1803, 2011. <hal-01679164>.

ref_biblio

M. Dakkak, A. Nakib, B. Daachi, P. Siarry, and J. Lemoine, "Indoor localization method based on RTT and AOA using coordinates clustering," Computer Networks, vol. 55, pp. 1794-1803, 2011. <hal-00916825>.

ref_biblio

N. Hachicha, B. Jarboui, and P. .. Siarry, "A fuzzy logic control using a differential evolution algorithm aimed at modelling the financial market dynamics," Information Sciences, vol. 181, no. 1, pp. 79-91, 2011. <hal-01679171>.

ref_biblio

N. Hachicha, B. Jarboui, and P. Siarry, "A fuzzy logic control using a differential evolution algorithm aimed at modelling the financial market dynamics," Information Sciences, vol. 181, pp. 79-91, 2011. <hal-00916842>.

ref_biblio

T. Aurboonyawat, R. Blanc, P. Schmidt, M. Piotin, L. Spelle, A. Nakib, and J. Moret, "An In Vitro Study of Silk Stent Morphology," Neuroradiology, vol. 53, pp. 659-667, 2011. <hal-01679168>.

ref_biblio

V. Gardeux, R. Chelouah, P. .. Siarry, and F. Glover, "EM323: a line search based algorithm for solving high-dimensional continuous non-linear optimization problems," Soft Computing, vol. 15, no. 11, pp. 2275-2285, 2011. <hal-01679167>.

ref_biblio

V. Gardeux, R. Chelouah, P. Siarry, and F. Glover, "EM323: a line search based algorithm for solving high-dimensional continuous non-linear optimization problems," Soft Computing, vol. 15, pp. 2275-2285, 2011. <hal-00916828>.

ref_biblio

Y. Cooren, M. Clerc, P. .. Siarry, and M. Tribes, "An adaptive multiobjective particle swarm optimization algorithm," Computational Optimization and Applications, vol. 49, no. 2, pp. 379-400, 2011. <hal-01679169>.

ref_biblio

Y. Cooren, M. Clerc, and P. Siarry, "MO-TRIBES, an adaptive multiobjective particle swarm optimization algorithm," Computational Optimization and Applications, vol. 49, pp. 379-400, 2011. <hal-00916830>.

2010

ref_biblio

A. Chatterjee, M. Fakhfakh, and P. .. Siarry, "Design of second-generation current conveyors employing bacterial foraging optimization," Microelectronics Journal, vol. 41, no. 10, pp. 616-626, 2010. <hal-01679176>.

ref_biblio

A. Chatterjee, M. Fakhfakh, and P. Siarry, "Design of second-generation current conveyors employing bacterial foraging optimization," Microelectronics Journal, vol. 41, pp. 616-626, 2010. <hal-00916845>.

ref_biblio

A. Chatterjee, R. A. Fournier, A. Naït-Ali, and P. .. Siarry, "A postural information-based biometric authentication system employing S-transform, radial basis function network, and extended Kalman filtering," IEEE Transactions on Instrumentation and Measurement, vol. 59, no. 12, pp. 3131-3138, 2010. <hal-01679173>.

ref_biblio

A. Chatterjee, R. Fournier, A. Naït-Ali, and P. Siarry, "A postural information-based biometric authentication system employing S-transform, radial basis function network, and extended Kalman filtering," IEEE Transactions on Instrumentation and Measurement, vol. 59, no. 12, pp. 3131-3138, 2010. <hal-00916847>.

ref_biblio

A. Karimi, H. Nobahari, and P. .. Siarry, "Continuous ant colony system and tabu search algorithms hybridized for global minimization of continuous multi-minima functions," Computational Optimization and Applications, vol. 45, no. 3, pp. 639-661, 2010. <hal-01679179>.

ref_biblio

A. Karimi, H. Nobahari, and P. Siarry, "Continuous ant colony system and tabu search algorithms hybridized for global minimization of continuous multi-minima functions," Computational Optimization and Applications, vol. 45, pp. 639-661, 2010. <hal-00916853>.

ref_biblio

A. Nakib, H. Oulhadj, and P. .. Siarry, "Image thresholding based on Pareto multiobjective optimization," Engineering Applications of Artificial Intelligence, vol. 3, no. 2, pp. 313-320, 2010. <hal-01679180>.

ref_biblio

A. Nakib, H. Oulhadj, and P. Siarry, "Image thresholding based on Pareto multiobjective optimization," Engineering Applications of Artificial Intelligence, vol. 23, pp. 313-320, 2010. <hal-00916852>.

ref_biblio

J. Hodel, J. Silvera, O. Bekaert, A. Rahmouni, S. Bastuji-Garin, A. Vignaud, E. Petit, B. Durning, and P. Decq, "Intracranial cerebrospinal fluid spaces imaging using a pulse-triggered three-dimensional turbo spin echo MR sequence with variable flip-angle distribution," European Radiology, vol. 21, no. 2, pp. 402-410, 2010. <10.1007/s00330-010-1925-1>. <hal-01679177>.

ref_biblio

K. Hammouche, M. Diaf, and P. .. Siarry, "A comparative study of various meta-heuristic techniques applied to the multilevel thresholding problem," Engineering Applications of Artificial Intelligence, vol. 23, no. 5, pp. 676-688, 2010. <hal-01679175>.

ref_biblio

K. Hammouche, M. Diaf, and P. Siarry, "A comparative study of various meta-heuristic techniques applied to the multilevel thresholding problem," Engineering Applications of Artificial Intelligence, vol. 23, pp. 676-688, 2010. <hal-00916849>.

ref_biblio

M. Fakhfakh, Y. Cooren, A. Sallem, M. Loulou, and P. .. Siarry, "Analog circuit design optimization through the particle swarm optimization technique," Analog Integrated Circuits and Signal Processing, vol. 63, no. 1, pp. 71-82, 2010. <hal-01679178>.

ref_biblio

M. Fakhfakh, Y. Cooren, A. Sallem, M. Loulou, and P. Siarry, "Analog circuit design optimization through the particle swarm optimization technique," Analog Integrated Circuits and Signal Processing, vol. 63, pp. 71-82, 2010. <hal-00916851>.

ref_biblio

T.-O. Olwal, B. J. V. Wyk, K. Djouani, Y. Hamam, and P. .. Siarry, "Singularly-perturbed weakly-coupled based power control for multi-radio multi-channel wireless networks," International Journal of Applied Mathematics and Computer Science, vol. 6, no. 1, pp. 4-14, 2010. <hal-01679174>.

2009

ref_biblio

A. Nakib, H. Oulhadj, and P. .. Siarry, "A thresholding method based on two-dimensional fractional differentiation," Image and Vision Computing, vol. 27, no. 9, pp. 1343-1357, 2009. <hal-01679182>.

ref_biblio

A. Nakib, H. Oulhadj, and P. .. Siarry, "Fractional differentiation and non-Pareto multiobjective optimization for image thresholding," Engineering Applications of Artificial Intelligence, vol. 22, no. 2, pp. 236-249, 2009. <hal-01679181>.

ref_biblio

A. Nakib, H. Oulhadj, and P. Siarry, "A thresholding method based on two-dimensional fractional differentiation," Image and Vision Computing, vol. 27, pp. 1343-1357, 2009. <hal-00916857>.

ref_biblio

A. Nakib, H. Oulhadj, and P. Siarry, "Fractional differentiation and non-Pareto multiobjective optimization for image thresholding," Engineering Applications of Artificial Intelligence, vol. 22, pp. 236-249, 2009. <hal-00916860>.

ref_biblio

B. Jarboui, M. Eddaly, and P. .. Siarry, "An estimation of distribution algorithm for minimizing the total flowtime in permutation flowshop scheduling problems," Computers and Operations Research, vol. 36, no. 9, pp. 2638-2646, 2009. <hal-01679184>.

ref_biblio

B. Jarboui, M. Eddaly, and P. Siarry, "An estimation of distribution algorithm for minimizing the total flowtime in permutation flowshop scheduling problems," Computers and Operations Research, vol. 36, pp. 2638-2646, 2009. <hal-00916866>.

ref_biblio

M. Clerc, and P. .. Siarry, "Une méthode inspirée de comportements coopératifs observés dans la nature : l'optimisation par essaim particulaire," La Revue de l'électricité et de l'électronique, no. 4, pp. 1-8, 2009. <hal-01679558>.

ref_biblio

M. Damak, B. Jarboui, P. Siarry, and T. Loukil, "Differential evolution for solving multi-mode resource-constrained project scheduling problems," Computers and Operations Research, vol. 36, pp. 2653-2659, 2009. <hal-00916863>.

ref_biblio

N. Damak, B. Jarboui, P. .. Siarry, and T. Loukil, "Differential evolution for solving multi-mode resource-constrained project scheduling problems," Computers and Operations Research, vol. 36, no. 9, pp. 2653-2659, 2009. <hal-01679183>.

ref_biblio

P. Romaniello, S. Guyot, and L. Reining, "The self-energy beyond GW: Local and nonlocal vertex corrections," The Journal of Chemical Physics, vol. 131, no. 15, pp. 154111-154111-12, 2009. <hal-01679185>.

ref_biblio

Y. Cooren, M. Clerc, and P. Siarry, "Performance evaluation of TRIBES, an adaptive particle swarm optimization algorithm," Swarm Intelligence, vol. 3, pp. 149-178, 2009. <hal-00916854>.

2008

ref_biblio

A. Nakib, H. Oulhadj, and P. .. Siarry, "Non-supervised image segmentation based on multiobjective optimization," Pattern Recognition Letters, vol. 29, no. 2, pp. 161-172, 2008. <hal-01679189>.

ref_biblio

A. Nakib, H. Oulhadj, and P. Siarry, "Non-supervised image segmentation based on multiobjective optimization," Pattern Recognition Letters, vol. 29, pp. 161-172, 2008. <hal-00916873>.

ref_biblio

B. Jarboui, M. Damak, P. Siarry, and A. Rebai, "A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems," Applied Mathematics and Computation, vol. 195, pp. 299-308, 2008. <hal-00916872>.

ref_biblio

B. Jarboui, N. Damak, P. .. Siarry, and A. Rebai, "A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems," Applied Mathematics and Computation, vol. 195, no. 1, pp. 299-308, 2008. <hal-01679188>.

ref_biblio

B. Jarboui, S. Ibrahim, P. .. Siarry, and A. Rebai, "A combinatorial particle swarm optimisation for solving permutation flowshop problems," Computers & Industrial Engineering, vol. 54, no. 3, pp. 526-538, 2008. <hal-01679186>.

ref_biblio

B. Jarboui, S. Ibrahim, P. Siarry, and A. Rebai, "A combinatorial particle swarm optimisation for solving permutation flowshop problems," Computers & Industrial Engineering, vol. 54, pp. 526-538, 2008. <hal-00916869>.

ref_biblio

J. Dréo, and P. .. Siarry, "Métaheuristiques d'optimisation vues sous l'angle de l'échantillonnage de distribution," Journal Européen des Systèmes Automatisés, vol. 42, no. 1, pp. 9-30, 2008. <hal-01679560>.

ref_biblio

K. Hammouche, M. Diaf, and P. .. Siarry, "A multilevel automatic thresholding method based on a genetic algorithm for a fast image segmentation," Computer Vision and Image Understanding, vol. 109, no. 2, pp. 163-175, 2008. <hal-01679190>.

ref_biblio

K. Hammouche, M. Diaf, and P. Siarry, "A multilevel automatic thresholding method based on a genetic algorithm for a fast image segmentation," Computer Vision and Image Understanding, vol. 109, pp. 163-175, 2008. <hal-00916870>.

ref_biblio

W. Tfaili, and P. .. Siarry, "A new charged ant colony algorithm for continuous dynamic optimization," Applied Mathematics and Computation, vol. 197, no. 2, pp. 604-613, 2008. <hal-01679187>.

ref_biblio

W. Tfaili, and P. Siarry, "A new charged ant colony algorithm for continuous dynamic optimization," Applied Mathematics and Computation, vol. 197, pp. 604-613, 2008. <hal-00916867>.

ref_biblio

Y. Cooren, M. Clerc, and P. .. Siarry, "Optimisation par essaim particulaire améliorée par hybridation avec un algorithme à estimation de distribution," e-STA Sciences et Technologies de l’Automatique, vol. 5, no. 1, pp. 21-27, 2008. <hal-01679559>.

2023

ref_biblio

M. Eddaly, B. Jarboui, and P. Siarry, Metaheuristics for Machine Learning, Computational Intelligence Methods and Applications, Springer Nature Singapore, 2023. <10.1007/978-981-19-3888-7>. <hal-04450315>.

ref_biblio

M. Salem, J. J. Merelo, P. Siarry, R. Bachir Bouiadjra, M. Debakla, and F. Debbat, Artificial Intelligence: Theories and Applications, Communications in Computer and Information Science, vol. 1769, Springer Nature Switzerland, 2023. <10.1007/978-3-031-28540-0>. <hal-04338211>.

2022

ref_biblio

A. Abraham, P. Siarry, V. Piuri, N. Gandhi, G. Casalino, O. Castillo, and P. Hung, Hybrid Intelligent Systems, Lecture Notes in Networks and Systems, vol. 420, Springer International Publishing, 2022. <10.1007/978-3-030-96305-7>. <hal-04336403>.

ref_biblio

B. Dorronsoro, M. Pavone, A. Nakib, and E.-G. Talbi, Optimization and Learning, Communications in Computer and Information Science, vol. 1684, Springer International Publishing, 2022. <10.1007/978-3-031-22039-5>. <hal-04338324>.

ref_biblio

M. Dua, A. K. Jain, A. Yadav, N. Kumar, and P. Siarry, Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences, Algorithms for Intelligent Systems, Springer Singapore, 2022. <10.1007/978-981-16-5747-4>. <hal-04337516>.

ref_biblio

P. Siarry, and R. Chelouah, Optimization and Machine Learning, Wiley, Mar. 2022. <10.1002/9781119902881>. <hal-04336391>.

ref_biblio

S. Mehta, S. Tiwari, P. Siarry, and M. Jabbar, Tools, Languages, Methodologies for Representing Semantics on the Web of Things, Wiley, Sep. 2022. <10.1002/9781394171460>. <hal-04336351>.

2021

ref_biblio

A. Abraham, P. Siarry, K. Ma, and A. Kaklauskas, Intelligent Systems Design and Applications, Advances in Intelligent Systems and Computing, vol. 1181, Springer International Publishing, 2021. <10.1007/978-3-030-49342-4>. <hal-04338032>.

ref_biblio

A. Kulkarni, and P. Siarry, Handbook of AI-based Metaheuristics, CRC Press, Jul. 2021. <10.1201/9781003162841>. <hal-04337595>.

ref_biblio

M. Masmoudi, B. Jarboui, and P. Siarry, Artificial Intelligence and Data Mining in Healthcare, Springer International Publishing, 2021. <10.1007/978-3-030-45240-7>. <hal-04337982>.

ref_biblio

M. Masmoudi, B. Jarboui, and P. Siarry, Artificial Intelligence and Data Mining in Healthcare, Springer International Publishing, 2021. <10.1007/978-3-030-45240-7>. <hal-04450327>.

ref_biblio

M. Masmoudi, B. Jarboui, and P. Siarry, Operations Research and Simulation in Healthcare, Springer International Publishing, 2021. <10.1007/978-3-030-45223-0>. <hal-04337993>.

ref_biblio

M. Masmoudi, B. Jarboui, and P. Siarry, Operations Research and Simulation in Healthcare, Springer International Publishing, 2021. <10.1007/978-3-030-45223-0>. <hal-04450319>.

ref_biblio

P. Shah, R. Sekhar, A. Kulkarni, and P. Siarry, Metaheuristic Algorithms in Industry 4.0, CRC Press, Aug. 2021. <10.1201/9781003143505>. <hal-04337609>.

ref_biblio

P. Siarry, M. Jabbar, R. Aluvalu, A. Abraham, and A. Madureira, The Fusion of Internet of Things, Artificial Intelligence, and Cloud Computing in Health Care, Internet of Things, Springer International Publishing, 2021. <10.1007/978-3-030-75220-0>. <hal-04337582>.

2020

ref_biblio

A. Kulkarni, P. Siarry, P. K. Singh, A. Abraham, M. Zhang, A. Zomaya, and F. Baki, Big Data Analytics in Healthcare, Studies in Big Data, vol. 66, Springer International Publishing, 2020. <10.1007/978-3-030-31672-3>. <hal-04338044>.

ref_biblio

H. Derbel, B. Jarboui, and P. Siarry, Green Transportation and New Advances in Vehicle Routing Problems, Springer International Publishing, 2020. <10.1007/978-3-030-45312-1>. <hal-04338008>.

ref_biblio

H. Derbel, B. Jarboui, and P. Siarry, Green Transportation and New Advances in Vehicle Routing Problems, Springer International Publishing, 2020. <10.1007/978-3-030-45312-1>. <hal-04450323>.

ref_biblio

H. Derbel, B. Jarboui, and P. Siarry, Modeling and Optimization in Green Logistics, Springer International Publishing, 2020. <10.1007/978-3-030-45308-4>. <hal-04338002>.

ref_biblio

H. Derbel, B. Jarboui, and P. Siarry, Modeling and Optimization in Green Logistics, Springer International Publishing, 2020. <10.1007/978-3-030-45308-4>. <hal-04450322>.

2019

ref_biblio

E.-G. Talbi, and A. Nakib, Bioinspired Heuristics for Optimization, Studies in Computational Intelligence, vol. 774, Springer International Publishing, 2019. <10.1007/978-3-319-95104-1>. <hal-04338316>.

2017

ref_biblio

A. Nakib, and E.-G. Talbi, Metaheursitics for Medecine and Biology, Springer, 2017. <hal-01682064>.

ref_biblio

F. Héliodore, A. Nakib, B. Ismail, S. Ouchraa, and L. Schmitt, Métaheuristiques pour les réseaux électriques intelligents, ISTE, 2017. <hal-01709520>.

ref_biblio

F. Heliodore, A. Nakib, B. Ismail, S. Ouchraa, and L. Schmidt, Métaheuristics for intelligent electrical networks, Computer engineering series, ISTE/Wiley, 2017. <hal-01682065>.

2016

ref_biblio

P. .. Siarry, L. Idoumghar, and J. Lepagnot, Swarm Intelligence Based Optimization: Second International Conference, ICSIBO 2016, Mulhouse, France, June 13-14, 2016. Revised Selected Papers, Lecture Notes in Computer Science series, Subseries: Theoretical Computer Science and General Issues, vol. 10103, Springer, 2016. <hal-01676846>.

2015

ref_biblio

M. Fakhfakh, E. Tlelo-Cuautle, and P. .. Siarry, (Eds). Computational Intelligence in Analog and Mixed-Signal (AMS) and Radio-Frequency (RF) Circuit Design, Springer, 2015. <hal-01681983>.

ref_biblio

M. Fakhfakh, E. Tlelo-Cuautle, and P. .. Siarry, Computational Intelligence in Digital and Network Designs and Applications, Springer, 2015. <hal-01681981>.

2014

ref_biblio

J. Lemoine, and B. Formoso, Boudhas, Nagas et lieux de mémoire en RDP Lao. Essais à la mémoire de Charles Archaimbault, suivis d'un inédit de Charles Archaimbault: Chefferie lao, cosmogonies, structures religieuses et rituels par Charles Archaimbault., OI Publishing, May. 2014. <hal-01415647>.

ref_biblio

J. Valadi, and P. .. Siarry, Applications of Metaheuristics in Process Engineering, Springer, 2014. <hal-01568299>.

ref_biblio

P. .. Siarry, Métaheuristiques, Eyrolles, 2014. <hal-01568298>.

ref_biblio

P. .. Siarry, L. Idoumghar, and J. Lepagnot, Swarm Intelligence Based Optimization: First International Conference, ICSIBO 2014, Mulhouse, France, May 13-14, 2014. Revised Selected Papers, Lecture Notes in Computer Science series, Subseries: Theoretical Computer Science and General Issues, vol. 8472, Springer, 2014. <hal-01568306>.

2013

ref_biblio

A. Chatterjee, H. Nobahari, and P. .. Siarry, Advances in Heuristic Signal Processing and Applications, Springer, 2013. <hal-01568307>.

ref_biblio

A. Chatterjee, H. Nobahari, and P. .. Siarry, Advances in Heuristic Signal Processing and Applications, Springer, 2013. <hal-01569703>.

ref_biblio

A. Chatterjee, and P. .. Siarry, Computational Intelligence in Image Processing, Springer, 2013. <hal-01679300>.

ref_biblio

B. Jarboui, P. .. Siarry, and J. Teghem, Métaheuristiques pour l'ordonnancement monocritère des ateliers de production, Hermes-Lavoisier, 2013. <hal-01569702>.

ref_biblio

B. Jarboui, P. .. Siarry, and J. Teghem, Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport, Hermes-Lavoisier, 2013. <hal-01569701>.

ref_biblio

B. Jarboui, P. .. Siarry, and J. Teghem, Metaheuristics for Production Scheduling, ISTE/Wiley, 2013. <hal-01569704>.

ref_biblio

E. Alba, A. Nakib, and P. .. Siarry, Metaheuristics for Dynamic optimization, Studies in Computational Intelligence series, Springer, 2013. <hal-01682068>.

ref_biblio

E. Alba, A. Nakib, and P. Siarry, Metaheuristics for Dynamic Optimization, Studies in Computational Intelligence, vol. 433, Springer, 2013. <10.1007/978-3-642-30665-5>. <hal-01709547>.

ref_biblio

P. .. Siarry, Heuristics: Theory and Applications, NOVA Publishers, 2013. <hal-01569705>.

2012

ref_biblio

J.-L. Ferrier, A. Bernard, O. Y. Gusikhin, and K. K. Madani, Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2012, Volume 2, Rome, Italy, 28 - 31 July, 2012, 2012. <hal-01709613>.

2011

ref_biblio

C. E. Bichot, and P. .. Siarry, Graph Partitioning, ISTE/Wiley, 2011. <hal-01679303>.

2010

ref_biblio

C. E. Bichot, and P. .. Siarry, Partitionnement de graphe. Optimisation et applications, Traité IC2, série Informatique et Systèmes d’Information, Hermes-Lavoisier, 2010. <hal-01679304>.

ref_biblio

N. Monmarché, F. Guinand, and P. .. Siarry, Artificial Ants, ISTE/Wiley, 2010. <hal-01679305>.

2009

ref_biblio

A. Abraham, A. E. Hassanien, P. .. Siarry, and A. Engelbrecht, Foundations of Computational Intelligence, vol. 3, Global Optimization: Theoretical Foundations and Applications,Computational Intelligence series, Springer, 2009. <hal-01679309>.

ref_biblio

N. Monmarché, F. Guinand, and P. .. Siarry, Fourmis artificielles, Volume 1. Des bases de l’optimisation aux applications industrielles, Traité IC2, série Informatique et Systèmes d’Information, Hermes-Lavoisier, 2009, pp. 1-333. <hal-01679307>.

ref_biblio

N. Monmarché, F. Guinand, and P. .. Siarry, Fourmis artificielles, Volume 2. Nouvelles directions pour une intelligence collective, Traité IC2, série Informatique et Systèmes d’Information, Hermes-Lavoisier, 2009. <hal-01679306>.

ref_biblio

P. .. Siarry, Optimization in Signal and Image Processing- Digital, Signal and image Processing Series, ISTE/Wiley, 2009. <hal-01679308>.

2008

ref_biblio

P. .. Siarry, and Z. Michalewicz, Advances in Metaheuristics for Hard Optimization, Natural Computing Series, Springer, 2008, pp. 1-481. <hal-01679310>.

2023

ref_biblio

A. Bouzid-Daho, N. Sofi, and P. Siarry, "Detection and Identification of Bio-Image Objects Aid in Medical Diagnosis," in 4th International Conference on Advanced Engineering in Process Intelligence (ICAEPI’23), Skikda, Algeria, Nov. 2023. <hal-04341955>.

ref_biblio

A. Bouzid-Daho, P. Siarry, and M. Diaf, "Detection, Identification and Tracking of Objects in Medical Images," in Fourth International Conference on Technological Advances in Electrical Engineering (ICTAEE’23), Skikda, Algeria, May. 2023. <hal-04341985>.

ref_biblio

A. Bouzid-Daho, and P. Siarry, "Cancerous Regions Extraction by Segmentation of Medical Images," in The 1st International Conference on Advances in Electronics, Control and Computer Technologies. (ICAECCT'23), Mascara, Algeria, Oct. 2023. <hal-04341967>.

ref_biblio

A. Bouzid-Daho, and P. Siarry, "Detection, Identification and Tracking of Anomaly in Medical Images," in The IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems (IEEE ADACIS'23), Marrakech, Morocco, Nov. 2023. <hal-04341962>.

ref_biblio

A. Bouzid-Daho, and P. Siarry, "Segmentation des Images Cérébrales Aide au Diagnostic Médical," in Conférence Internationale sur les Sciences Appliquées et l'Innovation (CISAI'23), Sousse, Tunisia, Jul. 2023. <hal-04341972>.

ref_biblio

A. Llanza Carmona, F. E. Keddous, N. Shvai, and A. Nakib, "Convolution Neural Network Compression based on improved fractal decomposition algorithm for large scale optimization," in The 2023 IEEE Conference on Systems, Man, and Cybernetics (SMC'23), Honolulu, United States, Oct. 2023. <hal-04342520>.

ref_biblio

A. Llanza, F. E. Keddous, N. Shvai, and A. Nakib, "Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation," in 2023 IEEE Congress on Evolutionary Computation (CEC), Chicago, United States, Jul. 2023, pp. 1-9. <10.1109/CEC53210.2023.10253975>. <hal-04342525>.

ref_biblio

F. E. Keddous, N. Shvai, A. Llanza, and A. Nakib, "Inference Acceleration of Deep Learning Classifiers Based on RNN," in 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, Oct. 2023, pp. 2450-2454. <10.1109/ICIP49359.2023.10222316>. <hal-04342505>.

ref_biblio

F. E. Keddous, and A. Nakib, "Metaheuristic based framework for Deep Neural Networks compression via DeepCABAC Arithmetic Coding and Fractional Filter," in In proc. of IEEE Int. Parallel and Distributed Processing Symposium Workshops, St Petersburg, United States, May. 2023, pp. 880-887. <hal-04342531>.

ref_biblio

H. Moon, R. Maiti, K. D. Sharma, Y. Amirat, P. Siarry, and S. Mohammed, "Hybrid Half-Gaussian Selectively Adaptive Fuzzy Control of an Actuated Ankle Foot Orthosis," in 2023 International Conference on Robotics and Automation (ICRA), London, United Kingdom, May. 2023. <hal-04063987>.

ref_biblio

N. Shvai, A. Llanza Carmona, and A. Nakib, "Adaptive Image Anonymization in the Context of Image Classification with Neural Networks," in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2023), Paris, France, May. 2023, pp. 5074-5083. <hal-04342497>.

ref_biblio

N. Shvai, A. Llanza Carmona, and A. Nakib, "Evolutionary data distillation for large image size datasets," in INTERNATIONAL CONFERENCE ON OPTIMIZATION AND LEARNING (OLA2023), Malaga, Spain, May. 2023. <hal-04342544>.

ref_biblio

S. Mallem, and A. Nakib, "Bilevel optimization based Meta-label correction for car damage classification," in INTERNATIONAL CONFERENCE ON OPTIMIZATION AND LEARNING (OLA2023), Malaga, Spain, May. 2023. <hal-04342539>.

ref_biblio

S. Mallem, and A. Nakib, "Towards Robustness: Enhancing Deep Learning Models Through Meta-Learning and Bilevel Optimization for Accurate Car Damage Classification," in 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, Oct. 2023, pp. 107-115. <10.1109/ICIP49359.2023.10222457>. <hal-04342483>.

2022

ref_biblio

A. Bouzid-Daho, P. Siarry, and M. Diaf, "Detection and Feature Extraction in Bio-Image Processing," in 5th Artificial Intelligence Doctoral symposium (AID’2022), Algiers, Algeria, Sep. 2022. <hal-04341989>.

ref_biblio

A. Garbaya, I. Kallel, M. Fakhfakh, and P. Siarry, "Machine Learning Techniques for Solving Constrained Engineering Problems," in 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET), Meknes, Morocco, Mar. 2022, pp. 1-4. <10.1109/IRASET52964.2022.9738011>. <hal-04338123>.

ref_biblio

A. Raji, "Order Statistics Distributions Around Edges," in Proc. of the 26th International Conference on Image Processing, Computer Vision, and Pattern Rocognition, IPCV'22, Las Vegas, United States, Jul. 2022. <hal-04610409>.

ref_biblio

L. Di Gaspero, P. Festa, A. Nakib, and M. Pavone, "Metaheuristics," in 14th International Conference, MIC 2022, Ortigia-Syracuse, Italy, Jul. 2022. <10.1007/978-3-031-26504-4>. <hal-04338495>.

ref_biblio

M. Lahlouh, R. Blanc, J. Szewczyk, N. Passat, and Y. Chenoune, "Caractérisation anatomique de l’arche aortique à partir de volumes ARM : une approche de segmentation basée sur les CNN," in Journee ISS France, (Distanciel), France, 2022. <hal-03550034>.

ref_biblio

N. Shvai, A. Llanza, A. Hasnat, and A. Nakib, "DEvS: Data Distillation Algorithm Based on Evolution Strategy," in GECCO '22: Genetic and Evolutionary Computation Conference, Boston, United States, Jul. 2022, pp. 292-295. <10.1145/3520304.3528819>. <hal-04338354>.

ref_biblio

S. Dziri, M. M. Alhato, S. Boualleaue, and P. Siarry, "Modeling and Control of a Three-Phase DC-AC Inverter in Grid-connected PV Systems under Unbalanced Conditions," in 2022 IEEE 21st International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), Sousse, Tunisia, Dec. 2022, pp. 589-594. <10.1109/STA56120.2022.10019044>. <hal-04338104>.

ref_biblio

S. Dziri, M. M. Alhato, S. Bouallegue, and P. Siarry, "Improved Particle Swarm Optimizer-Based MPPT Control of PV Systems Under Dynamic Partial Shading," in 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD), Sétif, Algeria, May. 2022, pp. 1603-1608. <10.1109/SSD54932.2022.9955506>. <hal-04338118>.

2021

ref_biblio

A. Bouzid-Daho, and P. Siarry, "Feature Extraction and Clustering of Abnormal Blood Cells," in Proceedings of the 4ème Conférence internationale sur la Vision Artificielle (CVA'2021), Tizi ouzou, Algeria, Nov. 2021. <hal-04341997>.

ref_biblio

A. Hasnat, N. Shvai, and A. Nakib, "CNN Classifier’s Robustness Enhancement when Preserving Privacy," in 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, United States, Sep. 2021. <10.1109/ICIP42928.2021.9506188>. <hal-04348549>.

ref_biblio

F. Keddous, H.-N. Nguyen, and A. Nakib, "Characters Recognition based on CNN-RNN architecture and Metaheuristic," in 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Portland, United States, Jun. 2021. <10.1109/IPDPSW52791.2021.00082>. <hal-04348564>.

ref_biblio

F. Keddous, H.-N. Nguyen, and A. Nakib, "FFCNN: Fast FPGA based Acceleration for Convolution neural network inference," in In proc. of Int. Workshop on optimization and learning (OLA 2021), Catania, Italy, Jun. 2021. <10.48550/arXiv.2208.13250>. <hal-04348561>.

2020

ref_biblio

A. Baghdadi, R. Fourati, Y. Aribi, P. Siarry, and A. Alimi, "Robust feature learning method for epileptic seizures prediction based on long-term EEG signals," in 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow, United Kingdom, Jul. 2020, pp. 1-7. <10.1109/IJCNN48605.2020.9207070>. <hal-04338125>.

ref_biblio

A. Meicler, A. Sanogo, N. Shvai, A. Llanza, A. Hasnat, M. Khata, E.-D. Younes, A. Khalil, Y. Lachachi, and A. Nakib, "Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint," in In proc. of 17th International Conference on Image Analysis and Recognition (ICIAR) 2020, Póvoa de Varzim, Portugal, Jun. 2020. <10.1007/978-3-030-50347-5\_10>. <hal-04348570>.

ref_biblio

L. Souquet, N. Shvai, A. Llanza, and A. Nakib, "HyperFDA: A Bi-level optimization approach to Neural Architecture Search and Hyperparameters Optimization with Fractal Decomposition-based Algorithm," in In Proc.of the 2020 Genetic and Evolutionary Computation Conference Companion (GECCO'20), Cancún, Mexico, Jul. 2020. <10.1145/3377929.3390056>. <hal-04348568>.

ref_biblio

L. Souquet, N. Shvai, A. Llanza, and A. Nakib, "Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm," in 2020 IEEE Congress on Evolutionary Computation (CEC), Glasgow, United Kingdom, Jul. 2020. <10.1109/CEC48606.2020.9185599>. <hal-04348565>.

2019

ref_biblio

A. Flori, H. Oulhadj, and P. Siarry, "A new neighborhood topology for QUAntum particle swarm optimization (QUAPSO)," in GECCO '19: Genetic and Evolutionary Computation Conference, Prague Czech Republic, Czech Republic, Jul. 2019, pp. 255-256. <10.1145/3319619.3321949>. <hal-04338136>.

ref_biblio

A. Hasnat, N. Shvai, A. Sanogo, M. Khata, A. Llanza, A. Meicler, and A. Nakib, "Application Guided Image Quality Estimation Based on Classification," in 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, Sep. 2019. <10.1109/ICIP.2019.8803831>. <hal-04348575>.

ref_biblio

A. Llanza, A. Sanogo, M. Khata, A. Khalil, N. Shvai, A. Hasnat, A. Meicler, Y. El Khattabi, J. Noslier, P. Maarek, and A. Nakib, "Semantic segmentation approach for tunnel roads’ analysis," in Applications of Digital Image Processing XLII, San Diego, United States, Aug. 2019. <10.1117/12.2529508>. <hal-04348576>.

ref_biblio

A. Pascaner, G. Soulat, U. Gencer, T. Dietenbeck, D. Craiem, E. Bollache, Y. Chenoune, E. Mousseaux, and N. Kachenoura, "P123 Beyond Diameters, Flow Hemodynamics Quantified by Magnetic Resonance Imaging to Help Characterizing Aneurysmal Aorta," in Artery, Budapest, Hungary, 2019, pp. S163. <10.2991/artres.k.191224.149>. <hal-03943699>.

ref_biblio

A. Pascaner, G. Soulat, U. Gencer, T. Dietenbeck, Y. Chenoune, N. Kachenoura, E. Mousseaux, D. Craiem, and E. Bollache, "P129 Arterial Stiffness in Bicuspid or Tricuspid Aortic Valve Aortopathy Using Magnetic Resonance Imaging: Crossing the Physical and Hemodynamic limits?," in Artery, Budapest, Hungary, 2019, pp. S170. <10.2991/artres.k.191224.155>. <hal-03943690>.

ref_biblio

A. Sanogo, A. Llanza, N. Shvai, A. Hasnat, M. Khata, Y. El Khattabi, A. Meicler, A. Hemery, and A. Nakib, "PixMap: automatic license plate recognition with convolutional neural network based on saliency maps," in Digital Optical Technologies II, Munich, Germany, Jun. 2019. <10.1117/12.2526064>. <hal-04348579>.

ref_biblio

L. Souquet, A. Nakib, and E.-G. Talbi, "Deterministic multi-objective fractal decomposition algorithm," in MIC 2019 - 13th Metaheuristics International Conference, Cartagena, Colombia, Jul. 2019. <hal-02304975>.

ref_biblio

L. Souquet, and A. Nakib, "Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition," in in Proc. Of 13th International Conference on Multiple Objective Programming and Goal Programming (MOPGP 2019), Marrakech, Morocco, Oct. 2019. <10.48550/arXiv.1908.02149>. <hal-04348573>.

ref_biblio

M. Khata, N. Shvai, A. Hasnat, A. Llanza, A. Sanogo, A. Meicler, and A. Nakib, "Novel Context-aware Classification for Highly Accurate Automatic Toll Collection," in 2019 IEEE Intelligent Vehicles Symposium (IV), Paris, France, Jun. 2019. <10.1109/IVS.2019.8813866>. <hal-04348580>.

ref_biblio

N. Drira, M. Kotti, M. Fakhfakh, P. Siarry, and E. Tlelo-Cuautle, "Pseudo Expected Improvement Based-Optimization for CMOS Analog Circuit Design," in 2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Lausanne, Switzerland, Jul. 2019, pp. 137-140. <10.1109/SMACD.2019.8795259>. <hal-04338128>.

ref_biblio

T. X. Pham, P. Siarry, and H. Oulhadj, "A cooperating metaheuristic approach for MR image segmentation," in 2019 3rd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Apr. 2019, pp. 1-5. <10.1109/BIOSMART.2019.8734158>. <hal-04338146>.

2018

ref_biblio

A. Garbaya, M. Kotti, N. Drira, M. Fakhfakh, E. Tlelo-Cuautle, and P. Siarry, "An RBF-PSO technique for the rapid optimization of (CMOS) analog circuits," in 2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, May. 2018, pp. 1-4. <10.1109/MOCAST.2018.8376657>. <hal-04338159>.

ref_biblio

A. Ghoumari, A. Nakib, and P. .. Siarry, "Graph based adaptive evolutionary algorithm for continuous optimization," in in Proc. Of the International Workshop on optimization and learning: Challenges and applications, OLA 2018, Alicante, Spain, Feb. 2018, pp. 34-35. <hal-01865208>.

ref_biblio

A. Hasnat, N. Shvai, A. Meicler, P. Maarek, and A. Nakib, "New Vehicle Classification Method Based on Hybrid Classifiers," in 25th IEEE ICIP 2018, Athens, Greece, Oct. 2018. <10.1109/ICIP.2018.8451642>. <hal-04348582>.

ref_biblio

A. Raji, "A generalized unified discrete linear method for edge detection by antisymmetric FIR kernels," in Proc. Of the International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2018, Montréal, Canada, May. 2018, pp. 552-557. <hal-01844780>.

ref_biblio

N. Drira, M. Kotti, M. Fakhfakh, P. Siarry, and E. Tlelo-Cuautle, "Expected Improvement-Based Optimization Approach for the Optimal Sizing of a CMOS Operational Transconductance Amplifier," in 2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Prague, Czech Republic, Jul. 2018, pp. 137-9. <10.1109/SMACD.2018.8434863>. <hal-04338157>.

ref_biblio

N. Shvai, A. Meicler, A. Hasnat, E. Machover, P. Maarek, S. Loquet, and A. Nakib, "Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition," in 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janeiro, Brazil, Jul. 2018. <10.1109/CEC.2018.8477979>. <hal-04348584>.

ref_biblio

R. Mallat, V. Bonnet, W. Huo, P. Karasinski, Y. Y. Amirat, S. S. Mohammed, and K. Mohamad, "Human-Exoskeleton System Dynamics Identification Using Affordable Sensors," in Proc. Of the IEEE International Conference on Robotics and Automation, ICRA 2018, Brisbane, Australia, May. 2018, pp. 6759-6765. <hal-01847147>.

2017

ref_biblio

A. Ghoumari, A. Nakib, and P. .. Siarry, "Conception d’algorithme évolutionnaire à stratégie dynamique basé sur le maximum a posteriori," in 18ème conférence de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2017, Résumé sur Clé USB, Metz, France, Feb. 2017. <hal-01568284>.

ref_biblio

A. Nakib, M. Hilia, F. Heliodore, and E.-G. Talbi, "Design of Metaheuristic based on Machine Learning: a unified approach. Application on image denoising," in Proc. Of the 31st IEEE Int. Parallel and Distributed Processing Symposium, IPDPS 2017, Orlando, United States, 2017, pp. 510-518. <hal-01681993>.

ref_biblio

A. Nakib, T. Rohmer, M. Nafaa, and E.-G. Talbi, "Dynamic learning optimization algorithm for P2P-VoD Systems," in Proc. of the 3rd IEEE International Conference on Data Science and Systems, DSS 2017, Bangkok, Thailand, 2017. <hal-01681994>.

ref_biblio

P. .. Siarry, "Quelques travaux sur les métaheuristiques en optimisation continue," in Journée scientifique à l’ONERA : Algorithmes stochastiques et optimisation, Châtillon, France, 2017. <hal-01682019>.

ref_biblio

P. Loubière, A. Jourdan, P. .. Siarry, and R. Chelouah, "Application des métaheuristiques au problème d’optimisation de méthodes d’inversion," in 18ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF’2017, Résumé sur clé USB, Metz, France, 2017. <hal-01682020>.

ref_biblio

T. X. Pham, P. .. Siarry, and H. Oulhadj, "An improved particle swarm optimization algorithm for MRI image segmentation," in Proc. Of the 13th International Conference on Artificial Evolution, EA 2017, Paris, France, Oct. 2017, pp. 277-284. <hal-01681991>.

ref_biblio

T. X. Pham, P. Siarry, and H. Oulhadj, "Image Clustering Using Improved Particle Swarm Optimization," in Proc. Of the 3rd EAI International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017, Ho Chi Minh City, Vietnam, 2017, pp. 359-373. <10.1007/978-3-319-74176-5\_31>. <hal-01681990>.

2016

ref_biblio

A. E. Dor, M. Fakhfakh, and P. .. Siarry, "Multiobjective Differential Evolution algorithm using crowding distance for the optimal design of analog circuits," in Proc. Of the 10th Int. Power Engineering and Optimization Conference, PEOCO 2016, Shah Alam, Malaysia, 2016, pp. 57-61. <hal-01681999>.

ref_biblio

A. E. Dor, and P. .. Siarry, "Conception d’un convoyeur de courant CMOS à l’aide de l’algorithme NSGA-II ,," in 17ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2016, Résumé sur clé USB, Compiègne, France, 2016. <hal-01682026>.

ref_biblio

A. Ghoumari, A. Nakib, and P. .. Siarry, "Through the maximum a posteriori based metaheuristic," in International Conference on Metaheuristics and Nature Inspired Computing, META 2016, Abstract (2 pages) in USB key, Marrackech, Morocco, Oct. 2016, pp. 101-102. <hal-01568099>.

ref_biblio

A. Kaci, H.-N. Nguyen, A. Nakib, and P. .. Siarry, "Hybrid heuristic for mapping task problem on large scale heterogeneous problem," in Proc. Of the 30th IEEE Int. Parallel and Distributed Processing Symposium, IPDPS’2016, Chicago, Illinois, United States, 2016, pp. 809 - 816. <hal-01568102>.

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Optimisation de la topologie de l’OEP via la méthode des colonies de fourmis," in 17ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2016, Résumé sur clé USB, Compiègne, France, 2016. <hal-01682022>.

ref_biblio

A. Raji, "Symmetrical Recursive Median Filter for Region Smoothing without Edge Distortion," in Proc. Of the 20th International Conference on Image Processing, Computer Vision and Pattern Recognition, IPCV'16, Las Vegas Nevada, United States, 2016, pp. 171-176. <hal-01568100>.

ref_biblio

K. Rehhali, M. Hasnaoui, A. Raji, M. Alouah, A. El Mansouri, and H. Beji, "MRT-scheme applied to combined natural convection and thermal radiation in a cavity partially heated from one vertical side and cooled from above," in MATERIALS & ENERGY I (2015) / MATERIALS & ENERGY II (2016), La Rochelle, France, May. 2016, pp. 444-449. <10.1016/j.egypro.2017.11.235>. <hal-03629702>.

ref_biblio

M. Hasnaoui, Y. Dahani, H. Beji, S. Hasnaoui, A. Amahmid, and A. Raji, "FD-LBM Simulation of thermosolutal convection generated in an inclined enclosure in the presence of Soret and Dufour effects," in MATERIALS & ENERGY I (2015) / MATERIALS & ENERGY II (2016), La Rochelle, France, May. 2016, pp. 602-608. <10.1016/j.egypro.2017.11.260>. <hal-03629699>.

ref_biblio

P. Loubière, A. Jourdan, P. .. Siarry, and R. Chelouah, "A modified sensitivity analysis method for driving a multidimensional search in the Artificial Bee Colony algorithm," in Proc Of the IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, Canada, 2016, pp. 1453-1460. <hal-01682000>.

ref_biblio

P. Loubière, A. Jourdan, P. .. Siarry, and R. Chelouah, "Intégration d'une méthode d'analyse de sensibilité dans une métaheuristique," in Huitièmes Rencontres annuelles du réseau Mexico, en partenariat avec le GdR MascotNum, sur les thèmes de l'optimisation et l'analyse de sensibilité pour des modèles complexes, Nantes, France, 2016. <hal-01682025>.

ref_biblio

P. Loubière, A. Jourdan, P. .. Siarry, and R. Chelouah, "Une méthode d’analyse de sensibilité pour détecter l’influence de déplacements multiples," in 17ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2016, Résumé sur clé USB, Compiègne, France, 2016. <hal-01682023>.

ref_biblio

R. Menasri, B. B. Daachi, H. Oulhadj, A. Nakib, and P. .. Siarry, "Optimisation à deux niveaux pour les problèmes d’interpolation en robotique," in 17ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2016, Résumé sur clé USB,, Compiègne, France, Feb. 2016. <hal-01568286>.

ref_biblio

T. Rohmer, A. Nakib, and A. Nafaa, "Dynamic Peer Selection Strategy Evaluation in P2P-VoD Systems based on Evidence Theory," in Proc. Of the 8th IFAC/IEEE/IFORS/INFORMS Conference on Manufacturing Modelling, Management and Control, MIM 2016, Troyes, France, 2016, pp. 775-780. <hal-01568101>.

ref_biblio

V. Damerjian, O. Tankyevych, A. Guellich, T. Damy, and E. Petit, "Caractérisation texturelle d’images echocardiographiques pour la differentiation de l’hypertrophie ventriculaire gauche," in Journée GDR-ISIS : Traitement d'image pour l'analyse et la modélisation du vivant, Paris, France, 2016. <hal-01682024>.

ref_biblio

V. Damerjian, O. Tankyevych, A. Guellich, T. Damy, and E. Petit, "Ultrasound image texture characterization with Gabor wavelets for cardiac hypertrophy differentiation," in Proc. Of the 13th IEEE International Symposium on Biomedical Imaging, ISBI 2016, Prague, Czech Republic, 2016, pp. 49-52. <hal-01681998>.

2015

ref_biblio

A. E. Dor, and P. .. Siarry, "Etude de performance de la topologie Dcluster dans l’algorithme d’Optimisation par Essaim Particulaire," in 16ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2015, Résumé sur clé USB, Marseille, France, 2015. <hal-01682029>.

ref_biblio

A. Kaci, A. Nakib, H. Nguyen, and P. .. Siarry, "Mapping de graphes de tâches sur des plate-formes de clusters," in 16ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2015, Résumé sur clé USB, Marseille, France, Feb. 2015. <hal-01568289>.

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Post-segmentation d’image basée sur un apprentissage automatique par la méthode SVM," in Actes du 25ème Colloque GRETSI Traitement du signal & des images, Lyon, France, Sep. 2015. <hal-01682006>.

ref_biblio

A. N. Benaichouche, O. Tankyevych, H. Oulhadj, and P. .. Siarry, "Segmentation d’images de tomographie par émission de positons par approche multiobjectif," in 16ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2015, Résumé sur clé USB, Marseille, France, Feb. 2015. <hal-01568287>.

ref_biblio

A. Nakib, B. Thibault, and P. .. Siarry, "Bayesian based metaheuristic for large scale continuous optimization," in Proc. Of the 29th IEEE Int. Parallel and Distributed Processing Symposium, IPDPS’2015, Hyderabad, India, 2015, pp. 314-322. <hal-01568103>.

ref_biblio

C. Chahine, R. El-Berbari, C. Lagorre, A. Nakib, and E. Petit, "Evidence theory for image segmentation using information from stochastic Watershed and Hessian filtering," in Proc. Of the International Conference on Systems, Signals and Image Processing, London, United Kingdom, Sep. 2015, pp. 141-144. <hal-01682007>.

ref_biblio

F. Li, O. Tankyevych, Y. Chenoune, R. Blanc, and E. Petit, "Représentation symbolique de réseaux vasculaires cérébraux en présence de Malformation Artério-Veineuse à partir d'images 3DRA," in Workshop Gdr-ISIS, Traitement Analyse Indexation en Imagerie du Vivant, Paris, France, 2015. <hal-01682033>.

ref_biblio

F. Li, O. Tankyevych, Y. Chenoune, R. Blanc, and E. Petit, "Symbolic representation of brain vascular network with Arteriovenous Malformations from 3DRA images," in Proc. Of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milano, Italy, 2015, pp. 662-665. <hal-01568104>.

ref_biblio

F. Li, Y. Chenoune, O. Tankyevych, R. Blanc, and E. Petit, "Reconstruction de l’arbre vasculaire cérébral pour la modélisation des Malformations Artério-Veineuses Cérébrales," in 38ème journée ISS France - the International Society for Stereology, ISS 2015, Paris, France, 2015. <hal-01682032>.

ref_biblio

P. Loubière, A. Jourdan, P. .. Siarry, and R. Chelouah, "Un algorithme de colonie d’abeilles artificielles optimisé pour une exploration intelligente de l’espace de recherche," in 16ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2015, Résumé sur clé USB, Marseille, France, 2015. <hal-01682030>.

ref_biblio

R. Menasri, B. B. Daachi, H. Oulhadj, A. Nakib, and P. .. Siarry, "Optimisation de la planification de trajectoires à jerk minimum via l’optimisation par essaim particulaires," in 16ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2015, Résumé sur clé USB, Marseille, France, Feb. 2015. <hal-01568288>.

ref_biblio

S. F. M. Mambo, K. Djouani, Y. Hamam, B. J. V. Wyk, and P. .. Siarry, "Lung CT image registration using regular step gradient descent optimisation algorithm," in Proc. Of the International Conference on Communication and Information Processing, ICCIP 2015, Tokyo, Japan, 2015. <hal-01682004>.

ref_biblio

V. Damerjian, E. Deléchelle, O. Tankyevych, A. Guellich, T. Damy, and E. Petit, "Speckle Characterization by Fractional Parameters: preliminary results before application to the discrimination of cardiopathies from echocardiographic images," in Journées Recherche en Imagerie et Technologies pour la Santé, RITS 2015, Dourdan, France, 2015. <hal-01682031>.

ref_biblio

V. Damerjian, O. Tankyevych, E. Petit, A. Guellich, and T. Damy, "Gabor Wavelets to Characterize Different Types of Cardiac Hypertrophy," in Proc. Of the 37th Annual international Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, 2015. <hal-01682002>.

2014

ref_biblio

A. E. Dor, J. Lepagnot, A. Nakib, and P. .. Siarry, "Segmentation d’images IRM cérébrales à l’aide d’un algorithme d’optimisation par essaim particulaire," in 15ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2014, Résumé sur clé USB, Bordeaux, France, 2014, pp. 26-28. <hal-01682051>.

ref_biblio

A. Kaci, A. Nakib, H. N. Nguyen, and P. .. Siarry, "Mapping parallel task graphs on cluster platforms," in International Conference on Metaheuristics and Nature Inspired Computing, META 2014, Abstract (2 pages) in USB key, Marrakech, Morocco, 2014. <hal-01682049>.

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Image post-segmentation correction using ant colony optimization," in International Conference on Swarm Intelligence Based Optimization, ICSIBO 2014, Abstract in USB key, Mulhouse, France, 2014. <hal-01682050>.

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Segmentation d’image par approche multiobjectif basée sur l’optimisation par essaim particulaire," in 15ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2014, Résumé sur clé USB, Bordeaux, France, Feb. 2014. <hal-01568291>.

ref_biblio

A. Nakib, E.-G. Talbi, and A. Fuser, "A Hybrid metaheuristic for annual hydropower generation," in Proc. Of the 28th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2014, Phoenix, United States, 2014, pp. 747-481. <hal-01568111>.

ref_biblio

A. Nakib, and N. Doggaz, "Multi-level medical image thresholding based on metaheuristics: A comparative Study," in International Conference on Metaheuristics and Nature Inspired Computing, META 2014, Abstract (2 pages) in USB key, Marrakech, Morocco, 2014. <hal-01682045>.

ref_biblio

A. Nguyen, A. Nakib, E. Petit, and H.-N. Nguyen, "Optimized non-local means for 3D medical image denoising," in 37ème journée ISS France - the International Society for Stereology, Paris, France, 2014. <hal-01682047>.

ref_biblio

C. Chahine, A. Nakib, and R. E. Barbari, "On The Random Walks Algorithms for Image Processing," in International Conference on Metaheuristics and Nature Inspired Computing, META 2014, Abstract (2 pages) in USB key, Marrakech, Morocco, 2014. <hal-01682046>.

ref_biblio

C. Leboucher, H. S. Shin, S. L. Ménec, A. Tsourdos, A. Kotenkoff, P. .. Siarry, and R. Chelouah, "Novel Evolutionary Game based multi-objective optimisation for dynamic Weapon Target Assignment," in Proc. Of the 19th World Congress of the International Federation of Automatic Control, IFAC 2014, Cap Town, South Africa, 2014, pp. 3936-3941. <hal-01568108>.

ref_biblio

C. Leboucher, H. S. Shin, S. L. Ménec, P. .. Siarry, R. Chelouah, and A. Tsourdos, "Une approche innovante pour l'optimisation multiobjectif basée sur la théorie des jeux évolutionnaires pour la résolution du problème d'allocation d'armes à des cibles," in 15ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2014, Résumé sur clé USB, Bordeaux, France, 2014, pp. 26-28. <hal-01682034>.

ref_biblio

C. Leboucher, P. .. Siarry, S. L. Ménec, H. S. Shin, R. Chelouah, and A. Tsourdos, "An enhanced Particle Swarm Optimisation algorithm combined with neural networks to decrease computational time," in Proc. Of the International Conference on Swarm Intelligence Based Optimization, ICSIBO 2014, Revised Selected Papers, Mulhouse, France, 2014, pp. 139-156. <hal-01568106>.

ref_biblio

C. Leboucher, S. L. Ménec, P. .. Siarry, H. S. Shin, R. Chelouah, and A. Tsourdos, "An enhanced Particle Swarm Optimisation method designed for real-time applications by using neural network," in 20th Conference of the International Federation of Operational Research Societies, IFORS 2014, Abstract in USB key, Barcelona, Spain, 2014. <hal-01682044>.

ref_biblio

F. Li, Y. Chenoune, M. Ouenniche, R. Blanc, and E. Petit, "Segmentation and Reconstruction of Cerebral Vessels from 3D Rotational Angiography for AVM Embolization Planning," in Proc. Of the 36th Annual international Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Chicago, United States, 2014, pp. 5522--5525. <hal-01682010>.

ref_biblio

I. Baghli, A. Nakib, E. Sellam, O. Benazzouz, A. Chikh, and E. Petit, "Hybrid framework based on evidence theory for blood cell image segmentation," in Proc. Of the SPIE Medical Imaging 2014 conference, vol. 9038, San Diego, United States, 2014. <hal-01568110>.

ref_biblio

I. Boussaïd, P. .. Siarry, and M. Ahmed-Nacer, "Biogeography-based optimization for software module clustering," in International Conference on Metaheuristics and Nature Inspired Computing, META 2014, Abstract (2 pages) in USB key, Marrakech, Morocco, 2014. <hal-01682048>.

ref_biblio

J. Lepagnot, and P. .. Siarry, "Métaheuristiques," in Journée du GdR ISIS : Optimisation non-convexe, Paris, France, 2014. <hal-01682043>.

ref_biblio

M. Dakkak, B. B. Daachi, A. Nakib, and P. .. Siarry, "Multi-layer perceptron neural network and nearest neighbor approaches for indoor localization," in Proc. Of the IEEE International Conference on Systems, Man and Cybernetics, IEEE SMC 2014, San Diego, CA, United States, 2014, pp. 1385-1392. <hal-01539405>.

ref_biblio

M. Khelifi, M. Babes, and A. Nakib, "Hybrid heuristic for Capacitated Network Design Problem," in International Conference on Metaheuristics and Nature Inspired Computing, META 2014, Abstract (2 pages) in USB key, Marrakech, Morocco, 2014. <hal-01682042>.

ref_biblio

P. .. Siarry, "Metaheuristics for continuous optimization with applications to various engineering fields," in Metaheuristics and Engineering, Invited plenary keynote, 15th EU/ME (EUropean MEtaheuristics community) Workshop : Metaheuristics and Engineering, Istanbul, Turkey, 2014. <hal-01682041>.

ref_biblio

R. Menasri, H. Oulhadj, B. B. Daachi, A. Nakib, P. Siarry, and G. Hains, "Optimisation à deux niveaux pour la planification de trajectoires des bras manipulateurs redondants," in 15ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF 2014, Résumé sur clé USB, Bordeaux, France, Feb. 2014. <hal-01568290>.

ref_biblio

R. Menasri, H. Oulhadj, B. B. Daachi, A. Nakib, and P. .. Siarry, "A genetic algorithm designed for robot trajectory planning," in Proc. Of the IEEE International Conference on Systems, Man and Cybernetics, SMC 2014, San Diego, United States, 2014, pp. 228 - 233. <hal-01539403>.

ref_biblio

R. Menasri, H. Oulhadj, B. B. Daachi, A. Nakib, and P. .. Siarry, "Smooth trajectory planning for robot using Particle Swarm Optimization," in Proc. Of the International Conference on Swarm Intelligence Based Optimization, ICSIBO 2014, Revised Selected Papers, Mulhouse, France, 2014, pp. 50-59. <hal-01568105>.

ref_biblio

S. Khachira, F. Kallel, O. Tankyevych, and A. B. Hamida, "Speckle reduction and segmentation in echocardiographic images: A comparative study," in Proc. Of the 1st IEEE International conference on Image Processing, Applications and Systems Conference, IPAS 2014, Sfax, Tunisia, 2014, pp. 1-6. <hal-01682011>.

ref_biblio

T.-A. Nguyen, H. Nguyen, A. Nakib, and E. Petit, "Transaction level simulation of network based on computing systems," in Proc. Of the 2014 International Conference on Computational Science and Computational Intelligence, CSCI 2014, Las Vegas, United States, 2014, pp. 268-271. <hal-01568109>.

2013

ref_biblio

A. E. Dor, M. Fakhfakh, and P. .. Siarry, "Optimisation des performances d’un convoyeur de courant CMOS au moyen de l’algorithme multi-essaim PSO-2S," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682057>.

ref_biblio

A. E. Dor, M. Fakhfakh, and P. .. Siarry, "Optimisation du dimensionnement de circuits analogiques à l’aide de la méthode d’Optimisation par Essaim Particulaire," in Journée Recherche Opérationnelle et Microélectronique, Université de Montpellier 2 (LIRMM, UMR 5506), France, 2013. <hal-01682054>.

ref_biblio

A. El Dor, J. Lepagnot, A. Nakib, and P. .. Siarry, "PSO-2S optimization algorithm for brain MRI segmentation," in Proc. of the 7th International Conference on Genetic and Evolutionary Computing, ICGEC 2013, Prague, Czech Republic, 2013, pp. 13-22. <hal-01568107>.

ref_biblio

A. Lebret, Y. Kenmochi, J. Hodel, A. Rahmouni, P. Decq, and E. Petit, "Relief Map of the Upper Cortical Subarachnoid Space," in Proc. Of the 27th International Congress and Exhibition of Computer Assisted Radiology and Surgery, CARS 2013, Heidelberg, Germany, 2013, pp. s282-s284. <hal-01569688>.

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Hybridation de la classification par c-moyennes floues et de l’optimisation par essaim particulaire pour la segmentation d’image," in Actes du 24ème Colloque GRETSI Traitement du signal & des images, Brest, France, 2013. <hal-01682014>.

ref_biblio

A. N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Image segmentation using improved fuzzy c-means clustering algorithm initialized with particle swarm optimization," in 10th Metaheuristics International Conference, MIC 2013, Abstract (2 pages), Singapour, Singapore, Aug. 2013, pp. 56--58. <hal-01568118>.

ref_biblio

A.-N. Benaichouche, H. Oulhadj, and P. .. Siarry, "Optimisation de l’algorithme de c-moyenne floue (FCM) pour la segmentation des images," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, Feb. 2013. <hal-01569693>.

ref_biblio

B. Ismail, A. Nakib, and F. Heliodore, "Novel Levy based Particle Swarm Optimization algorithm for electrical power grid," in Proc. Of the 27th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2013, Cambridge, Massachusetts, United States, May. 2013, pp. 466-473. <hal-01569687>.

ref_biblio

B. Ismail, F. Héliodore, S. Poullain, E. Courbon, A. Nakib, P. .. Siarry, L. A. Urrego, S. H. Medina, and F. Gallon, "Nouvel estimateur non-paramétrique des lois $\alpha$-stable par métaheuristiques : application au réseau électrique colombien," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682055>.

ref_biblio

B. Ismail, F. Héliodore, S. Poullain, E. Courbon, A. Nakib, P. .. Siarry, L. A. Urrego, S. H. Medina, and F. Gallon, "Placement optimal de FACTS par essaim particulaire (PSO) et distribution de Lévy," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682056>.

ref_biblio

C. Leboucher, S. L. Ménec, H. S. Shin, P. .. Siarry, and R. Chelouah, "Optimisation par essaim particulaire combinée à la théorie des jeux évolutionnaires," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682058>.

ref_biblio

D. Magatrao, S. Ghosh, J. Valadi, and P. .. Siarry, "Simultaneous gene selection and cancer classification using a hybrid Group Search Optimizer," in Genetic and Evolutionary Computation Conference GECCO 2013, Abstract (2 pages), Amsterdam, the, Netherlands, 2013, pp. 7-8. <hal-01682060>.

ref_biblio

E. Courbon, B. Ismail, F. Héliodore, S. Poullain, A. Nakib, P. .. Siarry, L. A. Urrego, S. H. Medina, and F. Gallon, "Optimisation par essaim de particules par GPU (Python/OpenCL) : estimation des paramètres de la distribution des fréquences des pannes d’un réseau électrique," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682053>.

ref_biblio

H. Akrout, B. Jarboui, A. Rebaï, and P. .. Siarry, "New Greedy Randomized Adaptive Search Procedure based on Differential Evolution algorithm for solving no-wait flowshop scheduling problem," in Proc Of the IEEE International Conference on Advanced Logistics and Transport, ICALT 2013, Sousse, Tunisia, 2013, pp. 327-334. <hal-01682013>.

ref_biblio

K. D. Sharma, P. .. Siarry, A. Chatterjee, and A. Rakshit, "Nonlinear parameter variation of HS algorithm for designing stable adaptive fuzzy controllers," in Proc. Of the 11th Artificial Evolution Conference (EA’2013), (CD-ROM 13 pages),, Bordeaux, France, 2013. <hal-01568117>.

ref_biblio

M. Dakkak, B. B. Daachi, A. Nakib, and P. .. Siarry, "Classification optimale pour la localisation en environnement fermé : techniques des réseaux de neurones et des plus proches voisins," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682059>.

ref_biblio

M. Kumar, S. Ghosh, J. Valadi, and P. .. Siarry, "Simultaneous gene selection and cancer classification using a hybrid Intelligent Water Drop approach," in Proc of the 5th International Conference Pattern Recognition and Machine Intelligence, PReMI 2013, Kolkata, India, 2013, pp. 641--646. <hal-01568112>.

ref_biblio

R. Madiouni, S. Bouallègue, J. Haggège, and P. .. Siarry, "Particle Swarm Optimization-based design of polynomial RST controllers," in Proc. Of the 10th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2013, Hammamet, Tunisia, 2013, pp. 1-7. <hal-01682012>.

ref_biblio

R. Menasri, A. Nakib, H. Oulhadj, B. B. Daachi, P. .. Siarry, and G. Hains, "Path planning for redundant manipulators using metaheuristic for bilevel optimization and maximum of manipulability," in Proc. Of the IEEE Int. Conf. on Robotics and Biomimetics, ROBIO 2013, Shenzhen, China, 2013, pp. 145-150. <hal-01539412>.

ref_biblio

S. Poullain, F. Héliodore, E. Courbon, B. Ismail, A. Nakib, P. .. Siarry, L. A. Urrego, S. H. Medina, and F. Gallon, "Métaheuristiques pour la synthèse globale de PSS en vue d'amortir les oscillations basse fréquence interzones dans les réseaux électriques," in 14ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2013, Résumé (2 pages), Troyes, France, 2013, pp. 13-15. <hal-01682052>.

ref_biblio

T. Rohmer, A. Nakib, J. Lepagnot, and A. Nafaa, "Adaptive Peer Selection Strategy in P2P-VoD systems based on Dynamic Metaheuristic," in Proc. Of the IEEE international Conference on Parallel and Distributed Systems, ICPADS 2013, Seoul, South Korea, 2013, pp. 436-437. <hal-01568115>.

ref_biblio

T. Rohmer, A. Nakib, and A. Nafaa, "Optimal peer selection strategy in P2P-VoD systems using based Dynamic Evolution Strategy," in Proc. Of the 27th IEEE Int. Parallel and Distributed Processing Symposium, IPDPS 2013, Boston, Massachusetts, United States, 2013, pp. 474-481. <hal-01569691>.

ref_biblio

T. Rohmer, and A. Nakib, "A Dynamic Approach to Optimal Peer Selection in Peer-to-Peer Video-on-Demand Systems," in Proc. of the XXVI EURO-INFORMS Joint International Conference, Rome, Italy, 2013. <hal-01568113>.

2012

ref_biblio

A. E. Dor, M. Clerc, and P. .. Siarry, "Hybridization of differential evolution and particle swarm optimization in a new algorithm: DEPSO-2S," in Swarm Intelligence and Differential Evolution, Unknown, Unknown Region, 2012, pp. 57-65. <hal-01679551>.

ref_biblio

A. Lebret, E. Petit, B. Durning, J. Hodel, A. Rahmouni, and P. Decq, "Volume assessment of the cerebrospinal fluid from a new whole body MRI sequence," in Proc. of the SPIE Medical Imaging conference, San Diego, United States, 2012. <hal-01679215>.

ref_biblio

A. Masson-Sibut, A. Nakib, E. Petit, and F. Leitner, "New automatic landmarks extraction framework on ultrasound images of the femoral condyles," in Proc. of the SPIE Medical Imaging conference, San Diego, United States, 2012. <hal-01679224>.

ref_biblio

A. Nakib, B. B. Daachi, and P. .. Siarry, "Hybrid differential evolution using low-discrepancy sequences for image segmentation," in Proc. Of the 26th IEEE Int. Parallel and Distributed Processing Symposium IPDPS’2012, Shanghai, China, 2012, pp. 627-633. <hal-01679221>.

ref_biblio

A. Nakib, Y. Scheluze, and E. Petit, "Optimal fractional filter for image segmentation," in IS&T/SPIE 24th Annual Symposium on Electronic Imaging, San Francisco, United States, 2012. <hal-01679222>.

ref_biblio

A. Raji, "A discrete linear method for transitions detection in noisy signals," in Proc. of the International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV'12, Las Vegas, United States, 2012, pp. 278-283. <hal-01679226>.

ref_biblio

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, 2012. <hal-01679217>.

ref_biblio

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, Tunisia, 2012. <hal-01679209>.

ref_biblio

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. Of META 2012, Port El kantaoui, Tunisia, 2012. <hal-01679212>.

ref_biblio

I. Ayadi, L. Bouillaut, P. Aknin, and P. .. Siarry, "Optimal preventive maintenance schedules using specific genetic algorithms and probabilistic graphical model," in Proc. of the ESREL’2011 Conference. Advances in Safety, Reliability and Risk Management, London, United Kingdom, 2012, pp. 901-909. <hal-01679211>.

ref_biblio

I. C. Buscemi, S. Guyot, and J. Lemoine, "New imaging technique using Degree Of Polarization for the study of polarimetric properties for non-invasive biomedical diagnostic," in Proc. of SPIE International Conference on Biophotonics: Photonic Solutions for Better Health Care, Brussels, Belgium, 2012. <hal-01679219>.

ref_biblio

I. C. Buscemi, S. Guyot, and J. Lemoine, "New imaging technique using the Degree Of Polarization for non-invasive biomedical diagnostic," in International Symposium on Photonics and Optoelectronics, SOPO 2012, Shanghai, China, 2012, pp. 21-23. <hal-01679225>.

ref_biblio

I. C. Buscemi, and S. Guyot, "A new imaging technique for the study of polarimetric properties using light polarization," in Proc. Of the SPIE OPTO conference, part of SPIE Photonics West, San Francisco, United States, 2012. <hal-01679216>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "A Dynamic multi-agent algorithm applied to challenging benchmark problems," in Proc. Of the IEEE Congress on Evolutionary Computation, CEC, Brisbane, Australia, 2012, pp. 2508-2515. <hal-01679220>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Brain cine-MRI Sequences Registration using B-spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm," in 6th International Conference on Learning and Intelligent Optimization Conference, Paris, France, 2012, pp. 16-20. <hal-01679223>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Performance analysis of MLSDO dynamic optimization algorithm," in Proc. Of the Int. Conf. on Metaheuristics and Nature Inspired Computing, META’2012, Port El-Kantaoui- Sousse, Tunisia, 2012. <hal-01679271>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Suivi et quantification de mouvements dans des séquences d’images médicales par optimisation dynamique," in Journée du GdR ISIS : Approches du suivi des caractéristiques dans des images et leurs applications à la navigation, Paris, France, 2012. <hal-01679268>.

ref_biblio

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, 2012. <hal-01679213>.

ref_biblio

M. Dakkak, A. Nakib, B. B. Daachi, P. .. Siarry, and J. Lemoine, "Localisation de capteurs sans fil. Parallélisation sur GPGP," in 13ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF’2012, Angers, France, 2012. <hal-01679269>.

ref_biblio

M. Dakkak, A. Nakib, B. B. Daachi, P. .. Siarry, and J. Lemoine, "Mobile indoor location based on fractional differentiation," in Proc. Of the IEEE Wireless Communications and Networking Conference, WCNC 2012, Paris, France, 2012, pp. 2003-2008. <hal-01679901>.

ref_biblio

O. Tankyevych, and H. Talbot, "Avancées récentes dans le traitement des objets fins," in 35th conference of the International Society for Stereology (ISS), Paris, France, 2012. <hal-01679270>.

ref_biblio

P. .. Siarry, "Some contributions to the adaptation of discrete metaheuristics for continuous optimization," in 2nd Int Conf. on Communications, Computing and Control Applications, CCCA’2012, Polytech Marseille Plenary Key-Note Talk, France, 2012. <hal-01679273>.

ref_biblio

S. Hajjem, H. Oulhadj, A. Nakib, M. Tagina, and P. .. Siarry, "Fusion of criteria for evaluating MRI image segmentation," in Proc. Of the Int. Conf. on Metaheuristics and Nature Inspired Computing, META’2012, Port El-Kantaoui- Sousse, Tunisia, 2012. <hal-01679272>.

ref_biblio

T. Rohmer, A. Nafaa, and A. Nakib, "On allocation strategies in Peer Assisted VOD streaming Systems," in Proc. of the 17th IEEE Symposium on Computers and Communications, ISCC'12, Cappadocia, Turkey, 2012, pp. 551-558. <hal-01679227>.

2011

ref_biblio

A. Masson-Sibut, A. Nakib, E. Petit, and F. Leitner, "Computer Assisted Intramedullary Nailing using Real-Time Bone Detection in 2D Ultrasound Images," in Machine Learning in Medical Imaging (MLMI), Workshop at the 14th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2011, Toronto, Canada, 2011. <hal-01679233>.

ref_biblio

A. Masson-Sibut, E. Petit, F. Leitner, F. Normand, A. Nakib, and J. B. Pinzuti, "Bone Surface Segmentation in Ultrasound Images. Application in Computer Assisted Intramedullary Nailing of the Tibia Shaft," in Proc. Of the 2nd International Workshop on Medical Image Analysis and Description for Diagnosis Systems, MIAD 2011, Roma, Italy, 2011. <hal-01679237>.

ref_biblio

A. Raji, "Detection of signal transitions by order statistics filtering," in Proc. of the International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV'11, Las Vegas, United States, 2011, pp. 757-761. <hal-01679230>.

ref_biblio

I. C. Buscemi, and S. Guyot, "EM algorithm-based hyperparameters estimator for bayesian image denoising using BKF prior," in Proc. of the SPIE Conference on Image Processing: Algorithms and Systems, Ix, San Francisco, United States, 2011. <hal-01679231>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization," in Proc. of the IEEE Congress on Evolutionary Computation, CEC’2011, as a part of the 2011 IEEE World Congress on Computational Intelligence, WCCI 2011,, New Orleans, United States, 2011, pp. 1695--1702. <hal-01679235>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Brain cine-MRI registration using MLSDO dynamic optimization algorithm," in Proc. of the 9th Metaheuristics International Conference, MIC’2011, Udine, Italy, 2011, pp. 241--249. <hal-01679236>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Recalage de séquences d’images IRM basé sur un nouvel algorithme d’optimisation dynamique," in Congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2011, Saint-Etienne, France, 2011, pp. 393-394. <hal-01679275>.

ref_biblio

L. Boubchir, B. Durning, and E. Petit, "EM algorithm-based hyperparameters estimator for bayesian image denoising using BKF prior," in Proc. of the SPIE Conference on Image Processing: Algorithms and Systems, Ix,, San Francisco, United States, 2011. <hal-01679234>.

ref_biblio

M. Dakkak, A. Nakib, B. B. Daachi, P. .. Siarry, and J. J. Lemoine, "Méthode hybride de localisation à l’intérieur d’un bâtiment via la classification de coordonnées," in 12ème congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision ROADEF’2011, Saint-Etienne, France, 2011, pp. 411-412. <hal-01679274>.

ref_biblio

N. Smairi, S. Bouamama, K. Ghedira, and P. .. Siarry, "A new proposal for a multi-objective technique using Tribes and simulated annealing," in Proc. of the 8th Int. Conf. on Informatics in Control Automation and Robotics ICINCO’2011, Noordwijkerhout, The, Netherlands, 2011, pp. 130-135. <hal-01679238>.

ref_biblio

N. Smairi, S. Bouamama, K. Ghedira, and P. .. Siarry, "A study of the hybridization to improve the efficiency of an adaptive particle swarm optimizer," in Proc. of the 10th Biennal Int. Conf. on Artificial Evolution, EA’2011, Angers, France, 2011. <hal-01679228>.

ref_biblio

P. .. Siarry, "Metaheuristics for image segmentation," in Int. Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre for Soft Computing, Mieres, Spain, 2011. <hal-01679276>.

ref_biblio

S. Hajjem, A. Nakib, H. Oulhadj, and P. .. Siarry, "Brain MRI segmentation based on shortest path and biased survival exponential entropy," in Proc. of the 10th Biennal Int. Conf. on Artificial Evolution, EA’2011, Angers, France, 2011. <hal-01679232>.

2010

ref_biblio

A. Masson-Sibut, E. Petit, F. Leitner, and J. Normand, "Intramedullary nailing using a CAOS system based on ultrasound images," in Proc. Of the 10th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, CAOS 2010, Paris, France, 2010, pp. 9-11. <hal-01679239>.

ref_biblio

A. Nakib, F. Aiboud, J. Hodel, P. .. Siarry, and P. Decq, "Third brain ventricle deformation analysis using fractional differentiation and evolution strategy in brain cine-MRI," in Proc. of the SPIE Medical Imaging conference, San Diego, United States, 2010, pp. 76232I--1--76232I--10. <hal-01679242>.

ref_biblio

I. Ayadi, L. Bouillaut, P. Aknin, and P. .. Siarry, "Optimisation par algorithme génétique de la maintenance préventive dans un contexte de modélisation par réseaux bayésiens dynamiques," in 17ème Congrès de Maîtrise des Risques et de Sûreté de Fonctionnement, La Rochelle, France, 2010. <hal-01679277>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "A Multi-Agent based Algorithm for Continuous Dynamic Optimization," in EU/MEeting 2010 workshop, Lorient, France, 2010. <hal-01679243>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Réduction du nombre de paramètres de la métaheuristique d’optimisation dynamique MADO," in Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF'10, Toulouse, France, 2010. <hal-01679279>.

ref_biblio

L. Boubchir, A. A. Nait-Ali, and E. Petit, "Multivariate Statistical Modeling of images in sparce multiscale transforms domain," in Proc. Of the International Conference on Image Processing, ICIP 2010, Hong Kong, China, 2010, pp. 1877-1880. <hal-01680067>.

ref_biblio

N. Smairi, S. Bouamama, K. Ghedira, and P. .. Siarry, "New proposal for a multi-objective technique using Tribes and tabu search," in Proc. of the 7th Int Conf. on Informatics in Control,Automation and Robotics, ICINCO’2010,, Funchal Madeira, Portugal, 2010, pp. 86-91. <hal-01679244>.

ref_biblio

P. .. Siarry, "Some contributions to the adaptation of discrete metaheuristics for continuous optimization," in Int. Conf. on Metaheuristics and Nature Inspired Computing META’2010, Djerba Island, Tunisia, 2010. <hal-01679278>.

ref_biblio

T. O. Olwal, B. J. V. Wyk, K. Djouani, Y. Hamam, P. .. Siarry, and N. Ntlatlapa, "Decentralized power control for multi-radio multi-channel wireless mesh networks," in Proc. of the Southern Africa Telecommunication Networks and Applications Conference, SATNAC’2010, Spier Estate, South Africa, 2010, pp. 213-218. <hal-01679923>.

2009

ref_biblio

A. Nakib, H. Oulhadj, and P. .. Siarry, "Segmentation optimale d’image par optimisation Multiobjectif," in Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF'09, Nancy, France, 2009, pp. 28-30. <hal-01679280>.

ref_biblio

C. Guettier, F. Lucas, and P. .. Siarry, "Hybridisation of constraint solving with an ant colony algorithm for vehicle on-line path planning," in Proc. of the 4th Workshop on Planning and Plan Execution for Real-World Systems at the 19th Int. Conf. on Automated Planning and Scheduling, ICAPS’2009,, Thessaloniki, Greece, 2009, pp. 15-21. <hal-01679249>.

ref_biblio

J. Lepagnot, A. Nakib, H. Oulhadj, and P. .. Siarry, "Performance analysis of MADO dynamic optimization algorithm," in Proc. Of the 9th IEEE Int Conf. on Intelligent Systems Design and Applications, ISDA’2009,, Pisa, Italy, 2009, pp. 37-42. <hal-01679247>.

ref_biblio

M. Diaf, P. .. Siarry, F. Houidene, and F. Boudjemaa, "Hybridation de la recherche tabou avec une méthode de classification automatique," in Proc. of the 1st Int. Conf. on Image and Signal Processing and their Applications, ISPA’2009,, Mostaganem, Algeria, 2009. <hal-01679250>.

ref_biblio

M. Fakhfakh, S. Masmoudi, Y. Cooren, M. Loulou, and P. .. Siarry, "Improving switched current memory cells performances via the Particle Swarm Optimization technique," in Proc. Of the 4th IEEE Int. Symposium on Computational Intelligence and Intelligent Informatics, ISCIII’2009, Luxor, Egypt, 2009, pp. 155-159. <hal-01679252>.

ref_biblio

T. O. Olwal, B. J. V. Wyk, K. Djouani, Y. Hamam, P. .. Siarry, and N. Ntlatlapa, "Autonomous transmission power adaptation for multi-radio multi-channel wireless mesh networks," in Proc. of the 8th International Conference on Ad-Hoc, Mobile and Wireless Networks, ADHOC-NOW 2009, Messina, Italy, Sep. 2009, pp. 284-297. <hal-01679553>.

ref_biblio

T.-O. Olwal, B. J. V. Wyk, K. Djouani, Y. Hamam, P. .. Siarry, and N. Ntlatlapa, "Interference-aware power control for multi-radio multi-channel wireless mesh networks," in Proc. Of the 9th IEEE Conference in Africa, AFRICON’2009, Nairobi, Kenya, 2009, pp. 1-6. <hal-01679251>.

ref_biblio

T.-O. Olwal, B. J. V. Wyk, K. Djouani, Y. Hamam, P. .. Siarry, and N. Ntlatlapa, "Range based power control for multi-radio multi-channel wireless mesh networks," in Proc. of the Southern Africa Telecommunication Networks and Applications Conference, SATNAC’2009, Lobamba H100, Swaziland, 2009, pp. 49-54. <hal-01679248>.

ref_biblio

V. Gardeux, R. Chelouah, P. .. Siarry, and F. Glover, "Unidimensional Search for solving continuous high-dimensional optimization problems," in Proc. Of the 9th IEEE Int. Conf. on Intelligent Systems Design and Applications, ISDA’2009, Pisa, Italy, 2009, pp. 1096-1101. <hal-01679245>.

ref_biblio

Y. Cooren, P. .. Siarry, and M. Fakhfakh, "Application of MO-TRIBES to the design of analog electronic circuits," in Proc. Of the IEEE Int. Conf. on Electronics, Circuits and Systems, ICECS’2009,, Hammamet, Tunisia, 2009, pp. 263-266. <hal-01679246>.

2008

ref_biblio

A. Nakib, H. Oulhadj, and P. .. Siarry, "Seuillage multiniveau d'images par colonies de fourmis et variance intraclasse biaisée," in Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF'07, Clermont-Ferrand, France, 2008, pp. 335-336. <hal-01679282>.

ref_biblio

M. Boughariou, M. Fakhfakh, M. B. Amor, M. Loulou, Y. Cooren, and P. .. Siarry, "Optimizing a low noise amplifier for UMTS standard through a heuristic," in Proc. of the 4th IEEE European Conference on Circuits and Systems for Communications, ECCSC’2008, Bucharest, Romania, 2008, pp. 97-100. <hal-01679254>.

ref_biblio

S. Randrianarisolo, E. Delechelle, E. Petit, A. Rahmouni, and J. Garot, "Assessment of myocardial deformations from untagged cardiac cine MRI," in Proc. Of the 30th Annual International of the IEEE Engineering in Medecine and Biology Society, EMBS 2008, Vancouver, British Columbia, Canada, 2008, pp. 3401-3404. <hal-01679253>.

ref_biblio

W. Tfaili, Y. Chenoune, Y. Bouaoune, E. Petit, and P. .. Siarry, "Optimisation de l’information mutuelle en recalage d’images par l’algorithme de colonies de fourmis CANDO," in 9ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Clermont-Ferrand, France, 2008. <hal-01679281>.

2022

ref_biblio

A. Nakib, "Method for solving deterministically non-linear optimization problems on technical constraints" France Patent EP3559873B1 , Mar. 2022 <hal-04577407>.

2023

ref_biblio

A. Llanza, N. Shvai, and A. Nakib, Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems, Proc. of Metaheuristics International Conference (MIC2022), vol. 13838, Springer International Publishing (LNCS, Vol. 13838), Feb. 2023, pp. 215-229. <10.1007/978-3-031-26504-4\_16>. <hal-04053490>.

ref_biblio

M. Salem, J. J. Merelo, P. Siarry, R. Bachir Bouiadjra, M. Debakla, and F. Debbat, Artificial Intelligence: Theories and Applications, Communications in Computer and Information Science, vol. 1769, Springer Nature Switzerland, 2023. <10.1007/978-3-031-28540-0>. <hal-04614796>.

2022

ref_biblio

A. Abraham, P. Siarry, V. Piuri, N. Gandhi, G. Casalino, O. Castillo, and P. Hung, Hybrid Intelligent Systems, Lecture Notes in Networks and Systems, vol. 420, Springer International Publishing, 2022. <10.1007/978-3-030-96305-7>. <hal-04614805>.

2021

ref_biblio

A. Abraham, P. Siarry, K. Ma, and A. Kaklauskas, Intelligent Systems Design and Applications, Advances in Intelligent Systems and Computing, vol. 1181, Springer International Publishing, 2021. <10.1007/978-3-030-49342-4>. <hal-04614807>.

ref_biblio

A. Abraham, V. Piuri, N. Gandhi, P. Siarry, A. Kaklauskas, and A. Madureira, Intelligent Systems Design and Applications, Advances in Intelligent Systems and Computing, vol. 1351, Springer International Publishing, 2021. <10.1007/978-3-030-71187-0>. <hal-04614811>.

ref_biblio

A. Bouzid-Daho, N. Sofi, and P. Siarry, Extracted Haralick’s Texture Features for Abnormal Blood Cells, Springer International Publishing, Nov. 2021, pp. 115-126. <10.1007/978-3-030-57552-6\_9>. <hal-04615720>.

ref_biblio

A. Hasnat, and A. Nakib, Robust license plate signatures matching based on multi-task learning approach, vol. 440, Elsevier, Jun. 2021, pp. 58-71. <10.1016/j.neucom.2020.12.102>. <hal-04053540>.

2019

ref_biblio

S. Houriez-Gombaud-Saintonge, A. Pascaner, G. Soulat, U. Gencer, T. Dietenbeck, D. Craiem, E. Bollache, Y. Chenoune, E. Mousseaux, and N. Kachenoura, Characterization of Blood Flow Changes in Normal and Pathological Aortic Dilation from 4D Flow Magnetic Resonance Imaging, 2019. <10.22489/CinC.2019.083>. <hal-03942177>.

2018

ref_biblio

S. Houriez--Gombaud-Saintonge, E. Bollache, G. Soulat, Y. Alattar, J. Lamy, T. Dietenbeck, A. De Cesare, A. Giron, K. Bouaou, U. Gencer, A. Redheuil, E. Mousseaux, Y. Chenoune, and N. Kachenoura, Evaluation of Left Ventricular Diastolic Function Using 4D Flow Magnetic Resonance Imaging, Dec. 2018. <10.22489/cinc.2018.041>. <hal-03771665>.

2017

ref_biblio

S. Houriez--Gombaud-Saintonge, E. Mousseaux, I. Bargiotas, A. De Cesare, T. Dietenbeck, K. Bouaou, A. Redheuil, G. Soulat, U. Gencer, D. Craiem, Y. Chenoune, and N. Kachenoura, Assessment of Aortic Pulse Wave Velocity Using 4D Flow Magnetic Resonance Imaging: Methods Comparison, 2017. <10.22489/CinC.2017.078-172>. <hal-03942156>.