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| 1 | Growth of silicene layers on Ag(111): unexpected effect of the substrate temperature显示文摘 | H Jamgotchian Y Colignon N Hamzaoui B Ealet J Y Hoarau B Aufray J P Bibérian | 2012 | Journal of Physics: Condensed Matter2012，，： | 7 |
| 2 | Association between vitamin D receptor polymorphisms and multiple sclerosis: systematic review and meta-analysis of case-control studies显示文摘维生素 D 受体(VDR ) 多型性作为潜在的贡献者被学习了到多重硬化(MS ) 。然而,出版了研究关于学习设计和检测的效果的意义不同。这研究的目的是确定与在用元分析的 MS 的 VDR 多型性接近的 TaqI, BsmI, ApaI 和 FokI 联系的风险的大小。为系统的评论和元分析指南跟随比较喜欢的报导项目,我们进行了文学的系统的搜索和元分析。亚群分析被执行从选择学习特征检测异质的潜在的来源。概括风险的稳定性用敏感分析被评估。元分析从 13 盒子控制研究包括了 3300 个案例和 3194 控制的一个总数。没有重要协会,在 TaqI 和 BsmI 多型性和 MS 风险之间发现。在 ApaI 多型性和 MS 风险之间的协会是重要的在同型结合并且 codominant 模型(P= 0.013 并且 P= 0.031,分别地) ,建议 AA ApaI 遗传型可能是一个重要 MS 风险因素。出版年和年龄显著地影响了在 TaqI 多型性和 MS 之间的协会(P= 0.014 并且 P= 0.010,分别地) ,它显示主要 T 等位基因的保护的效果。AA ApaI 和 FF FokI 遗传型是为 MS 的重要风险因素。在 TaqI 多型性和 MS 风险之间的协会被学习特征显著地影响。 | Kalthoum Tizaoui Wajih Kaabachi Agnes Hamzaoui Kamel Hamzaoui | 2015 | Cellular & Molecular Immunology2015，12，2： | 7 |
| 3 | Neutron-gamma discrimination method based on blind source separation and machine learning显示文摘The discrimination of neutrons from gamma rays in a mixed radiation field is crucial in neutron detection tasks.Several approaches have been proposed to enhance the performance and accuracy of neutron-gamma discrimination.However,their performances are often associated with certain factors,such as experimental requirements and resulting mixed signals.The main purpose of this study is to achieve fast and accurate neutron-gamma discrimination without a priori information on the signal to be analyzed,as well as the experimental setup.Here,a novel method is proposed based on two concepts.The first method exploits the power of nonnegative tensor factorization(NTF)as a blind source separation method to extract the original components from the mixture signals recorded at the output of the stilbene scintillator detector.The second one is based on the principles of support vector machine(SVM)to identify and discriminate these components.In addition to these two main methods,we adopted the Mexican-hat function as a continuous wavelet transform to characterize the components extracted using the NTF model.The resulting scalograms are processed as colored images,which are segmented into two distinct classes using the Otsu thresholding method to extract the features of interest of the neutrons and gamma-ray components from the background noise.We subsequently used principal component analysis to select the most significant of these features wich are used in the training and testing datasets for SVM.Bias-variance analysis is used to optimize the SVM model by finding the optimal level of model complexity with the highest possible generalization performance.In this framework,the obtained results have verified a suitable bias–variance trade-off value.We achieved an operational SVM prediction model for neutron-gamma classification with a high true-positive rate.The accuracy and performance of the SVM based on the NTF was evaluated and validated by comparing it to the charge comparison method via figure of merit.The results indicate that the proposed approach has a superior discrimination quality(figure of merit of 2.20). | Hanan Arahmane El-Mehdi Hamzaoui Yann Ben Maissa Rajaa Cherkaoui El Moursli | 2021 | Nuclear Science and Techniques2021，32，2： | 2 |
| 4 | Adaptive Fuzzy Sliding Mode Power System Stabilizer Using Nussbaum Gain显示文摘Power system stability is enhanced through a novel stabilizer developed around an adaptive fuzzy sliding mode approach which applies the Nussbaum gain to a nonlinear model of a single-machine infinite-bus (SMIB) and multi-machine power system stabilizer subjected to a three phase fault. The Nussbaum gain is used to avoid the positive sign constraint and the problem of controllability of the system. A comparative simulation study is presented to evaluate the achieved performance. | Emira Nechadi Mohamed Naguib Harmas Najib Essounbouli Abdelaziz Hamzaoui | 2013 | International Journal of Automation and computing2013，10，4： | 2 |
| 5 | Usefulness of longitudinal evaluation of CYFRA21-1 variations in advanced lung cancer monitoring显示文摘 | Hamzaoui A Thomas P Castelnau O | 1997 | Lung Cancer1997，16，： | 1 |
| 6 | Growth of silicene layers on Ag(111):unexpected effect of the substrate temperature显示文摘 | Jamgotchian H Colignon Y Hamzaoui N | 2012 | J Phys:Condens Matter2012，24，17： | 1 |
| 7 | ScvO2 to monitor resuscitation of septic patients:let's just understand the basic physiology显示文摘 | Teboul JL Hamzaoui O Monnet X | 2011 | Critical Care2011，15，16： | 1 |
| 8 | Fast Tree-Trellis List Viterbi Decoding显示文摘 | Martin Roder and Raouf Hamzaoui | 2006 | IEEE Trans Communications2006，53，3： | 1 |
| 9 | Real -Time Error Protection of Embedded Codes For Packet Erasure and Fading Channels显示文摘 | Stankovic V Hamzaoui R Xiong Z | 2004 | IEEE Trans Circuits Syst Video Tech2004，14，8： | 1 |
| 10 | Induced sputum levels of IL-33 and soluble ST2 in young asthmatic children显示文摘 | Hamzaoui A Berraies A Kaabachi W | 2013 | Asthma2013，50，8： | 1 |
| 11 | Expression of Fas antigen and Fas ligand in bronchoalveolar lavage from silicosis patients显示文摘 | Hamzaoui A Ammar J Grairi H | 2003 | Mediators Inflamm2003，12，4： | 1 |
| 12 | Combining fractal image compression and vector quantition显示文摘 | Hamzaoui R Saupe D | 2000 | IEEE Transactions on Image Processing2000，9，2： | 1 |
| 13 | X-ray diffraction and Mossbauer studies of mechanically alloyed Fe-Ni nanostructured powders显示文摘 | HAMZAOUI R ELKEDIM O GRENECHE J M GAFFET E | 2005 | Journal of Magnetism and Magnetic Materials2005，294，2： | 1 |
| 14 | Une- qual error protection using fountain codes with ap- plications to video communication显示文摘 | Ahmad S Hamzaoui R A1-Akaidi M M | 2011 | IEEE Trans- actions on Multimedia2011，13，1： | 1 |
| 15 | Efficacy and safety of bromocriptine in the treatment of macroprolactinomas 显示文摘 | Essais O Bouguerra R Hamzaoui J | 2002 | Ann Endocrinol(Paris)2002，63，61： | 1 |
| 16 | Arterial pressure allows monitoring the changes in cardiac output induced by volume expansion but not by norepinephrine显示文摘 | Monnet X Letierce A Hamzaoui O | | 0，，： | 1 |
| 17 | Combining fractal image compression and vector quantization显示文摘 | Hamzaoui R Saupe D | 2000 | IEEE Transactions on Image Processing2000，9，2： | 1 |
| 18 | State observer based robust adaptive fuzzy controller for nonlinear uncertain and perturbed systems 显示文摘 | Hamzaoui A Essounbouli N Benmahammed K | 2004 | IEEE Trans on System Man and Cybernetic2004，34，2： | 1 |
| 19 | Structure and magnetic properties of nanocrystalline Co-Ni and Co-Fe mechanically alloyed显示文摘 | Fenineche N E Hamzaoui R Elkedim O | 2003 | Mater Lett2003，57，： | 1 |
| 20 | Expression of Th-17and RORgammat mRNA in Behcet's Disease显示文摘 | Hamzaoui K Bouali E Ghorbel I | 2011 | Medical science monitor:international medical journal of experimental and clinical research2011，17，4： | 1 |
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