Wireless Authentication Method Based on Near-Field Feature Fusion Network by QIU Jiefan, ZHOU Kezhong, ZHU Dongfu, ZHANG Jinhong, CHI Kaikai

“…Experimental results demonstrate that the proposed method outperforms existing identity recognition methods, confirming its effectiveness and robustness in different environments and under various conditions.…”
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Study on Mitigation Method of Solder Corrosion for Crystalline Silicon Photovoltaic Modules by Ju-Hee Kim, Jongsung Park, Donghwan Kim, Nochang Park

“…In this study, we investigated a corrosion mitigation method based on the corrosion mechanism. The effect of added sacrificial metal on the reliability of PV modules was evaluated using the oxidation-reduction (redox) reaction under damp heat (DH) conditions. …”
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NetBat: A network-driven harmonization method for structural connectivity by Gustav R. Sjobeck, Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Charles S. DeCarli, James D. Wilson, Dana L. Tudorascu

“…As the practice of aggregating multi-site neuroimaging data has become more common, the field of neuroscience has increasingly recognized the importance of harmonization , or the removal of scanner effects from brain imaging data. While many harmonization methods exist, like ComBat and CovBat, few explicitly incorporate the network structure of the brain. …”
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Numerical Method for the Variable-Order Fractional Filtration Equation in Heterogeneous Media by Nurlana Alimbekova, Aibek Bakishev, Abdumauvlen Berdyshev

“…A numerical method for the initial-boundary value problem was constructed, and a theoretical study of the stability and convergence of the method was carried out using the method of a priori estimates. …”
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Software Reliability Prediction Based on Recurrent Neural Network and Ensemble Method by Wafa Alshehri, Salma Kammoun Jarraya, Arwa Allinjawi

“…In this paper, we adopted a deep learning method for software reliability testing in computer vision systems. …”
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Sensor-Reduced Active Power Decoupling Method for Single-Phase Rectifiers by Ming Chen, Shui Liu, Qinglong Cao, Hui Wang

“…Simulation and experimental results validate the effectiveness and feasibility of the proposed method.…”
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An Improved Algorithm for Noise Source Localization Based on Equivalent Source Method by Zhongming Xu, Qinghua Wang, Yansong He, Zhifei Zhang, Shu Li, Mengran Li

“…Through numerical simulations, it is proved that the proposed method can localize noise with higher resolution compared with WBH and conventional ESM, and the ghosts on noise source map can be suppressed effectively. …”
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Estimation Method of Carbon Emissions in the Embodied Phase of Low Carbon Building by Hongwei Liu, Jun Li, Yafei Sun, Yanshu Wang, Haichun Zhao

“…Emission factor calculation method is used to establish carbon emission model for building materials. …”
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Validating the deuterium dilution method to measure body composition of common eider by Joshua M. Beuth, Peter W. C. Paton, Jason E. Osenkowski, Scott R. McWilliams

“…The method is broadly applicable to other migratory birds and can be used to evaluate the effects of ecological and anthropogenic drivers on body composition dynamics. © 2016 The Wildlife Society.…”
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Method of Measuring Deformations of Magnetoactive Elastomers under the Action of Magnetic Fields by D. V. Saveliev, L. Yu. Fetisov, D. V. Chashin, P. A. Shabin, D. A. Vyunik, F. A. Fedulov, W. Kettl, M. Shamonin

“…The generally accepted methods for measuring magnetic deformation in magnetoactive soft materials are now practically absent. …”
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Privacy preserving method based on Voronoi diagram in mobile crowd computing by Hao Long, Shukui Zhang, Jin Wang, Cheng-Kuan Lin, Jia-Jun Cheng

“…The experimental results show that compared with other privacy preserving methods, PP-Voronoi method has better effectiveness of privacy protection and lower network traffic.…”
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Methodical approach to fixture design in the milling of thin-walled mechanical components by Nguyen Thi Anh, Tran Thanh Tung

“…This study proposes a methodical approach to the design and validation of a specialized fixture system tailored for such thin-walled geometries, with a focus on motorcycle gearbox housings. …”
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Evidence classification method of chat text based on DSR and BGRU model by Yu ZHANG, Binglong LI, Xuejuan LI, Heyu ZHANG

“…It is always unlikely to efficiently identify and extract chat text evidence related to criminal events, due to the complex semantics such as “slang” in the chat content and the huge amount of chat text data generated by social software such as instant messaging.Based on this motivation, a chat text evidence classification model (DSR-BGRU) based on the DSR (dynamic semantic representation) model and the BGRU (bidirectional gated recurrent unit) model was proposed.The chat text data was pre-processed to preserve the characteristics of the criminal field.Then a multi-layer chat text feature extraction and classification model using the Keras framework was proposed.With the text matrix composed of vector representation of words in the DSR model as the input vector, the input layer of the DSR model featured the chat text from the semantic level.Then the hidden layer of the BGRU model extracted the context characteristics of the text composed of the word vectors.The softmax classification layer recognized and extracted the chat text evidence.The experimental results show that the proposed DSR-BGRU can more accurately identify and extract chat records compared with other models and methods for text classification, and it can also effectively extract the criminal text information from the chat information with the accuracy rate 92.06% and the F1 score 91.00%.…”
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Rehabilitation training method for motor dysfunction based on video stream matching by Hong Yanyan

“…The research design method compares the movement posture to determine the patient’s rehabilitation level and provides rehabilitation guidance. …”
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A Comprehensive Method for Designing Containerized Microgids in Non-Interconnected Zones by Juan Cabrera, Sandra Vasquez-Donado, Cesar Orozco-Henao, Mauricio Restrepo

“…This method is verified in three scenarios of Colombian Non-Interconnected Zones (NIZs), resulting in a solution that can effectively provide electricity to the isolated communities, primarily from solar energy, store surplus generation in batteries, and minimize diesel backup generator use. …”
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Integrated method development of general and special students stamina involved in the fight by N.A. Alekseev, N.B. Kutergin, A.N. Kulinichev, A.V. Gorbatenko

“…Purpose : testing the effectiveness of methods of development of general and special endurance cadets wrestlers. …”
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Dynamic control method of construction cost based on fuzzy neural network by Qiao hui Liu, Qian Cao

“…The evaluation results prove that the developed method will be able to accurately predict the project cost in stages of construction, and the cost saved in the construction phase of the project is more than 300000 yuan.…”
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RESEARCH ON THE OPTIMAL DESIGN METHOD OF U-SHAPED SECTION CONTAINMENT RING

“…U-shaped containment ring is usually used as protection device for turbine starters.Under the condition that the turbine rotor is contained,structural optimization of the U-shaped section containment ring was carried out to obtain a light and inclusive structure,which improved aircraft safety and thrust-to-weight ratio.An optimal design method for U-shaped cross section containment ring was proposed.The method adopted the optimal Latin hypercube design,numerical simulation,response surface modeling,and multi-island genetic algorithm to achieve the optimal design of multiple parameters of containment rings cross section.By combining simulation and experiment,the influence weights of different structural parameters on the residual kinetic energy of debris and the volume of containment rings were analyzed.The influence of different structural parameters of Ushaped containment ring on the containment results was studied.Containment test was carried out to verify the optimized containment ring.The results show that the thickness of the containment ring has the greatest influence on the residual kinetic energy of the debris,and the weight ratio is 38%.The main structural parameters affect the inclusion effect are thickness and groove depth.The error of inclusion ring deformation is less than 2%in the comparison between simulation and test results,which indicates that the optimization design method proposed is reasonable and reliable.The research results can provide prior knowledge and optimization methods for the quality reduction of U-shaped containment ring structures.…”
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A grounding method of OCS pillar foundation based on conductive concrete by CHANG Zhanning, ZHANG Yiping, YU Shudan, XIE Zining, LU Weinan, CHENG Hongbo

“…A grounding method of OCS pillar foundation based on conductive concrete was proposed to solve the grounding problem of traction power supply system in areas with high soil resistivity. …”
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Adversarial example generation method for SAR images based on mask extraction by ZHANG Jianwu, NAI Hao, LI Jie, QIAN Jianhua, FANG Yinfeng

“…Secondly, the improved relativistic average GAN (RaGAN) loss was introduced into AdvGAN, and the relative mean discriminator was used to make the discriminator rely on both real data and generated data during training, which improved the stability of training and the attack effect. Experiments were compared with related methods on the MSTAR dataset. …”
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