Performance optimization solutions for NFV data plane by Yukai HUANG, Jinkun GENG, Ruilin LING, Dan LI

“…In recent years,network function virtualization (NFV) is arousing concern widely from both academia and industry due to its flexible deployment and low cost.However,the performance bottleneck becomes increasingly distinctive and hinders the progress of NFV technology.The major factors were studied which could seriously affect the performance of NFV data plane.Firstly,an analysis was conducted on the causes for various kinds of performance overheads.Then,the optimization solutions were summarized to mitigate these overheads.Finally,a brief introduction was made on two types of architecture,which could significantly improve the performance of NFV data plane.…”
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Alterations of the resting-state brain network connectivity and gray matter volume in patients with fibromyalgia in comparison to ankylosing spondylitis by Dong Liu, Yanli Zhang, Jiaoshi Zhao, Budian Liu, Churong Lin, Mingcan Yang, Jieruo Gu, Ou Jin

“…Independent component analysis (ICA) was conducted on the rs-fMRI data, and group differences of the rsFC between different resting-state networks were calculated using dual regression. …”
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Physical function evaluation in volleyball training based on intelligent GRNN by Kaiyuan Dong, Borhannudin bin Abdullah, Hazizi bin Abu Saad, Chenxi Lu

“…Abstract This study aims to improve both the evaluation accuracy and the real-time feedback capability in monitoring athletes’ physical function changes during volleyball training. Firstly, based on the framework of the generalized regression neural network, a variable-structure generalized regression neural network (VSGRNN) is proposed and developed. …”
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Safety Integrity Level Assessment and Certification of Localization Train Network Control Management System by 赵强, 常振臣, 李砾工, 王金田

“…In particular, a clear schematic description on determination and allocation process for the safety requirements and tolerable risk failure rate of TCMS was conducted. Meanwhile, a calculation method for failure in time (FIT) of safety function was also described in detail.…”
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Comparative efficacy of exercise interventions for cognitive health in older adults: A network meta-analysis by Jinhao Zhang, Wei Ye, Wang Li, Fan Zhang, Zhijian Wu

“…To address these gaps, we conducted a network meta-analysis synthesizing direct and indirect evidence from existing literature to identify the most effective exercise interventions for enhancing cognitive function in older adults. …”
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Guilingji capsules enhances erectile function by promoting testosterone-dependent angiogenesis in the corpus cavernosum by Xujun Yu, Jingyi Zhang, Suyun Xu, Jing Zhou, Chenglin Zhuang, Junjun Li, Baojun Zhuang

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Unveiling the impact of siren noise exposure on cognitive function and mental health among firefighters by Saeid Yazdanirad, Amir Hossein Khoshakhlagh, Saleh Al Sulaie, JeeWoong Park, Fatemeh Rooshan, Roghayeh Shamsi

“…In doing so, the study focuses on cognitive function among firefighters, using a Bayesian network model for the first time. …”
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Modified GIC Estimation Using 3‐D Earth Conductivity by Anna Kelbert, Greg M. Lucas

“…They are, therefore, a function of the Earth's electrical conductivity, represented at ground level as Earth impedances, as well as the resistance parameters of the power network. …”
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Determination of vibration characteristic in automatic tapping operations based on artificial neural networks by Emir Esim, Muhammed Demirel

“…The results indicate that the proposed Radial Basis Function Neural Network (RBFNN) performs exceptionally well in the real-time prediction of vibrations during tapping. …”
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Porous highly conductive PEDOT film for high-performance supercapacitors by Wanying Zhang, Zhen Su, Bei Qi, Wentao Wang, Shisong Nie, Yingzhi Jin, Jiaxing Song, Lin Hu, Xinxing Yin, Weihua Ning, Xiaoming Yang, Hao Wang, Zaifang Li, Liang Huang

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Monitoring and investigation to control the brain network disease under immunotherapy by using fractional operator by Muhammad Farman, Ammara Talib, Khadija Jamil, Kottakkaran Sooppy Nisar, Aceng Sambas, Mustafa Bayram, Mohamed Hafez

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Comparative efficacy of neuroprotective agents for improving neurological function and prognosis in acute ischemic stroke: a network meta-analysis by Yuchen Wang, Yuchen Wang, Mengqi Li, Mengqi Li, Yuye Jiang, Yuye Jiang, Qiuhong Ji

“…This study utilized a network meta-analysis (NMA) to systematically compare the efficacy of neuroprotective agents in improving neurological function and prognosis in stroke patients.MethodsThis study adhered to PRISMA guidelines and the Cochrane Handbook for systematic reviews. …”
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Multi-frequency EEG and multi-functional connectivity graph convolutional network based detection method of patients with Alzheimer’s disease by Yujian Liu, Libing An, Haiqiang Yang, Shuzhi Sam Ge

“…The method conducts multi-frequency analysis of power spectral density (PSD) features across five EEG frequency bands (Delta, Theta, Alpha, Beta, Gamma) and constructs two functional connectivity networks based on mutual information and Pearson correlation coefficients. …”
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A systematic review of alterations in sensorimotor networks following stroke: implications for integration and functional outcomes across recovery stages by Nur Shaheera Aidilla Sahrizan, Noorazrul Yahya, Zhe Kang Law, Wan Asyraf Wan Zaidi, Umi Nabilah Ismail, Naela Himayati Afifah, Amirul Azri, Hanani Abdul Manan, Hanani Abdul Manan

“…IntroductionStroke can result in a wide range of impairments, with sensorimotor dysfunction being among the most common, particularly when the sensorimotor network (SMN) is affected. As the SMN plays a critical role in movement control and coordination, understanding the changes in this network post-stroke is essential for informing recovery and rehabilitation strategies.MethodsA systematic review was conducted following PRISMA guidelines. …”
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Constructing an Ecological Spatial Network Optimization Framework from the Pattern–Process–Function Perspective: A Case Study in Wuhan by An Tong, Yan Zhou, Tao Chen, Zihan Qu

“…Under the continuous disturbance of ecosystems driven by urbanization, landscape fragmentation and the disruption of ecological processes and functions are key challenges in optimizing ecological networks (EN). …”
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Comparative Efficacy of <i>Antrodia cinnamomea</i> on Liver Function Biomarkers in Mice and Rats: A Network Meta-Analysis by Chien-Liang Kuo, Berne Ting, Ray Jui-Hung Tseng, Shih-Ping Liu, Jun-Yang Liou

“…This study systematically evaluates the hepatoprotective effects of different types and doses of <i>Antrodia cinnamomea</i> extracts (triterpenoids, polysaccharides, and ubiquinone derivatives) on liver function biomarkers, including alanine aminotransferase (ALT), aspartate aminotransferase (AST), malondialdehyde (MDA), and tumor necrosis factor-alpha (TNF-α), using a network meta-analysis (NMA) approach. …”
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Cortical Surface Spatial Analysis Reveals Altered Brain Functional Network Topology in T2DM With Mild Cognitive Impairment by YanJun fan, Jing Tian, XiaoMei Yu, Chen Yang, HuiYan Zhang, Jian Tan, YiWei Zhao, Jing Wei, Gang Huang, JiangPing Liu, LianPing Zhao

“…However, the specific alternations in T2DM with MCI (T2DM‐MCI)‐related brain functional networks (BFN) remain unclear. Therefore, the present study aimed to investigate the alterations in the topological properties of BFN in T2DM patients with and without MCI, utilizing a cortical surface‐based graph theory analysis of resting‐state functional magnetic resonance imaging data. …”
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Sport-specific impacts of ball games on adolescent brain function: a network meta-analysis of executive cognitive tasks by Yang Wang, Zixuan Luo, Tongyan Zhang, Muyan Zhang, Leonid Kapilevich, Jiale Wang

“…Methods A systematic review and network meta-analysis were conducted following searches in PubMed, Embase, Cochrane Library, and Web of Science for studies published between January 2000 and March 2025. …”
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A merged fuzzy system and neural network for improving management method and strategy in scientific research and education by Wentao Kang

“…Besides, improved activation functions and a novel management method were implemented in the education field, utilizing classification learners of neural network structures. …”
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Zeolitic Imidazolate Framework-67-Derived NiCoMn-Layered Double Hydroxides Nanosheets Dispersedly Grown on the Conductive Networks of Single-Walled Carbon Nanotubes for High-Perfor... by Yingying Li, Qin Zhou, Yongfu Lian

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