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MLDA:a multi-level k-degree anonymity scheme on directed social network graphs

Frontiers of Computer Science 2024年第2期18卷 199-215页

作者： Yuanjing HAO Long LI liang chang Tianlong GU Guangxi Key Laboratory of Trusted Software Guilin University of Electronic TechnologyGuilin 541004China Engineering Research Center of Trustworthy AI(Ministry of Education) Jinan UniversityGuangzhou 510632China

With the emergence of network-centric data,social network graph publishing is conducive to data analysts to mine the value of social networks,analyze the social behavior of individuals or groups,implement personalized recommendations,and so ***,published social network graphs are often subject to re-identification attacks from adversaries,which results in the leakage of users’***-anonymity technology is widely used in the field of graph publishing,which is quite effective to resist re-identification ***,the current researches still exist some issues to be solved:the protection of directed graphs is less concerned than that of undirected graphs;the protection of graph structure is often ignored while achieving the protection of nodes’identities;the same protection is performed for different users,which doesn’t meet the different privacy requirements of ***,to address the above issues,a multi-level-degree anonymity(MLDA)scheme on directed social network graphs is proposed in this ***,node sets with different importance are divided by the firefly algorithm and constrained connectedness upper approximation,and they are performed different-degree anonymity protection to meet the different privacy requirements of ***,a new graph anonymity method is proposed,which achieves the addition and removal of edges with the help of fake *** addition,to improve the utility of the anonymized graph,a new edge cost criterion is proposed,which is used to select the most appropriate edge to be ***,to protect the community structure of the original graph as much as possible,fake nodes contained in a same community are merged prior to fake nodes contained in different *** results on real datasets show that the newly proposed MLDA scheme is effective to balance the privacy and utility of the anonymized graph.

关键词： directed social network graph graph publishing k-degree anonymity community structure graph utility

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Scattering-based hybrid network for facial attribute classification

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Frontiers of Computer Science 2024年第3期18卷 105-116页

作者： Na LIU Fan ZHANG liang chang Fuqing DUAN School of Artificial Intelligence Beijing Normal UniversityBeijing 100875China

Face attribute classification(FAC)is a high-profile problem in biometric verification and face *** recent research has been devoted to extracting more delicate image attribute features and exploiting the inter-attribute correlations,significant challenges still *** scattering transform(WST)is a promising non-learned feature *** has been shown to yield more discriminative representations and outperforms the learned representations in certain *** to the image classification task,WST can enhance subtle image texture information and create local deformation *** paper designs a scattering-based hybrid block,to incorporate frequency-domain(WST)and image-domain features in a channel attention manner(Squeezeand-Excitation,SE),termed WS-SE *** with CNN,WS-SE achieves a more efficient FAC performance and compensates for the model sensitivity of the small-scale affine *** addition,to further exploit the relationships among the attribute labels,we propose a learning strategy from a causal *** cause attributes defined using the causalityrelated information can be utilized to infer the effect attributes with a high confidence *** analysis experiments demonstrate the effectiveness of our model,and our hybrid model obtains state-of-the-art results in two public datasets.

关键词： wavelet scattering transform causality-related learning facial attribute classification

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Incorporating metapath interaction on heterogeneous information network for social recommendation

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Frontiers of Computer Science 2024年第1期18卷 33-48页

作者： Yanbin JIANG Huifang MA Xiaohui ZHANG Zhixin LI liang chang College of Computer Science and Engineering Northwest Normal UniversityLanzhou 730070China Guangxi Key Lab of Multi-source Information Mining and Security Guangxi Normal UniversityGuilin 541001China Guangxi Key Laboratory of Trusted Software Guilin University of Electronic TechnologyGuilin 541004China

Heterogeneous information network(HIN)has recently been widely adopted to describe complex graph structure in recommendation systems,proving its effectiveness in modeling complex graph *** existing HIN-based recommendation studies have achieved great success by performing message propagation between connected nodes on the defined metapaths,they have the following major *** works mainly convert heterogeneous graphs into homogeneous graphs via defining metapaths,which are not expressive enough to capture more complicated dependency relationships involved on the ***,the heterogeneous information is more likely to be provided by item attributes while social relations between users are not adequately *** tackle these limitations,we propose a novel social recommendation model MPISR,which models MetaPath Interaction for Social Recommendation on heterogeneous information ***,our model first learns the initial node representation through a pretraining module,and then identifies potential social friends and item relations based on their similarity to construct a unified *** then develop the two-way encoder module with similarity encoder and instance encoder to capture the similarity collaborative signals and relational dependency on different *** experiments on five real datasets demonstrate the effectiveness of our method.

关键词： heterogeneous information network social reco-mmender system metapath interaction attention mechanism

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Adaptive fusion of structure and attribute guided polarized communities search

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Frontiers of Computer Science 2024年第1期18卷 255-257页

作者： Fanyi YANG Huifang MA Wentao WANG Zhixin LI liang chang College of Computer Science and Engineering Northwest Normal UniversityLanzhou 730070China Key Lab of Education Blockchain and Intelligent Technology(Ministry of Education) Guangxi Normal UniversityGuilin 541004China Guangxi Key Laboratory of Trusted Software Guilin University of Electronic TechnologyGuilin 541004China

1 Introduction and main contributions The exploration of polarized communities,which consist of two antagonistic subgraphs and include a set of query nodes,is a crucial task in community search on signed *** existing methods either predominantly rely on topological structure while disregarding node attributes or tend to prioritize the global identification of all polarized ***,they fail to consider two crucial ***,integrating node attributes with network structure can enhance the search quality for polarized communities in attributed signed networks by leveraging complementary ***,global criteria-based polarized community detection aims to identify all polarized communities,neglecting personalized analyses centered around individual users.

关键词： polarized structure integrating

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No tillage increases soil microarthropod(Acari and Collembola)abundance at the global scale

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Soil Ecology Letters 2024年第2期6卷 5-19页

作者： Yulin Liu Lihong Song Donghui Wu Zihan Ai Qian Xu Xin Sun liang chang State Key Laboratory of Black Soil Conservation and Utilization Northeast Institute of Geography and AgroecologyChinese Academy of SciencesChangchun130102China University of Chinese Academy of Sciences Beijing100049China College of Agriculture Guizhou UniversityGuiyang550025China Key Laboratory of Urban Environment and Health Ningbo Observation and Research StationFujian Key Laboratory of Watershed EcologyInstitute of Urban EnvironmentChinese Academy of SciencesXiamen361021China Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control CAS Haixi Industrial Technology Innovation Center in BeilunNingbo315830China

Conservation tillage increases soil microarthropod abundance at the global *** effect of conservative tillage on microarthropods is soil *** positive effect of conservation tillage is particularly evident in nutrient-poor soil *** temperate humid regions,however,this positive effect of conservation tillage is *** effect of conservative tillage on microarthropods varies with fauna group and climate regions.

关键词： no tillage soil microarthropod Acari Collembola meta-analysis

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Global trends in publications regarding macrophages-related diabetic foot ulcers in the last two decades

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World Journal of Diabetes 2024年第7期15卷 1627-1644页

作者： Jian-Ping Wen Shuan-Ji Ou Jia-Bao Liu Wei Zhang Yu-Dun Qu Jia-Xuan Li chang-liang Xia Yang Yang Yong Qi chang-Peng Xu Department of Orthopaedics The Affiliated Guangdong Second Provincial General Hospital of Jinan UniversityGuangzhou 510000Guangdong ProvinceChina The Second School of Clinical Medicine Southern Medical UniversityGuangzhou 510000Guangdong ProvinceChina

BACKGROUND Diabetic foot ulcers(DFUs)are one of the most severe and popular complications of *** persistent non-healing of DFUs is the leading cause of amputation,which causes significant mental and financial stress to patients and their *** are critical cells in wound healing and perform essential roles in all phases of wound ***,no studies have been carried out to systematically illustrate this area from a scientometric point of *** there have been some bibliometric studies on diabetes,reports focusing on the investigation of macrophages in DFUs are *** To perform a bibliometric analysis to systematically assess the current state of research on macrophage-related *** The publications of macrophage-related DFUs from January 1,2004,to December 31,2023,were retrieved from the Web of Science Core Collection on January 9,*** different analytical tools:VOSviewer(v1.6.19),CiteSpace(v6.2.R4),HistCite(v12.03.07),and Excel 2021 were used for the scientometric *** A total of 330 articles on macrophage-related DFUs were *** most published countries,institutions,journals,and authors in this field were China,Shanghai Jiao Tong University of China,Wound Repair and Regeneration,and Aristidis *** the analysis of keyword co-occurrence networks,historical direct citation networks,thematic maps,and trend topics maps,we synthesized the prevailing research hotspots and emerging trends in this *** Our bibliometric analysis provides a comprehensive overview of macrophage-related DFUs research and insights into promising upcoming research.

关键词： Diabetic foot ulcers Macrophage Macrophage polarization Bibliometrics Wound healing Inflammation

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Protective Effects of Danmu Extract Syrup on Acute Lung Injury Induced by Lipopolysaccharide in Mice through Endothelial Barrier Repair

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Chinese Journal of Integrative Medicine 2024年第3期30卷 243-250页

作者： XU Han XU Si-cong LI Li-yan WU Yu-huang TAN Yin-feng CHEN Long LIU Pei liang chang-fu HE Xiao-ning LI Yong-hui Hainan Provincial Key Lab of Research&Development on Tropic Herbs Hainan Medical UniversityHaikou571199China Department of Stomatology the Second Affiliated Hospital of Hainan Medical UniversityHaikou571199China

Objective:To investigate the effects of Danmu Extract Syrup(DMS) on lipopolysaccharide(LPS)-induced acute lung injury(ALI) in mice and explore the ***:Seventy-two male Balb/C mice were randomly divided into 6 groups according to a random number table(n=12),including control(normal saline),LPS(5 mg/kg),LPS+DMS 2.5 mL/kg,LPS+DMS 5 mL/kg,LPS+DMS 10 mL/kg,and LPS+Dexamethasone(DXM,5 mg/kg) *** pretreatment with DMS and DXM,the ALI mice model was induced by LPS,and the bronchoalveolar lavage fluid(BALF) were collected to determine protein concentration,cell counts and inflammatory *** lung tissues of mice were stained with hematoxylin-eosin,and the wet/dry weight ratio(W/D) of lung tissue was *** levels of tumor necrosis factor-α(TNF-α),interleukin(IL)-6 and IL-1βin BALF of mice were detected by enzyme linked immunosorbent *** expression levels of Claudin-5,vascular endothelial(VE)-cadherin,vascular endothelial growth factor(VEGF),phospho-protein kinase B(p-Akt) and Akt were detected by Western blot ***:DMS pre-treatment significantly ameliorated lung histopathological *** with the LPS group,the W/D ratio and protein contents in BALF were obviously reduced after DMS pretreatment(P<0.05 or P<0.01).The number of cells in BALF and myeloperoxidase(MPO) activity decreased significantly after DMS pretreatment(P<0.05 or P<0.01).DMS pre-treatment decreased the levels of TNF-α,IL-6 and IL-1β(P<0.01).Meanwhile,DMS activated the phosphoinositide 3-kinase/protein kinase B(PI3K/Akt) pathway and reversed the expressions of Claudin-5,VE-cadherin and VEGF(P<0.01).Conclusions:DMS attenuated LPS-induced ALI in mice through repairing endothelial *** might be a potential therapeutic drug for LPS-induced lung injury.

关键词： Danmu Extract Syrup acute lung injury inflammatory factors vascular endothelial growth factor phosphoinositide 3-kinase/protein kinase B Chinese medicine Nauclea officinalis

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Medcheck: a novel software for automated de-formulation of traditional Chinese medicine (TCM) prescriptions by liquid chromatography-mass spectrometry

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JOURNAL OF PHARMACEUTICAL ANALYSIS 2024年第6期14卷 100958页

作者： Li, Xiao-lan Zhang, Jian-qing Li, Yun Shen, Xuan-jing Yang, Huan-ya Yang, Lin Xu, Meng Bi, Qi-rui Yao, chang-liang Guo, De-an Chinese Acad Sci Shanghai Inst Mat Med Natl Engn Res Ctr TCM Standardizat Technol Shanghai Res Ctr Modernizat Tradit Chinese Med Shanghai 201203 Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China

Image 1.

关键词： medicines formulation prescription

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土地流转对农业高质量发展的影响——基于绿色全要素生产率视角

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自然资源学报 2024年第6期39卷 1418-1433页

作者：史常亮湖南省社会科学院经济研究所长沙410003

中国农业正在从要素投入型向效率增进型转变,土地流转能否推动农业步入高质量发展轨道,其效果机制尚未被有效证实。使用SBM-GML指数构造绿色全要素生产率指标对各省(自治区、直辖市)农业高质量发展水平进行测度,然后基于2005—2022年省... 详细信息

中国农业正在从要素投入型向效率增进型转变,土地流转能否推动农业步入高质量发展轨道,其效果机制尚未被有效证实。使用SBM-GML指数构造绿色全要素生产率指标对各省(自治区、直辖市)农业高质量发展水平进行测度,然后基于2005—2022年省级面板数据,应用面板交互固定效应模型实证检验土地流转对农业高质量发展的影响,并重点分析该影响的异质性和相关机制。结果发现:(1)土地流转显著促进了农业高质量发展,该结论在控制区域遗漏变量、系统GMM估计、工具变量估计和外生冲击检验之后依然成立。(2)土地流转主要通过提高农业合意产出进而推动农业高质量发展,而对降低农业面源污染的作用不明确;土地流转尽管并未显著促进规模化经营,但有效提高了土地和劳动力资源的利用效率,从而有助于促进农业高质量发展。(3)不同土地流转形式对农业高质量发展具有差异化影响,相较于互换、转让等自发流转形式,出租、入股等市场化流转形式对农业高质量发展的影响更显著。(4)不同土地流转对象对农业高质量发展的影响存在异质性,相较于流转给普通农户,将土地流转给家庭农场、专业合作社、企业等新型经营主体更能显著促进农业高质量发展。

关键词：土地流转农业高质量发展绿色全要素生产率异质性

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Liquid lens based holographic camera for real 3D scene hologram acquisition using end-to-end physical model-driven network

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Light(Science & Applications) 2024年第3期13卷 488-497页

作者： Di Wang Zhao-Song Li Yi Zheng You-Ran Zhao Chao Liu Jin-Bo Xu Yi-Wei Zheng Qian Huang Chen-liang chang Da-Wei Zhang Song-Lin Zhuang Qiong-Hua Wang School of Instrumentation and Optoelectronic Engineering Beihang UniversityBeijing 100191China School of Optical-Electrical and Computer Engineering University of Shanghai for Science and TechnologyShanghai 200093China

With the development of artificial intelligence,neural network provides unique opportunities for holography,such as high fidelity and dynamic *** to obtain real 3D scene and generate high fidelity hologram in real time is an urgent ***,we propose a liquid lens based holographic camera for real 3D scene hologram acquisition using an end-to-end physical model-driven network(EEPMD-Net).As the core component of the liquid camera,the first 10 mm large aperture electrowetting-based liquid lens is proposed by using specially fabricated *** design of the liquid camera ensures that the multi-layers of the real 3D scene can be obtained quickly and with great imaging *** EEPMD-Net takes the information of real 3D scene as the input,and uses two new structures of encoder and decoder networks to realize low-noise phase *** comparing the intensity information between the reconstructed image after depth fusion and the target scene,the composite loss function is constructed for phase optimization,and the high-fidelity training of hologram with true depth of the 3D scene is realized for the first *** holographic camera achieves the high-fidelity and fast generation of the hologram of the real 3D scene,and the reconstructed experiment proves that the holographic image has the advantage of low *** proposed holographic camera is unique and can be used in 3D display,measurement,encryption and other fields.

关键词： calculation solution holographic

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