Network traffic monitoring based on CNN-SVM by Wu Qian

“…In a modern complex network, network monitoring and measurement have become increasingly important. …”
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Impacts of COVID-19 on the Return and Volatility Nexus among Cryptocurrency Market by Xin Sui, Guifen Shi, Guanchong Hou, Shaohan Huang, Yanshuang Li

“…In this context, combining the spillover index method introduced by Diebold and Yilmaz (2012) and the complex network analysis framework, we examined the volatility connectedness and the topological structure among the top ten cryptocurrencies before and during the COVID-19 crisis. …”
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A review of vitamin D deficiency and vitamin D receptor polymorphisms in endocrine-related disorders by Nur Faten Hafizah Rosli, Noor Shafina Mohd Nor, Rose Adzrianee Adnan, Siti Hamimah Sheikh Abdul Kadir

“…The endocrine system is a complex network of glands that produce and release hormones that regulate various physiological processes. …”
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Link Quality Prediction via a Neighborhood-Based Nonnegative Matrix Factorization Model for Wireless Sensor Networks by Yuxin Zhao, Shenghong Li, Jia Hou

“…Traditional link quality prediction algorithms are simply based on the statistical information of the links in the wireless sensor network. By introducing complex network theory and machine learning techniques, we propose a neighborhood-based nonnegative matrix factorization model to predict link quality in wireless sensor networks. …”
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Differentially Private Clustered Federated Load Prediction Based on the Louvain Algorithm by Tingzhe Pan, Jue Hou, Xin Jin, Chao Li, Xinlei Cai, Xiaodong Zhou

“…First, the similarity of user load patterns is calculated under privacy protection. Second, a complex network is constructed, and a federated user clustering method is developed based on the Louvain algorithm, which divides users into multiple clusters based on load pattern similarity. …”
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Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets by Yong Tang, Jason Jie Xiong, Zi-Yang Jia, Yi-Cheng Zhang

“…With the help of complex network theory, the topological network structures of a market can be extracted to reveal hidden information and relationships among stocks. …”
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Targeted therapy for pancreatic ductal adenocarcinoma: Mechanisms and clinical study by Heng‐Chung Kung, Jun Yu

“…Contributing to the poor prognosis of PDAC is the lack of early detection, a complex network of signaling pathways and molecular mechanisms, a dense and desmoplastic stroma, and an immunosuppressive tumor microenvironment. …”
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‘Polishing the Apple’: The Systematic Eradication of ‘Otherness’ from the New York Crowd by Darren Richard Carlaw

“…The city’s density and complex network of social boundaries dictate a definite sense of place, in terms of insider and outsidership. …”
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Role of Macrophages in the Pathogenesis of Atopic Dermatitis by Sadaf Kasraie, Thomas Werfel

“…Several cofactors, such as an impaired skin barrier function, modifications of the immune system, and a complex genetic background, direct the course of AD. Within this complex network, macrophages play a pivotal role in enhanced susceptibility to cutaneous infections and act as central connecting components in the pathogenesis of AD on the cellular level. …”
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Defensive Driving: Directing HIV-1 Vaccine-Induced Humoral Immunity to the Mucosa with Chemokine Adjuvants by Ebony N. Gary, Michele A. Kutzler

“…Mucosa-associated lymphoid tissues (MALTs) consist of a complex network of immune organs and tissues that orchestrate the interaction between the host, commensal microbes, and pathogens at these surfaces. …”
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Research on Customer Requirement-Driven Individualized Product Module Division and Configuration Based on Community Structure by Qin Yang, Xuzheng Li, Qunqun Yin, Fan Liu, Weijie Chang

“…Secondly, the community structure in complex network theory is introduced to visualize and quantitatively describe the relationship between product parts. …”
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A Survey on Frameworks Used for Robustness Analysis on Interdependent Networks by Ivana Bachmann, Javier Bustos-Jiménez, Benjamin Bustos

“…The analysis of network robustness tackles the problem of studying how a complex network behaves under adverse scenarios, such as failures or attacks. …”
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Long Noncoding RNA Regulation of Pluripotency by Alessandro Rosa, Monica Ballarino

“…Recent evidence suggests that a complex network of transcription factors, chromatin regulators, and noncoding RNAs exist in pluripotent cells to regulate the balance between self-renewal and multilineage differentiation. …”
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University Network Capital as an Element of the City’s Social Capital by R. A. Zayakina

“…The article reveals the features of a modern university as a complex network object and the characteristics of interpersonal relationships that arise in its socio-cultural environment. …”
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Stochastic Risk Assessment with a Lagrangian Solution for the Optimal Cost Allocation in High-Speed Rail Networks by Jing Zuo, Jianwu Dang, Min Lyu

“…Inspired by the theoretical risk evaluation methods in the complex network, three major factors, including the local effects, global effects, and component self-effects are considered in the process of assessing the impact on the network components (nodes or lines). …”
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Reconstruction of ER Network from Specific Academic Texts for the Governance of MSW-NIMBY Crisis in China by Qing Yang, Hui Zhou, Xingxing Liu, Chen Zuo, Jinmei Wang

“…Through rule-based text mining and complex network analysis, the Entity Relationship (ER) network of MSW-NIMBY crisis is reconstructed. …”
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Study on Connectivity Mechanism and Robustness of Three-Dimensional Pore Network of Sandstone by Guannan Liu, Xiaopeng Pei, Dayu Ye, Feng Gao, Zongqing Zhou, Chenglu Gao

“…In this paper, based on the complex network theory and CT scanning technology, sandstone is used as an example to study the structural characteristics of the rock network with different porosities. …”
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Tissue‐resident memory T cells in diseases and therapeutic strategies by Daoyuan Xie, Guanting Lu, Gang Mai, Qiuyan Guo, Guofeng Xu

“…We also explore the interactions of TRM cells with other immune cells, such as B cells, macrophages, and dendritic cells, highlighting the complex network that underpins the efficacy of TRM cells in immune surveillance and response. …”
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Residual trio feature network for efficient super-resolution by Junfeng Chen, Mao Mao, Azhu Guan, Altangerel Ayush

“…TBM achieves equivalence transformation through structural reparameterization operations, which use a complex network structure in the training phase and convert it to a more lightweight structure in the inference, achieving efficient inference while maintaining accuracy. …”
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Predicting the Rise of EU Right-Wing Populism in Response to Unbalanced Immigration by Boris Podobnik, Marko Jusup, Dejan Kovac, H. E. Stanley

“…We locate tipping points between the fraction of immigrants and the rise of RW populism, and we model our empirical findings using a complex network framework in which the success of globalization rests on a balance between immigration and immigrant integration.…”
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