Western North American Cruise Shipping Network: Space Structure and System by Xumao Li, Chang Li, Zukun Long

“…To prove it, we used complex network analysis methods to explore the port connections and the spatial structure of the cruise shipping network in these regions. …”
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Intelligent prediction method of network performance based on graph neural network by Yijiang LI, Huibiao YE, Renhua XIE, Jiali LOU, Danna ZHUANG, Chuanhuang LI

“…There are some problems in the traditional network performance prediction technology, such as incomplete network state acquisition and poor accuracy of network performance evaluation.Combined with the characteristics of graph neural network learning and reasoning network relational data and the captured global information of the network, on the basis of the current network performance prediction methods, an intelligent prediction method of network performance based on graph neural network was proposed.Aiming at the complex network information, through the research of network system abstraction and network performance modeling, the network information can be transformed into the graph space convolution was used to process the message passing process of graph network nodes to realize the relationship reasoning between network information.The graph neural network model for network performance prediction was studied, and a graph neural network architecture which could deal with traffic matrix, network topology, routing strategy and node configuration was proposed.Finally, the experiments show that the model can better achieve accurate prediction of the network performance including delay, jitter and packet loss rate.…”
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As galinhas incontáveis. Tupis, europeus e aves domésticas na conquista no Brasil by Felipe Ferreira Vander Velden

“…These reports, allied to the historical, ethnographic and ethnological knowledge accumulated on the colonial Tupians and other contemporary Tupi-speaking groups, would help us elucidate some questions about the cosmological meanings of domestic chickens among Tupians, as well as discuss a complex network which connected native and colonial villages in the first 200 years of the conquest. …”
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Redox Signaling in Diabetic Nephropathy: Hypertrophy versus Death Choices in Mesangial Cells and Podocytes by Gina Manda, Alexandru-Ionel Checherita, Maria Victoria Comanescu, Mihail Eugen Hinescu

“…This review emphasizes the role of oxidative stress in diabetic nephropathy, acting as trigger, modulator, and linker within the complex network of pathologic events. It highlights key molecular pathways and new hypothesis in diabetic nephropathy, related to the interferences of metabolic, oxidative, and inflammatory stresses. …”
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Regulation of Th1/Th2 cells in asthma development: A mathematical model by Yangjin Kim, Seongwon Lee, You-Sun Kim, Sean Lawler, Yong Song Gho, Yoon-Keun Kim, Hyung Ju Hwang

“…In the present workwe representthe complex network of interactions between cells and molecules by a mathematical model.The model describes the behaviors of cells (Th0, Th1, Th2 and macrophages)and regulatory molecules (IFN-$\gamma$, IL-4, IL-12, TNF-α) in response tohigh, intermediate, and low levels of LPS.The simulations show howvariations in the levels of injected LPSaffect the development ofTh1 or Th2 cell responses through differential cytokine induction.The model also predicts the coexistence ofthese two types of responseunder certain biochemical and biomechanical conditions in the microenvironment.…”
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Le cluster logistique We4LOG en Occitanie, entre innovation organisationnelle au service de l'intermédiation territoriale et marketing territorial du numérique. by Julien Le Van Suu

“…For now, We4LOG is finding a way across a complex network of actors and building its actions according to the resources available.The analysis is based on an in-depth investigation of the cluster's political backing, the role of local authorities in these initiatives, their objectives and tools. …”
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La prochaine génération de téléphonie mobile (5G) et ses implications (Infrastructure, Réglementation) by Edward M. Roche, Benjamin H. Dickens-Jr., Walker Townes

“…Software Defined Networks (SDN) will be set up and torn down, grown and lessened according to demand.Complex network management will be done by Machine Learning (ML) and Artificial Intelligence (AI). …”
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V2X offloading and resource allocation under SDN and MEC architecture by Haibo ZHANG, Zixin WANG, Xiaofan HE

“…To address the serious problem of delay and energy consumption increase and service quality degradation caused by complex network status and huge amounts of computing data in the scenario of vehicle-to-everything (V2X),a vehicular network architecture combining mobile edge computing (MEC) and software defined network (SDN) was constructed.MEC sinks cloud serviced to the edge of the wireless network to compensate for the delay fluctuation caused by remote cloud computing.The SDN controller could sense network information from a global perspective,flexibly schedule resources,and control offload traffic.To further reduce the system overhead,a joint task offloading and resource allocation scheme was proposed.By modeling the MEC-based V2X offloading and resource allocation,the optimal offloading decision,communication and computing resource allocation scheme were derived.Considering the NP-hard attribute of the problem,Agglomerative Clustering was used to select the initial offloading node,and Q-learning was used for resource allocation.The offloading decision was modeled as an exact potential game,and the existence of Nash equilibrium was proved by the potential function structure.The simulation results show that,as compared to other mechanisms,the proposed mechanism can effectively reduce the system overhead.…”
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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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A two-layer network model of the evolution of public risk perception of emerging technologies by Xiaqun Liu, Xiaoyue Qiu, Yaming Zhuang

“…Considering the impact of the spread of risk events on public risk perception of emerging technologies, this study adopts complex network theory to construct a two-layer network model consisting of “the spread of risk events–the evolution of public risk perception” of emerging technologies. …”
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Credit Risk Contagion Based on Asymmetric Information Association by Shanshan Jiang, Hong Fan, Min Xia

“…The existing credit risk contagion models based on complex network theory assume that the information between individuals in the network is symmetrical and analyze the proportion of the individuals infected by the credit risk from a macro perspective. …”
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Structural insights into GrpEL1-mediated nucleotide and substrate release of human mitochondrial Hsp70 by Marc A. Morizono, Kelly L. McGuire, Natalie I. Birouty, Mark A. Herzik

“…Abstract Maintenance of protein homeostasis is necessary for cell viability and depends on a complex network of chaperones and co-chaperones, including the heat-shock protein 70 (Hsp70) system. …”
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Interplay between Extracellular Matrix and Neutrophils in Diseases by Yanyan Zhu, Yumeng Huang, Qian Ji, Shengqiao Fu, Jia Gu, Ningzheng Tai, Xu Wang

“…The extracellular matrix (ECM) is a highly dynamic and complex network structure, which exists in almost all tissues and is the microenvironment that cells rely on for survival. …”
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Using Network Pharmacology to Explore the Mechanism of Panax notoginseng in the Treatment of Myocardial Fibrosis by Jingxue Han, Jingyi Hou, Yu Liu, Peng Liu, Tingting Zhao, Xinwei Wang

“…This study embodies the complex network relationship of multicomponents, multitargets, and multipathways of Panax notoginseng in treating MF and provides a novel method for further research on this herb’s mechanism.…”
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Research on key "acupoint" mining technology for special information system by ZOU Zilong, WANG Junlin, AN Shujie, LYU Changyuan, YU Minggang, NIU Yanjie

“…In this paper, the complex network theory is used to analyze the network characteristics of special information system. …”
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Development of a new sustainable packaging paper based on cellulose filaments and refined kraft pulp by Lahbib Abenghal, Julien Bley, Balazs Tolnai, Guy Njamen, Bruno Chabot

“…The water vapor transmission rate (WVTR) of samples produced from refined kraft pulp alone was 177 g/m2. day, which significantly decreased to 77 g/m2. day by the addition of 80 % cellulose filaments owing to the formation of a complex network of physical and chemical bonds between the fibers. …”
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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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