Emotional Interaction and Behavioral Decision-Making Mechanism in Network Science Education Based on Deep Learning by Pengjiao Li, Qian Meng

“…With the globalization of network education and the design and construction of all aspects of engineering, network science education is playing an increasingly important role in higher education and even the lifelong education system of college students. …”
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Mutual-information of meteorological-soil and spatial propagation: Agricultural drought assessment based on network science by Qingzhi Wen, Xinjun Tu, Lei Zhou, Vijay P Singh, Xiaohong Chen, Kairong Lin

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Cognitive Network Science: A Review of Research on Cognition through the Lens of Network Representations, Processes, and Dynamics by Cynthia S. Q. Siew, Dirk U. Wulff, Nicole M. Beckage, Yoed N. Kenett

“…Network science provides a set of quantitative methods to investigate complex systems, including human cognition. …”
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Erratum to “Cognitive Network Science: A Review of Research on Cognition through the Lens of Network Representations, Processes, and Dynamics” by Cynthia S. Q. Siew, Dirk U. Wulff, Nicole M. Beckage, Yoed N. Kenett

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Quantifying Women’s Marginalisation in Ibero-American Film Culture During the First Half of the Twentieth Century: A Network-Science Proposal by Ainamar Clariana-Rodagut, Alessio Cardillo

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The interplay of sex and genotype in disease associations: a comprehensive network analysis in the UK Biobank by Vivek Sriram, Jakob Woerner, Yong-Yeol Ahn, Dokyoon Kim

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Connectivity and community structure of online and register-based social networks by Márton Menyhért, Eszter Bokányi, Rense Corten, Eelke M. Heemskerk, Yuliia Kazmina, Frank W. Takes

Subjects: “…Network science…”
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Network Diffusion Framework to Simulate Spreading Processes in Complex Networks by Michał Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radosław Michalski, Piotr Bródka

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Graph coarsening for fugitive interception by Irene S. van Droffelaar, Jan H. Kwakkel, Jelte P. Mense, Alexander Verbraeck

“…Applied Network Science…”
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Bayesian hierarchical network autocorrelation models for estimating direct and indirect effects of peer hospitals on outcomes of hospitalized patients by Guanqing Chen, A. James O’Malley

“…Applied Network Science…”
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A growth model for citations networks by Pedro Castillo-Castillo, Enrique Stevens-Navarro, Ulises Pineda-Rico, Abel Garcia-Barrientos, Francisco R. Castillo-Soria, Jesus Acosta-Elias

“…Applied Network Science…”
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Functional switching among dynamic neuronal hub-nodes in the brain induces maintenance/transition of cognitive states by Jasleen Gund, Yashaswee Mishra, B. N. Mallick, R. K. Brojen Singh

“…Applied Network Science…”
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¿Qué es y cómo medir capital social? by Francisca Ortiz Ruiz, M. Beatriz Fernández, Carolina Cornejo, Herminia Gonzálvez Torralbo, M.Soledad Herrera

“… Este artículo busca comprender cómo se ha entendido/definido y medido capital social en la comunidad de redes en cinco revistas académicas seleccionadas: Social Networks, Connnections, Journal of Social Structures (JoSS), Network Science, y Applied Network Science. La intención es no solo problematizar como se ha venido usando esta noción desde una perspectiva de redes sociales; si no que también, mostrar cuales son los vacíos en la literatura y los desafíos a futuro. …”
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Synchronizability of Multilayer Star and Star-Ring Networks by Yang Deng, Zhen Jia, Feimei Yang

“…Synchronization of multilayer complex networks is one of the important frontier issues in network science. In this paper, we strictly derived the analytic expressions of the eigenvalue spectrum of multilayer star and star-ring networks and analyzed the synchronizability of these two networks by using the master stability function (MSF) theory. …”
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Multiscale network alignment model based on convolution of homogeneous multilayer graphs by CUI Jiahao, JIANG Tao, XU Mengyao

“…Social network alignment as an important research method in network science has been widely used in several fields. …”
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Immunization of Cooperative Spreading Dynamics on Complex Networks by Jun Wang, Shi-Min Cai, Tao Zhou

“…Cooperative spreading dynamics on complex networks is a hot topic in the field of network science. In this paper, we propose a strategy to immunize some nodes based on their degrees. …”
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Challenges and opportunities for digital twins in precision medicine from a complex systems perspective by Manlio De Domenico, Luca Allegri, Guido Caldarelli, Valeria d’Andrea, Barbara Di Camillo, Luis M. Rocha, Jordan Rozum, Riccardo Sbarbati, Francesco Zambelli

“…It enables the exploration of diverse therapeutic strategies and supports dynamic clinical decision-making through insights from network science, quantitative biology, and digital medicine.…”
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Quantitative Analysis of Comprehensive Influence of Music Network Based on Logistic Regression and Bidirectional Clustering by Yi-Kun Zhao, Guo-Qing Wang, Xiao-Xiao Zhan, Peng-Hui Yang

“…Therefore, this paper uses network science to build a dynamic network to analyze the similarity of music, the evolution process, and the impact of music on culture, which has certain research significance and practical value in the fields of music, history, social science, and practice.…”
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Firing propagation in empirical cognitive networks of human brain by Dehua Chen, Ruohua Gao, Zhiyin Yang, Siyu Huo, Zonghua Liu

“…Understanding the physical mechanisms of brain functions has always been a challenging problem in the fields of nonlinear dynamics and network science. A promising approach to address this problem is by studying signal propagation on brain cognitive networks. …”
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The symmetric division Szeged index: A novel tool for predicting physical and chemical properties of complex networks by Modjtaba Ghorbani, Zahra Vaziri, Razie Alidehi-Ravandi, Yilun Shang

“…As research progresses, we anticipate further developments and applications that will enhance our comprehension of complex systems and their properties across fields like network science, computer science, and physics.…”
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