Revisit Girvan-Newman Algorithm for Research Topic Analysis: An Application on Library and Information Science Studies by Szu-Chia Lo, Chun-Chieh Wang

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District metered areas determination for water distribution networks using improved Girvan-Newman algorithm by Pedram Jazayeri, Ramtin Moeini

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Grouping University Students Using Social Network Analysis by Alexander Pronin, Elena Veretennik, Alexander Semyonov

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Big Data Clustering via Community Detection and Hyperbolic Network Embedding in IoT Applications by Vasileios Karyotis, Konstantinos Tsitseklis, Konstantinos Sotiropoulos, Symeon Papavassiliou

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Data Mining Approach in Climate Classification and Climate Network Construction – Case Study Montenegro by Savo Tomović, Predrag Stanišić, Srdjan Kadić

“…Finally, we identify the regions within the same climate type in Montenegro’s climate network with the Girvan-Newman algorithm for community detection and achieve better results with respect to classical K-means and hierarchical clustering algorithms.…”
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Community Evolution in International Migration Top1 Networks. by Mihaela Peres, Helian Xu, Gang Wu

“…We investigate the community structure by implementing the Girvan-Newman algorithm and compare the number of components and communities to illustrate their differences. …”
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An Android Malware Detection Approach Using Community Structures of Weighted Function Call Graphs by Yao Du, Junfeng Wang, Qi Li

“…Our method reduces the computation time by improving the Girvan-Newman algorithm and using machine learning classification instead of a similarity comparison of subgraphs. …”
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Intentional controlled islanding based on dynamic community detection for power grid by Xu Han, Qizi Huangpeng, Xiaojun Duan, Qiannan Gao, Yimin Yin

“…The first step of the Di‐Ag algorithm uses the dynamic Girvan–Newman algorithm to achieve the goal of power imbalance. …”
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Particulate Matter Monitoring and Forecast with Integrated Low-cost Sensor Networks and Air-quality Monitoring Stations by Nguyen Huynh A. D., Le Trung H., Ha Quang P., Duc Hiep, Azzi Merched

“…This paper presents an extended clustering method based on the Girvan-Newman algorithm to identify spatially correlated clusters of sensors and nearby observatories. …”
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A comprehensive analysis of the hub genes for oxidative stress in ischemic stroke by Qing Zhou, Yang Dong, Kun Wang, Ziyan Wang, Bingquan Ma, Bo Yang

“…Furthermore, nine hub genes (namely TLR1, CXCL1, MMP9, TLR4, IL1R2, EGR1, FOS, CXCL10, and DUSP1) were identified through the Girvan–Newman algorithm and cytoHubba algorithms. Nine hub genes were highly expressed in IS samples and positively related to neutrophils and macrophages. …”
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Decision Optimization for Power Grid Operating Conditions with High- and Low-Voltage Parallel Loops by Dong Yang, Kang Zhao, Hao Tian, Yutian Liu

“…Firstly, considering hub substation distribution and power grid structure, parallel loop opening schemes are generated with GN (Girvan-Newman) algorithms. Then, candidate opening schemes are preliminarily selected from all these generated schemes based on a filtering index. …”
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Identification of cohesive subgroups in a university hall of residence during the COVID-19 pandemic using a social network analysis approach by Pilar Marqués-Sánchez, Arrate Pinto-Carral, Tania Fernández-Villa, Ana Vázquez-Casares, Cristina Liébana-Presa, José Alberto Benítez-Andrades

“…Factions and Girvan–Newman algorithms have been applied to detect the existing cohesive subgroups. …”
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