RANDOM_WALK

作品数：152被引量：172H指数：7
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Network Embedding Algorithm for Vulnerability Assessment of Power Transmission Lines Using Integrated Structure and Attribute Information
《CSEE Journal of Power and Energy Systems》2024年第1期351-360,共10页Xianglong Lian Tong Qian Zepeng Li Xingyu Chen Wenhu Tang Q.H.Wu 
supported in part by the National Natural Science Foundation of China(51977082);Guangdong Basic and Applied Basic Research Foundation(2021A1515110675);the Project funded by China Postdoctoral Science Foundation(2021M701239)。
In power systems,failures of vulnerable lines can trigger large-scale cascading failures,and vulnerability assessment is dedicated to locating these lines and reducing the risks of such failures.Based on a structure a...
关键词：Network embedding random walk transmission lines vulnerability assessment 
LC-NPLA: Label and Community Information-Based Network Presentation Learning Algorithm
《Intelligent Automation & Soft Computing》2023年第12期203-223,共21页Shihu Liu Chunsheng Yang Yingjie Liu 
What is more,we thank the National Natural Science Foundation of China(Nos.61966039,62241604);the Scientific Research Fund Project of the Education Department of Yunnan Province(No.2023Y0565);Also,this work was supported in part by the Xingdian Talent Support Program for Young Talents(No.XDYC-QNRC-2022-0518).
Many network presentation learning algorithms(NPLA)have originated from the process of the random walk between nodes in recent years.Despite these algorithms can obtain great embedding results,there may be also some l...
关键词：Label information community information network representation learning algorithm random walk 
Model for Generating Scale-Free Artificial Social Networks Using Small-World Networks
《Computers, Materials & Continua》2022年第12期6367-6391,共25页Farhan Amin Gyu Sang Choi 
This work was supported in part by the Basic Science Research Program through the National Research Foundation of Korea(NRF)funded by the Ministry of Education under Grant NRF-2019R1A2C1006159 and Grant NRF-2021R1A6A1A03039493;in part by the 2021 Yeungnam University Research Grant。
The Internet of Things(IoT)has the potential to be applied to social networks due to innovative characteristics and sophisticated solutions that challenge traditional uses.Social network analysis(SNA)is a good example...
关键词：Social networks small-world networks network generation models graph theory random walk network design social network analysis 
Sampling informative context nodes for network embedding
《Science China(Information Sciences)》2021年第11期116-126,共11页Danhao ZHU Xin-Yu DAI Jiajun CHEN Jie YIN 
supported in part by Social Science Foundation of the Jiangsu Higher Education Institutions of China(Grant No.2018SJA0455);National Nature Science Foundation of China(Grant No.61472183);Social Science Foundation of Jiangsu Province(Grant No.19TQD002)。
Several modern network embedding methods learn vector representations from sampled context nodes. The sampling strategies are often carefully designed and controlled by specific parameters that enable them to adapt to...
关键词：network embedding representation learning random walk ENTROPY weighted entropy 
Random walk search in unstructured P2P被引量：4
《Journal of Systems Engineering and Electronics》2006年第3期648-653,共6页Jia Zhaoqing You Jinyuan Rao Ruonan Li Minglu 
Unstructured P2P has power-law link distribution, and the random walk in power-law networks is analyzed. The analysis results show that the probability that a random walker walks through the high degree nodes is high ...
关键词：unstructured P2P search random walk search random walk spread power-law network. 
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