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Identifying node importance in complex networks

Physica A: Statistical Mechanics and its Applications, 2015
Abstract In this paper, we propose a novel node importance evaluation method from the perspective of the existence of mutual dependence among nodes. The node importance comprises its initial importance and the importance contributions from both the adjacent and non-adjacent nodes according to the dependence strength between them.
Ping Hu, Wenli Fan, Shengwei Mei
openaire   +1 more source

Network topology inference with estimated node importance

EPL (Europhysics Letters), 2021
In real life, the actual topology of a network is often difficult to observe or even unobservable, which seriously limits our analysis and understanding of such networks. How to accurately infer the network structure from easily observed data is extremely urgent.
Xu Hao, Xiang Li
openaire   +1 more source

Importance of Lymph Node Dissection in Thymic Carcinoma

The Annals of Thoracic Surgery, 2013
Lymph node dissection plays important role in oncologic surgery. We investigated outcomes of lymph node dissection in thymic carcinoma.We retrospectively reviewed 37 patients, who underwent complete resection for thymic carcinoma. Patients were divided into four groups: no node dissection (Nx), 8; pathologic N0 by limited dissection (N0a), 13 ...
In Kyu, Park   +7 more
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The importance of interpectoral nodes in breast cancer

European Journal of Cancer, 1993
In a consecutive series of 73 patients undergoing a level III axillary clearance, interpectoral nodes were sought and, if palpable, excised. 18 interpectoral nodes were identified in 15 patients, 10 (14%) of whom had involved and 5 of whom had uninvolved interpectoral nodes.
J M, Dixon, V, Dobie, U, Chetty
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Evaluation of Highway Network Node Importance via Node Benefit Function and Weighted Node Betweenness

CICTP 2015, 2015
In a highway network, nodes playing a significant role could have an extreme effect on operation efficiency and other performance measures, so evaluating these important nodes is thought to be a critical process in highway network management and operation.
Shu-yun Niu   +4 more
openaire   +1 more source

A new approach for evaluating node importance

2020 2nd International Conference on Information Technology and Computer Application (ITCA), 2020
The traditional approach for evaluating node importance is based on measurement of network performance change before and after a node fails. But it is not always an effective approach. Consequently, most of the existing typical indexes are actually abused. The reason is systematically illustrated.
Bin Chen, Yiqun Zhao
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The Most Important Node Modules

2016
This chapter shows the most important modules, with which elementary tasks in a Web application can be settled. Thereby it concerns the actual Node library.
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Global Recursive Based Node Importance Evaluation

2016
The world city network (WCN) research has been promoting the evaluation algorithms in complex networks. The study of urban network focuses on the measurements of city position in the WCN. In previous study, a set of algorithms such as centricity evaluation, power evaluation and their recursive power are proposed to support the WCN research.
Lu Zhao, Li Xiong, Shan Xue
openaire   +1 more source

Node Importance Evaluation of Anti-Missile Networks

Advanced Materials Research, 2013
in order to improve the efficiency and validity of node importance evaluation, a new evaluation method for node importance in complex networks was proposed based on node approach degree and node correlation degree. The basic idea of the method is that the larger the approach degree of a node is, the closer to center of a complex network the node is and
Yu Xia, Fei Peng
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Node Importance Evaluation Based on Network Heterogeneity

2010 International Conference on Communications and Mobile Computing, 2010
Based on the weighted topology entropy and the whole structure of complex network, this paper puts forward the node importance degree evaluation method according to the heterogeneity change rate of network structure. There are four parts in this paper: defining the concept of the weighted topology entropy of complex network, putting forward the concept
Zhou Jian, Pan Jiaxin, Zhou Yanran
openaire   +1 more source

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