Results 21 to 30 of about 3,270,134 (279)

A Systematic Analysis of Link Prediction in Complex Network

open access: yesIEEE Access, 2021
Link mining is an important task in the field of data mining and has numerous applications in informal community. Suppose a real-world complex network, the responsibility of this function is to anticipate those links which are not occurred yet in the ...
Haji Gul   +3 more
doaj   +1 more source

Link prediction method based on complex network dynamics model

open access: yes网络与信息安全学报, 2019
Link prediction is an important part of the study of missing links and future formations in complex networks.Currently,network structure-based link prediction methods are rich in results.Research on link prediction based on complex network dynamics model
Yonghao PAN, Hongtao YU, Yiteng WU
doaj   +3 more sources

Similarity Index based Link Prediction Algorithms in Social Networks: A Survey

open access: yesJournal of Telecommunications and Information Technology, 2016
Social networking sites have gained much popularity in the recent years. With millions of people connected virtually generate loads of data to be analyzed to infer meaningful associations among links.
Pulipati Srilatha, Ramakrishnan Manjula
doaj   +1 more source

Multi-scale link prediction [PDF]

open access: yesProceedings of the 21st ACM international conference on Information and knowledge management, 2012
20 pages, 10 ...
Donghyuk Shin   +2 more
openaire   +2 more sources

The secure link prediction problem

open access: yesAdvances in Mathematics of Communications, 2019
Link Prediction is an important and well-studied problem for social networks. Given a snapshot of a graph, the link prediction problem predicts which new interactions between members are most likely to occur in the near future. As networks grow in size, data owners are forced to store the data in remote cloud servers which reveals sensitive information
Laltu Sardar, Sushmita Ruj
openaire   +6 more sources

Is Megamerger Better?–Based on the Link Prediction Perspective

open access: yesIEEE Access, 2022
Link prediction provides insight into the evolutionary mechanisms of complex networks by predicting missing edges. Existing research has proposed many similarity algorithms based on local information, and some link prediction algorithms typically perform
Yang Wang, Jifa Wang
doaj   +1 more source

Quantifying the Effect of Community Structures for Link Prediction by Constructing Null Models

open access: yesIEEE Access, 2020
The existing studies of link prediction mostly focused on using network topology properties to improve the accuracy of link prediction. More broadly, researches on the role of community structures for link prediction have recently received increasing ...
Xiao-Ke Xu, Ke-Ke Shang, Jing Xiao
doaj   +1 more source

Seven-Layer Model in Complex Networks Link Prediction: A Survey

open access: yesSensors, 2020
Link prediction is the most basic and essential problem in complex networks. This study analyzes the observed topological, time, attributive, label, weight, directional, and symbolic features and auxiliary information to find the lack of connection and ...
Hui Wang, Zichun Le
doaj   +1 more source

Link Prediction in Co-authorship Networks

open access: yesScience Journal of University of Zakho, 2022
Besides social network analysis, the Link-Prediction (LP) problem has useful applications in information retrieval, bioinformatics, telecommunications, microbiology, and e-commerce as a forecast of future links in a given context to find what possible ...
Hajar Ali Hasin, Diman Hassan
doaj   +1 more source

Coauthor prediction for junior researchers [PDF]

open access: yes, 2013
Research collaboration can bring in different perspectives and generate more productive results. However, finding an appropriate collaborator can be difficult due to the lacking of sufficient information.
Shuguang Han   +11 more
core   +1 more source

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