Results 11 to 20 of about 1,294,805 (273)
The Secure Link Prediction Problem [PDF]
Advances 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.
Ruj, Sushmita, Sardar, Laltu
core +5 more sources
Multi-Scale Link Prediction [PDF]
Proceedings of the 21st ACM international conference on Information and knowledge management, 2012 The automated analysis of social networks has become an important problem due to the proliferation of social networks, such as LiveJournal, Flickr and Facebook. The scale of these social networks is massive and continues to grow rapidly.
Dhillon, Inderjit S. +2 more
core +4 more sources
Pairwise link prediction [PDF]
Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2019 Link prediction is a common problem in network science that transects many disciplines. The goal is to forecast the appearance of new links or to find links missing in the network. Typical methods for link prediction use the topology of the network to predict the most likely future or missing connections between a pair of nodes.
Huda Nassar +2 more
openaire +2 more sources
Progresses and challenges in link prediction [PDF]
iScience, 2021 Link prediction is a paradigmatic problem in network science, which aims at estimating the existence likelihoods of nonobserved links, based on known topology. After a brief introduction of the standard problem and metrics of link prediction, this Perspective will summarize representative progresses about local similarity indices, link predictability ...
openaire +4 more sources
Classification using link prediction [PDF]
Neurocomputing, 2019 Link prediction in a graph is the problem of detecting the missing links that would be formed in the near future. Using a graph representation of the data, we can convert the problem of classification to the problem of link prediction which aims at finding the missing links between the unlabeled data (unlabeled nodes) and their classes.
Seyed Amin Fadaee, Maryam Amir Haeri
openaire +2 more sources
Causal lifting and link prediction
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2023 Existing causal models for link prediction assume an underlying set of inherent node factors—an innate characteristic defined at the node’s birth—that governs the causal evolution of links in the graph. In some causal tasks, however, link formation is path-dependent : the outcome of link ...
Leonardo Cotta +3 more
openaire +2 more sources
Link Prediction in Directed Networks Utilizing the Role of Reciprocal Links
IEEE Access, 2020 Link prediction in directed networks has always been a hot topic in many fields including network science, information system and data mining. Intuitively, once links are endowed with certain orientations, their reciprocate nature can potentially provide
Jinsong Li +5 more
doaj +1 more source
Link prediction method based on complex network dynamics model
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
Journal 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
A Systematic Analysis of Link Prediction in Complex Network
IEEE 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