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Feature selection for link prediction
Proceedings of the 5th Ph.D. workshop on Information and knowledge, 2012Networks that model relationships in the real world have attracted much attention in the past few years. Link prediction plays a central role in the network area. Supervised learning is an important class of algorithms used to address the link prediction problem.
Ye Xu, Daniel N. Rockmore
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Technological links and predictable returns
Journal of Financial Economics, 2017Employing a classic measure of technological closeness between firms, we show that the returns of technology-linked firms have strong predictive power for focal firm returns. A long-short strategy based on this effect yields monthly alpha of 117 basis points.
Charles M.C. Lee +3 more
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A new link prediction in multiplex networks using topologically biased random walks
Chaos, Solitons and Fractals, 2021Yuefeng Li +2 more
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A hybrid method of link prediction in directed graphs
Expert Systems With Applications, 2021, Amir Sheikhahmadi, Sadegh Sulaimany
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Technology opportunity analysis using hierarchical semantic networks and dual link prediction
Technovation, 2023Jian Feng, Zhenfeng Liu, Lorna Uden
exaly
The ART of Link Prediction with KGEs.
Proceedings of Machine Learning ResearchLink Prediction (LP) in Knowledge Graphs (KGs) is typically framed as ranking candidate entities for a query of the form (entity, relation, ?), with models evaluated on their ability to rank the correct entities for each query. At the same time, Knowledge Graph Embedding (KGE) models used for this task produce unnormalised scores, making it unclear how
Brunink, Yannick +2 more
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Link prediction techniques, applications, and performance: A survey
Physica A: Statistical Mechanics and Its Applications, 2020Kuldeep Singh, , Bhaskar Biswas
exaly
Link prediction in complex networks: A survey
Physica A: Statistical Mechanics and Its Applications, 2011Linyuan Lu, Tao Zhou
exaly
Link prediction in social networks: the state-of-the-art
Science China Information Sciences, 2014Baowen Xu, Peng Wang, Xu Baowen
exaly

