109 citations · 290 across the 10 of their papers we have counts for
5 papers · 1 filter
Inconsistency of evaluation metrics in link prediction
Yilin Bi, Xinshan Jiao, Yan-Li Lee +1
Link prediction is a paradigmatic and challenging problem in network science, which aims to predict missing links, future links and temporal links based on known topology. Along wi…
Comparing discriminating abilities of evaluation metrics in link prediction
Xinshan Jiao, Shuyan Wan, Qian Liu +5
Link prediction aims to predict the potential existence of links between two unconnected nodes within a network based on the known topological characteristics. Evaluation metrics a…
Personalized recommendation system based on social relationships and historical behaviors
Yan-Li Lee, Tao Zhou, Kexin Yang +2
Previous studies show that recommendation algorithms based on historical behaviors of users can provide satisfactory recommendation performance. Many of these algorithms pay attent…
Collaborative Filtering Approach to Link Prediction
Yan-Li Lee, Tao Zhou
Link prediction is a fundamental challenge in network science. Among various methods, local similarity indices are widely used for their high cost-performance. However, the perform…
Link Prediction via controlling the leading eigenvector
Yan-Li Lee, Qiang Dong, Tao Zhou
Link prediction is a fundamental challenge in network science. Among various methods, similarity-based algorithms are popular for their simplicity, interpretability, high efficienc…