7 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.CR2025★ 1 cited
A generalized motif-based Naïve Bayes model for sign prediction in complex networks
Yijun Ran, Si-Yuan Liu, Junjie Huang +2
Signed networks, encoding both positive and negative interactions, are essential for modeling complex systems in social and financial domains. Sign prediction, which infers the sig…
cs.LG2021★ 7 cited
PI3NN: Out-of-distribution-aware prediction intervals from three neural networks
Siyan Liu, Pei Zhang, Dan Lu +1
We propose a novel prediction interval (PI) method for uncertainty quantification, which addresses three major issues with the state-of-the-art PI methods. First, existing PI metho…