3 papers
math.DS2023
Efficient Link Prediction in Continuous-Time Dynamic Networks using Optimal Transmission and Metropolis Hastings Sampling
Ruizhi Zhang, Wei Wei, Qiming Yang +3
Efficient link prediction in continuous-time dynamic networks is a challenging problem that has attracted much research attention in recent years. A widely used approach to dynamic…
cs.SI2022
Temporal Link Prediction via Adjusted Sigmoid Function and 2-Simplex Sructure
Ruizhi Zhang, Qiaozi Wang, Qiming Yang +1
Temporal network link prediction is an important task in the field of network science, and has a wide range of applications in practical scenarios. Revealing the evolutionary mecha…
cs.SI2022
Enhance Ambiguous Community Structure via Multi-strategy Community Related Link Prediction Method with Evolutionary Process
Qiming Yang, Wei Wei, Ruizhi Zhang +2
Most real-world networks suffer from incompleteness or incorrectness, which is an inherent attribute to real-world datasets. As a consequence, those downstream machine learning tas…