Hong Huang

Relative Density Clustering Algorithm Based on Density Fluctuation

2018 · Journal of Physics Conference Series

With strong ability of noise resistance and discovery clusters of arbitrary shapes makes, the traditional density-based clustering algorithm has been widely used in clustering analysis. However, the quality of clustering results would be reduced significantly …

Multi-Stage Network Embedding for Exploring Heterogeneous Edges

2021 · arXiv (Cornell University)

The relationships between objects in a network are typically diverse and complex, leading to the heterogeneous edges with different semantic information. In this paper, we focus on exploring the heterogeneous edges for network representation learning. …