2 papers
cs.LG2024
Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks
Jianjun Wei, Yue Liu, Xin Huang +3
This paper explores the applications and challenges of graph neural networks (GNNs) in processing complex graph data brought about by the rapid development of the Internet. Given t…
cs.LG2024
Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining
Xu Yan, Yaoting Jiang, Wenyi Liu +2
This paper introduces a novel spatiotemporal feature representation model designed to address the limitations of traditional methods in multidimensional time series (MTS) analysis.…