no code implementations • 4 Dec 2020 • Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo-Sung Jung, Staša Milojević, Yong-Yeol Ahn
Here, we demonstrate the ability of the model word2vec to encode nuanced relationships between discrete locations from migration trajectories, producing an accurate, dense, continuous, and meaningful vector-space representation.
1 code implementation • 4 Jun 2020 • Jisung Yoon, Kai-Cheng Yang, Woo-Sung Jung, Yong-Yeol Ahn
Graph embedding techniques, which learn low-dimensional representations of a graph, are achieving state-of-the-art performance in many graph mining tasks.
no code implementations • 19 Apr 2020 • Min-Young Lee, Woo-Sung Jung, Gabjin Oh
The network analysis supports that the members are clustered into three groups similar to DIMs, DSMs, and FRMs.