Chia-Tai Chang

most citedA Unified Framework for Sampling, Clustering and Embedding Data Points in Semi-Metric Spaces

3 citations · 6 across the 3 of their papers we have counts for

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cs.SI2019★ 2 cited

Generalized Modularity Embedding: a General Framework for Network Embedding

Cheng-Shang Chang, Ching-Chu Huang, Chia-Tai Chang +2

The network embedding problem aims to map nodes that are similar to each other to vectors in a Euclidean space that are close to each other. Like centrality analysis (ranking) and…

cs.SI2017★ 3 cited

A Unified Framework for Sampling, Clustering and Embedding Data Points in Semi-Metric Spaces

Chia-Tai Chang, Cheng-Shang Chang

In this paper, we propose a unified framework for sampling, clustering and embedding data points in semi-metric spaces. For a set of data points $Ω = {x_{1}, x_{2}, \dots, x_{n}}$ in a…