Jiazhi Xia

A survey of visual analytics techniques for machine learning

Jun Yuan, Changjian Chen, Weikai Yang et al. · Computational Visual Media · 2020 · 260 citations · Full text

Computing, Computer Science, Data Visualization +6

Preserving Minority Structures in Graph Sampling

Ying Zhao, Haojin Jiang, Chen Qian et al. · IEEE Transactions on Visualization and Computer Graphics · 2020 · 85 citations

Computing, Computer Science, Data Visualization +15

Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study

Jiazhi Xia, Yuchen Zhang, Jie Guang Song et al. · IEEE Transactions on Visualization and Computer Graphics · 2021 · 80 citations · Full text

Computing, Data Science, Visualization +17

LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets

Jiazhi Xia, Fenjin Ye, Wei Chen et al. · IEEE Transactions on Visualization and Computer Graphics · 2017 · 73 citations

Computing, Computer Science, Visualization +11

Evaluating Multi-Dimensional Visualizations for Understanding Fuzzy Clusters

Ying Zhao, Feng Luo, Ming‐Hui Chen et al. · IEEE Transactions on Visualization and Computer Graphics · 2018 · 69 citations

Computing, Visualization, Data Visualization +10