Shi‐Xia Liu

Towards Better Analysis of Deep Convolutional Neural Networks

Mengchen Liu, Jiaxin Shi, Zhen Li et al. · IEEE Transactions on Visualization and Computer Graphics · 2016 · 510 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

Towards better analysis of machine learning models: A visual analytics perspective

Shi‐Xia Liu, Xiting Wang, Mengchen Liu et al. · Visual Informatics · 2017 · 387 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

A survey on information visualization: recent advances and challenges

Shi‐Xia Liu, Weiwei Cui, Yingcai Wu et al. · The Visual Computer · 2014 · 372 citations

Interactive Visualization, Engineering, Data Science +4

TextFlow: Towards Better Understanding of Evolving Topics in Text

Weiwei Cui, Shi‐Xia Liu, Li Tan et al. · IEEE Transactions on Visualization and Computer Graphics · 2011 · 344 citations

Engineering, Semantic Web, Text Mining +21

Visual Analytics for Explainable Deep Learning

Jaegul Choo, Shi‐Xia Liu · IEEE Computer Graphics and Applications · 2018 · 260 citations

Artificial Intelligence, Engineering, Machine Learning +10