Haiyang Huang

Interpretable machine learning: Fundamental principles and 10 grand challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · Statistics Surveys · 2022 · 844 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization

Yingfan Wang, Haiyang Huang, Cynthia Rudin et al. · arXiv (Cornell University) · 2020 · 244 citations · Full text

Computing, Computer Science, Visualization +12

Towards a comprehensive evaluation of dimension reduction methods for transcriptomic data visualization

Haiyang Huang, Yingfan Wang, Cynthia Rudin et al. · Communications Biology · 2022 · 142 citations · Full text

Computing, Bioinformatics, Visualization +13

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · arXiv (Cornell University) · 2021 · 22 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

A New Online Operational Modal Analysis Method for Vibration Control for Linear Time-Varying Structure

Cheng Wang, Haiyang Huang, Xiongming Lai et al. · Applied Sciences · 2019 · 13 citations · Full text

Engineering, Civil Engineering, Mechanical Engineering +17