RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers

Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu

Open source

DOI
10.1109/tvcg.2024.3514115
Published
2025-09
Container
IEEE Transactions on Visualization and Computer Graphics
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1109/tvcg.2024.3514115,
  title = {RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers},
  author = {Zhen Li and Weikai Yang and Jun Yuan and Jing Wu and Changjian Chen and Yao Ming and Fan Yang and Hui Zhang and Shixia Liu},
  year = {2025},
  journal = {IEEE Transactions on Visualization and Computer Graphics},
  doi = {10.1109/tvcg.2024.3514115},
  url = {https://doi.org/10.1109/tvcg.2024.3514115}
}

RIS

TY  - JOUR
TI  - RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers
AU  - Zhen Li
AU  - Weikai Yang
AU  - Jun Yuan
AU  - Jing Wu
AU  - Changjian Chen
AU  - Yao Ming
AU  - Fan Yang
AU  - Hui Zhang
AU  - Shixia Liu
PY  - 2025
JO  - IEEE Transactions on Visualization and Computer Graphics
DO  - 10.1109/tvcg.2024.3514115
UR  - https://doi.org/10.1109/tvcg.2024.3514115
ER  - 

APA

Li, Z., Yang, W., Yuan, J., Wu, J., Chen, C., Ming, Y., Yang, F., Zhang, H., & Liu, S. (2025). RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. IEEE Transactions on Visualization and Computer Graphics. https://doi.org/10.1109/tvcg.2024.3514115

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