KDD2020BMGUFS

This repository holds the source codes for the paper Block Model Guided Unsupervised Feature Selection accepted at KDD2020. Authors of paper: Zilong Bai, Hoa Nguyen, Ian Davidson.

Pre-print: on ArXiv https://arxiv.org/abs/2007.02376

DOI: 10.1145/3394486.3403173

This repository is created and maintained by Zilong Bai, the first author of the paper.

The dataset is a zipped folder (with anonymity ensured).

Please unzip the folder to get datasets.

Please create another folder results/ to hold the output of the algorithm.

Citation

If you use this code in your research, please cite our paper:

@inproceedings{bai2020block,
  title={Block Model Guided Unsupervised Feature Selection},
  author={Bai, Zilong and Nguyen, Hoa and Davidson, Ian},
  booktitle={Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
  pages={1201--1211},
  year={2020}
}