Three-way evidence theory-based density peak clustering with the principle of justifiable granularity(基于合理粒度的三支证据密度峰值聚类算法).
The code for 3W-PEDP is in main.py.
# change dataset in dataset_name
# 数据集名称
dataset_name = 'spiral'
# change cluster number in centerNum
# 聚类个数
centerNum = 3
and then just click Run Button.
At present, only the proof version is available. Please provide complete information for future references
When using the code in your research work, please cite "Three-way evidence theory-based density peak clustering with the principle of justifiable granularity".
@article{JU2023111217,
title = {Three-way evidence theory-based density peak clustering with the principle of justifiable granularity},
journal = {Applied Soft Computing},
pages = {111217},
year = {2024},
issn = {1568-4946},
doi = {https://doi.org/10.1016/j.asoc.2023.111217},
url = {https://www.sciencedirect.com/science/article/pii/S1568494623012358},
author = {Hengrong Ju and Yang Lu and Weiping Ding and Jinxin Cao and Xibei Yang},
}
If you have any misunderstandings about our code and article, you can contact me through this email address 1505352714@qq.com