Drug-target interaction data cluster analysis based on improving density peaks clustering algorithm

DPCDrugAndTarget is a density-based clustering algorithm to drug-target data proposed by Donghua Yu, Maozu Guo, et al. in 2018. See our paper submitted to IDA 2018.

Paper information

Maozu Guo, Donghua Yu et al. Drug-target interaction data cluster analysis based on improving density peaks clustering algorithm. 2018.

Code and Data

quick start:

• Run 'DPCSeq.m': clustering artificial or real-world datasets
• Run 'DPCSeqE.m': clustering artificial or real-world datasets and obtaining evaluation
• Run 'DTDPCSqe.m': clustering drug or target dataset

Note: Please change the dataset path in these code.

Contacts

If you have any questions or comments, please feel free to email donghuayu@hit.edu.cn and/or guomaozu@bucea.edu.cn