Discover @mlyizhang Open Source projects

Yizhang Wang (@mlyizhang)

mlyizhang

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Registered almost 8 years ago
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MATLAB
100.0 %
Location 🇨🇳 China
Country Total Rank 31,972
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MATLAB
196

Multi-center-DPC

Wang Y, Wang D, Zhang X, et al. McDPC: multi-center density peak clustering[J]. Neural Computing and Applications,2020, 1-14.

DPC-KNN-PCA

We implemented the algorithm from paper"Study on density peaks clustering based on k-nearest neighbors and principal component analysis"

VDPC

Y. Wang, D. Wang(#), Y. Zhou, X. Zhang, C. Quek, VDPC: Variational Density Peak Clustering Algorithm[J]. Information Sciences, 621, 2022: 627-651.

Clustering-Datasets

common-used datasets for clustering

DPAM

Wang Y, Pang W, Zhou Y. Density propagation based adaptive multi-density clustering algorithm[J]. Plos one, 2018, 13(7): e0198948.

APC

Wang Y, Wang D, Pang W, et al. A Systematic Density-based Clustering Method Using Anchor Points[J]. Neurocomputing, 2020.

Clustering-evaluation

Affinity-Propagation-Clustering

the original Affinity-Propagation-Clustering