Pinned Repositories
Affinity-Propagation-Clustering
the original Affinity-Propagation-Clustering
APC
Wang Y, Wang D, Pang W, et al. A Systematic Density-based Clustering Method Using Anchor Points[J]. Neurocomputing, 2020.
Clustering-Datasets
common-used datasets for clustering
Clustering-evaluation
DPAM
Wang Y, Pang W, Zhou Y. Density propagation based adaptive multi-density clustering algorithm[J]. Plos one, 2018, 13(7): e0198948.
DPC-KNN-PCA
We implemented the algorithm from paper"Study on density peaks clustering based on k-nearest neighbors and principal component analysis"
FKDC
One-shot Federated K-means Clustering based on Density Cores
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.
nnfc
Wang Y, Pang W, Pedrycz W. One-Shot Federated Clustering Based on Stable Distance Relationships[J]. IEEE Transactions on Industrial Informatics, 2024.
VDPC
Y. Wang, D. Wang(#), Y. Zhou, X. Zhang, C. Quek, VDPC: Variational Density Peak Clustering Algorithm[J]. Information Sciences, 621, 2022: 627-651.
mlyizhang's Repositories
mlyizhang/DPC-KNN-PCA
We implemented the algorithm from paper"Study on density peaks clustering based on k-nearest neighbors and principal component analysis"
mlyizhang/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.
mlyizhang/VDPC
Y. Wang, D. Wang(#), Y. Zhou, X. Zhang, C. Quek, VDPC: Variational Density Peak Clustering Algorithm[J]. Information Sciences, 621, 2022: 627-651.
mlyizhang/Clustering-Datasets
common-used datasets for clustering
mlyizhang/DPAM
Wang Y, Pang W, Zhou Y. Density propagation based adaptive multi-density clustering algorithm[J]. Plos one, 2018, 13(7): e0198948.
mlyizhang/APC
Wang Y, Wang D, Pang W, et al. A Systematic Density-based Clustering Method Using Anchor Points[J]. Neurocomputing, 2020.
mlyizhang/Clustering-evaluation
mlyizhang/nnfc
Wang Y, Pang W, Pedrycz W. One-Shot Federated Clustering Based on Stable Distance Relationships[J]. IEEE Transactions on Industrial Informatics, 2024.
mlyizhang/Affinity-Propagation-Clustering
the original Affinity-Propagation-Clustering
mlyizhang/FKDC
One-shot Federated K-means Clustering based on Density Cores
mlyizhang/BlockDPC
BlockDPC: Scalable Density Peak Clustering with Linear Time Complexity
mlyizhang/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
mlyizhang/lsd-clusters
mlyizhang/mlyizhang
Config files for my GitHub profile.
mlyizhang/mlyizhang.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
mlyizhang/SSDD
reproduce the clustering index (Liang S, Han D, Yang Y. Cluster validity index for irregular clustering results[J]. Applied Soft Computing, 2020, 95: 106583.)
mlyizhang/Video_Person_Clustering
Repo for the Video Person Clustering dataset, and code for the associated paper