scholarly journals A Novel Oversampling Method for Imbalanced Datasets Based on Density Peaks Clustering

2021 ◽  
Vol 28 (6) ◽  
Keyword(s):  
Imbalanced Datasets ◽  
Density Peaks ◽  
Density Peaks Clustering

Adaptive weighted over-sampling for imbalanced datasets based on density peaks clustering with heuristic filtering

2020 ◽  
Vol 519 ◽  
pp. 43-73 ◽  
Author(s):  
Xinmin Tao ◽  
Qing Li ◽  
Wenjie Guo ◽  
Chao Ren ◽  
Qing He ◽  
...  
Keyword(s):  
Imbalanced Datasets ◽  
Density Peaks ◽  
Density Peaks Clustering

scholarly journals A Novel Density Peaks Clustering Halo Node Assignment Method Based on K-Nearest Neighbor Theory

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 174380-174390
Author(s):  
Limin Wang ◽  
Wei Zhou ◽  
Honghuan Wang ◽  
Milan Parmar ◽  
Xuming Han
Keyword(s):  
Nearest Neighbor ◽  
K Nearest Neighbor ◽  
Assignment Method ◽  
Density Peaks ◽  
Density Peaks Clustering

Density peaks clustering based on circular partition and grid similarity

2019 ◽  
Vol 32 (7) ◽  
Author(s):  
Jia Zhao ◽  
Jingjing Tang ◽  
Tanghuai Fan ◽  
Chenming Li ◽  
Lizhong Xu
Keyword(s):  
Density Peaks ◽  
Density Peaks Clustering

PSO-CFDP: A Particle Swarm Optimization-Based Automatic Density Peaks Clustering Method for Cancer Subtyping

2019 ◽  
Vol 84 (1) ◽  
pp. 9-20
Author(s):  
Xuhui Zhu ◽  
Junliang Shang ◽  
Yan Sun ◽  
Feng Li ◽  
Jin-Xing Liu ◽  
...  
Keyword(s):  
Particle Swarm Optimization ◽  
Particle Swarm ◽  
Clustering Method ◽  
Swarm Optimization ◽  
Density Peaks ◽  
Density Peaks Clustering
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