Junyi Guan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Unsupervised Clustering

Clustering Algorithm

Arbitrary Shape

Density Distribution

Top Venues

IEEE Signal Process. Lett.

Pattern Recognit.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Junyi Guan, Sheng Li, Jinhui Zhu, Xiongxiong He, Jiajia Chen
Fast main density peak clustering within relevant regions via a robust decision graph. Pattern Recognit. 152 (2024)
Junyi Guan, Sheng Li, Xiaojun Chen, Xiongxiong He, Jiajia Chen
DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen, Peng Si
SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen
Clustering by fast detection of main density peaks within a peak digraph. Inf. Sci. 628 (2023)
Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen
Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation. IEEE Signal Process. Lett. 28 (2021)
Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen
A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force. Pattern Anal. Appl. 24 (3) (2021)
Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen
Fast hierarchical clustering of local density peaks via an association degree transfer method. Neurocomputing 455 (2021)