Junyi Guan

Fast hierarchical clustering of local density peaks via an association degree transfer method

Junyi Guan, Sheng Li, Xiongxiong He et al. · Neurocomputing · 2021 · 69 citations

Cluster Computing, Document Clustering, Density Estimation +11

Clustering by fast detection of main density peaks within a peak digraph

Junyi Guan, Sheng Li, Xiongxiong He et al. · Information Sciences · 2023 · 46 citations

Cluster Computing, Main Density Peaks, Document Clustering +12

Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation

Junyi Guan, Sheng Li, Xiongxiong He et al. · IEEE Signal Processing Letters · 2021 · 36 citations

Image Analysis, Machine Vision, Data Science +15

A combination model for evaluating deformation regional characteristics of arch dams using time series clustering and residual correction

Huangdong Chen, Xudong Chen, Junyi Guan et al. · Mechanical Systems and Signal Processing · 2022 · 36 citations

Earthquake Engineering, Time Series Clustering, Engineering +10

SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm

Junyi Guan, Sheng Li, Xiongxiong He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 30 citations

Cluster Computing, Cluster Development, Document Clustering +15