Dongdong Cheng

Clustering with Local Density Peaks-Based Minimum Spanning Tree

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 123 citations

Cluster Computing, Engineering, Machine Learning +21

A Novel Cluster Validity Index Based on Local Cores

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 120 citations

Reliability, Cluster Computing, Cluster Development +15

A novel outlier cluster detection algorithm without top-n parameter

Jinlong Huang, Qingsheng Zhu, Lijun Yang et al. · Knowledge-Based Systems · 2017 · 105 citations

Cluster Computing, Anomaly Detection, Engineering +7

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

Dongdong Cheng, Ya Li, Shuyin Xia et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 83 citations

Natural neighbor-based clustering algorithm with local representatives

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang et al. · Knowledge-Based Systems · 2017 · 75 citations

Cluster Computing, Document Clustering, Engineering +7