Jiang Xie

An Efficient Spectral Clustering Algorithm Based on Granular-Ball

Jiang Xie, Weiyu Kong, Shuyin Xia et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 94 citations

Cluster Computing, Engineering, Unsupervised Machine Learning +16

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

Dongdong Cheng, Jinlong Huang, Sulan Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 71 citations

Cluster Computing, Engineering, Statistical Shape Analysis +17

Density core-based clustering algorithm with dynamic scanning radius

Jiang Xie, Zhongyang Xiong, Yufang Zhang et al. · Knowledge-Based Systems · 2017 · 43 citations

Cluster Computing, Document Clustering, Engineering +6

A local-gravitation-based method for the detection of outliers and boundary points

Jiang Xie, Zhongyang Xiong, Qizhu Dai et al. · Knowledge-Based Systems · 2019 · 41 citations

Anomaly Detection, Engineering, Pattern Recognition +8

A new internal index based on density core for clustering validation

Jiang Xie, Zhongyang Xiong, Qizhu Dai et al. · Information Sciences · 2019 · 39 citations

Cluster Computing, Cluster Development, Document Clustering +10