Jiang Xie

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Boundary Points

Reverse Nearest Neighbor

Clustering Algorithm

Top Venues

Knowl. Based Syst.

Publications

Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie
GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm. Inf. Sci. 674 (2024)
Shushu Liu, Dongdong Cheng, Jiang Xie
Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data. ICMLC (2024)
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie
K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Jiang Xie, Chunfeng Hua, Shuyin Xia, Yuxin Cheng, Guoyin Wang, Xinbo Gao
W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure. ICDE (2024)
Jiang Xie, Lian Jiang, Shuyin Xia, Xuexin Xiang, Guoyin Wang
An adaptive density clustering approach with multi-granularity fusion. Inf. Fusion 106 (2024)
Jiang Xie, Shuyin Xia, Guoyin Wang, Xinbo Gao
GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball. CoRR (2023)
Jiang Xie, Weiyu Kong, Shuyin Xia, Guoyin Wang, Xinbo Gao
An Efficient Spectral Clustering Algorithm Based on Granular-Ball. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jiang Xie, Qiao Deng, Shuyin Xia, Yangzhou Zhao, Guoyin Wang, Xinbo Gao
Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls. CoRR (2023)
Shu-Yin Xia, Jiang Xie, Guo-Yin Wang
An adaptive granularity clustering method based on hyper-ball. CoRR (2022)
Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng
A novel cluster internal evaluation index based on hyper-balls. CoRR (2022)
Jiang Xie, Zhongyang Xiong, Qi-Zhu Dai, Xiao-Xia Wang, Yu-Fang Zhang
A local-gravitation-based method for the detection of outliers and boundary points. Knowl. Based Syst. 192 (2020)
Jiang Xie, Zhong-Yang Xiong, Qi-Zhu Dai, Xiao-Xia Wang, Yu-Fang Zhang
A new internal index based on density core for clustering validation. Inf. Sci. 506 (2020)
Xiao-Xia Wang, Yu-Fang Zhang, Jiang Xie, Qi-Zhu Dai, Zhong-Yang Xiong, Jing-Pei Dan
A density-core-based clustering algorithm with local resultant force. Soft Comput. 24 (9) (2020)
Qi-Zhu Dai, Zhong-Yang Xiong, Jiang Xie, Xiao-Xia Wang, Yu-Fang Zhang, Jia-Xing Shang
A novel clustering algorithm based on the natural reverse nearest neighbor structure. Inf. Syst. 84 (2019)
Jiang Xie, Zhong-Yang Xiong, Yu-Fang Zhang, Yong Feng, Jie Ma
Density core-based clustering algorithm with dynamic scanning radius. Knowl. Based Syst. 142 (2018)